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[Перевод] Как я выиграл $2 750 с помощью JavaScript, ИИ и банки WD-40

За последние десять лет я выиграл во многих маркетинговых видео-конкурсах, используя проверенные техники. Но конкретно этот случай стал первым, в котором значительную роль сыграло программирование и инструменты ИИ.

В этой статье я опишу, как с помощью ChatGPT и JavaScript выяснил, что реально могу победить в конкурсе, и как в итоге пришёл к победе.

В июне у меня родился второй ребёнок. Я его, безусловно, люблю, но мало на что способен, когда глаза закрываются от усталости, а на груди висит этот младенец шести недель от роду.

Тем не менее…

Даже в таких условиях я вполне могу перемещаться по дому с банкой WD-40, устраняя различные мелкие неисправности.

Собственно, поэтому моё внимание и привлёк видео-конкурс WD-40 Repair Challenge.

В целом я не особо люблю всяческие онлайн-конкурсы. Я предпочитаю, когда правила выстроены так, чтобы в них было реально выиграть.

Поэтому для начала давайте разберём некоторые заявленные критерии и условия, которые сделали этот конкурс очень привлекательным для участия.

Три благоприятствующих момента

▍ 1. Нюанс в судейских критериях

Я участвую только в тех конкурсах, где победителей выбирают судьи, никогда не рассматривая случайный выбор или победу большинством голосов (конкурсы популярности).

В данном же случае во взвешенном списке критериев оценки присутствовала строка, которая в конечном счёте исключила 80% участников.

Присваивание 1/4 очков заявке только за то, что это видео, уже говорит о высокой приоритетности именно видеоматериалов.

Тем не менее на конкурс, помимо видео-заявок, принимались и заявки с фото. И поскольку такие заявки согласно условиям автоматически недополучали ¼ очков, я решил исключить всех соответствующих участников как неконкурентных, так как их максимальный балл мог составить лишь 75/100.

В этом конкурсе мне также понравилось, что общее качество контента имело небольшой вес. Обычно более высокая значимость этого критерия оказалась бы мне на руку, так как я всегда стремлюсь к высокому качеству исполнения, но напомню…что я был обременён грудным малышом, и ожидать от меня максимального качества было нереально.

⚖️
Чем сложнее список критериев оценки, тем больше мне хочется принять участие в конкурсе. Никто не анализирует эти списки так, как я. Уж чего у меня полно, так это времени, детка…

▍ 2. Широкий список призов

Очевидно, что мы нацелены на первое место, но всего конкурс предполагал 16 денежных призов и 13 призов в виде неких материальных ценностей. Итого в общей сложности 29 призов. Неслыханно много.

Тем не менее мне нужна уверенность, что мои шансы выиграть приз перевесят усилия, необходимые для создания достойной конкурентной заявки. Я не рассматриваю этот процесс как дополнительную подработку. Мне хочется добиться максимального результата, затратив минимум рабочего времени.

▍ 3. Возможность выиграть более одного приза

Если вы можете создать несколько заявок (n), то этот нюанс вас определённо порадует.

Перевод выделенного текста. Количество заявок от одного участника не ограничено. Участники, реализовавшие несколько проектов и подавшие несколько заявок, могут получить несколько выигрышей. Примерная рыночная стоимость всех призов составляет $16 190.

Анализ конкурса

В общей сложности на конкурс было зарегистрировано 538 заявок. Вероятность победы равная n/(538+n) не особо обнадёживает, не так ли?

Но давайте копнём глубже, чтобы понять, почему победа не так маловероятна, как кажется на первый взгляд. Для этого нам нужно проанализировать заявки.

Сайт конкурса был создан с помощью Laravel Livewire. Livewire не возвращает из своего API сырые данные JSON о заявках на конкурс, передавая вместо них HTML. Это означало, что я не могу просто обратиться к конечной точке /submissions, чтобы получить информацию о каждой заявке — нужно было её скрейпить.

Я составил скрипт Playwright для постраничного перебора галереи заявок и сбора данных, необходимых для анализа конкурентов.

const { chromium } = require("playwright");

const startScraping = async () => {
    const browser = await chromium.launch({ headless: false });
    const context = await browser.newContext();
    const page = await context.newPage();
    await page.goto("https://repair.wd40.com/gallery");
    // Клик по кнопке с надписью "Reject All"
    await page.click('button:text("Reject All")');
    await getAllEntries(page);
    await browser.close();
}

startScraping();

Поначалу всё довольно просто. Мы переходим в галерею заявок, отклоняем баннер с запросом об использовании куки и инициируем процесс сбора заявок.

▍ Сортировка заявок по категориям

Для понимания своих шансов мне нужно было определить категорию каждой заявки. Напомню, что я могу смело исключить из списка реальных конкурентов фото-заявки, поскольку они при оценке будут иметь значительно меньший приоритет.

Определить категорию каждой заявки можно было только по тому, какая SVG-иконка использовалась для её представления.

При дальнейшем рассмотрении выяснилось, что всего в конкурсе участвовало три вида заявок: video, photo, и step.

Категория Step подразумевала дополнительное сопровождение заявки письменными пошаговыми инструкциями. Поскольку отчётливое определение шагов, предпринятых для починки чего-либо в рамках вашего проекта, добавляло 10/100 очков, я понял, что наиболее перспективной в плане выигрыша является именно категория Step. Тогда я решил, что все мои заявки будут относиться именно к ней.

Ниже показано, как я реализовал функцию постраничного скрейпинга getAllEntries и присваивание каждой заявке категории:

// Определение категорий заявок по их иконкам
const IMG_ICON = `<path d="M14 9l-2.519 4-2.481-1.96-5 6.96h16l-6-9zm8-5v16h-20v-16h20zm2-2h-24v20h24v-20zm-20 6c0-1.104.896-2 2-2s2 .896 2 2c0 1.105-.896 2-2 2s-2-.895-2-2z"></path>`.trim();
const VIDEO_ICON = `<path d="M16 18c0 1.104-.896 2-2 2h-12c-1.105 0-2-.896-2-2v-12c0-1.104.895-2 2-2h12c1.104 0 2 .896 2 2v12zm8-14l-6 6.223v3.554l6 6.223v-16z"></path>`.trim();
const STEP_ICON = `<path d="m22 17.75c0-.414-.336-.75-.75-.75h-13.5c-.414 0-.75.336-.75.75s.336.75.75.75h13.5c.414 0 .75-.336.75-.75zm-18.25-2.75c.966 0 1.75.784 1.75 1.75s-.784 1.75-1.75 1.75-1.75-.784-1.75-1.75.784-1.75 1.75-1.75zm18.25-1.25c0-.414-.336-.75-.75-.75h-13.5c-.414 0-.75.336-.75.75s.336.75.75.75h13.5c.414 0 .75-.336.75-.75zm-18.25-3.75c.966 0 1.75.784 1.75 1.75s-.784 1.75-1.75 1.75-1.75-.784-1.75-1.75.784-1.75 1.75-1.75zm18.25-.25c0-.414-.336-.75-.75-.75h-13.5c-.414 0-.75.336-.75.75s.336.75.75.75h13.5c.414 0 .75-.336.75-.75zm-18.25-4.75c.966 0 1.75.784 1.75 1.75s-.784 1.75-1.75 1.75-1.75-.784-1.75-1.75.784-1.75 1.75-1.75zm18.25.75c0-.414-.336-.75-.75-.75h-13.5c-.414 0-.75.336-.75.75s.336.75.75.75h13.5c.414 0 .75-.336.75-.75z" fill-rule="nonzero"></path>`

let totalEntries = 0; // Инициализация счётчика для подсчёта общего числа заявок
let imageEntries = 0; // инициализация счётчика для подсчёта количества фото-заявок
let stepEntries = 0; // Инициализация счётчика для подсчёта заявок категории Step
let videoEntries = 0; // Инициализация счётчика для подсчёта видео-заявок

const getAllEntries = async (page) => {
    const entries = await page.$$("ul.grid li.contents");
    totalEntries += entries.length; // Инкрементирование общего числа заявок на их количество, обнаруженное на текущей странице

    for (const entry of entries) {
        const entryHtml = await entry.innerHTML();
        const a = await entry.$("a");
        const href = await a.getAttribute("href");

        if (entryHtml.includes(IMG_ICON)) {
            // Это неконкурентная фото-заявка
            imageEntries++; // Инкрементирование счётчика фото-заявок без вывода на экран
        } else {
            if (entryHtml.includes(VIDEO_ICON)) {
                console.log('Competitive video entry found');
                videoEntries++; // Инкрементирование счётчика видео-заявок
            } else if (entryHtml.includes(STEP_ICON)) {
                console.log('Competitive step entry found');
                stepEntries++; // Инкрементирование счётчика заявок Step
            } else {
                console.log('Unknown entry type');
            }
            console.log(href); // Вывод на экран href не-фото заявок для дальнейшего анализа
        }
    }

    const nextButton = await page.$('a[rel="next"]');
    if (nextButton) {
        await nextButton.click();
        await page.waitForResponse(response => response.status() === 200);
        // Ожидание несколько секунд, чтобы осуществить загрузку и исключить ограничение скорости передачи
        await page.waitForTimeout(3200);
        await getAllEntries(page); // Рекурсивный вызов
    } else {
      console.log('No next button found, reached the end');
			// Всё готово, теперь можно анализировать заявки и делать умозаключения
			console.log(`Total entries processed: ${totalEntries}`);
      console.log(`Image entries: ${imageEntries}`); // Вывод общего числа фото-заявок
      console.log(`Video entries: ${videoEntries}`); // Вывод общего числа видео-заявок
      console.log(`Step entries: ${stepEntries}`); // Вывод общего числа заявок Step
    }
}

В этой функции мы рекурсивно выполняем серию задач:

Получаем количество потомков в элементе ul.grid li.contents (каждый потомок — это заявка на конкурс).
Для каждого потомка:
1. Получаем href, чтобы вывести его в консоль, если соответствующая заявка нам интересна.
2. Определяем, какая SVG-иконка использовалась для представления заявки:
  1. Если это фото-заявка, игнорируем её, так как конкурентной угрозы она для нас не представляет.
Инкрементируем счётчик соответствующего типа заявок:
1. Ищем кнопку Next page a[rel="next"]
2. Если она существует, кликаем, ожидаем загрузки следующей страницы и повторяем процесс с шага 1.
3. Если кнопки нет, значит мы достигли конца всех заявок, и можно выводить результаты.

Я выполнил скрипт командой node index.js и получил в консоли такие результаты:

No next button found, reached the end
Total entries processed: 538
Image entries: 439
Video entries: 17
Step entries: 67

Из всех 538 заявок на конкурс 439 были определены как неконкурентные фото-заявки.

👉 439/538=0.8159851301

То есть можно смело отбросить 81% всех заявок. Закон Парето. Естественно!
Теперь можно удалить эти 439 заявок из расчётов вероятности победы:

👉 538−439=99 
Шансы случайно выиграть один приз составляют: n/(99+n)

Но при этом также не забываем, что по результатам конкурса будет вручено аж 29 призов.

▍ Качество по-прежнему важно

Мы уже отсеяли подавляющее большинство заявок как неконкурентные, но можно отбросить и ещё часть. Это конкурс с участием судей. Низкопробные материалы, плохое повествование, наигранность в действиях и некачественный монтаж — все эти моменты могут стать причиной проигрыша.

Поэтому, опираясь на всё перечисленное, я решил ненадолго представить себя в роли судьи. Если ваша заявка банально не отвечает моим критериям качества контента, то я смело отнесу её к проигравшим.

В итоге я просмотрел часть заявок из категорий видео и Step. Если заявка оказывалась недостаточно хороша, я копировал её заголовок и сохранял в массиве неконкурентных. Затем, когда в ходе перебора галереи обнаруживалась одна из этих бесперспективных заявок, я обозначал её как nonCompetitor.

// Проверка, содержит ли href известную неконкурентную заявку
const KNOWN_NON_COMPETITORS = ['imagine', 'some', 'not', 'so', 'great', 'entry', 'slugs', 'in', 'this', 'list', 'that', 'have', 'been', 'redacted', 'to', 'be', 'kind']
let nonCompetitorEntries = 0; // Инициализация счётчика неконкурентных заявок

const isNonCompetitor = KNOWN_NON_COMPETITORS.some(nonCompetitor => href.includes(nonCompetitor));

if (isNonCompetitor) {
  nonCompetitorEntries++; // Инкрементирование счётчика неконкурентных заявок
  continue; // Пропуск вывода в консоль и подсчёт этой заявки
}

▶️
Качество воспроизведения видеороликов из галереи заявок оставляло желать лучшего. Медленная загрузка неоптимизированных MP4, отсутствие миниатюрных превью, заурядный проигрыватель тегов <video> — всё это участники могли легко доработать с помощью таких сервисов, как Mux.

У меня не было возможности просмотреть все заявки, но не менее 23 из них определённо не дотягивали до конкурентного уровня. В результате шансы на победу сдвигаются ещё больше в нашу пользу:

👉 99−23=76
Шансы выиграть один приз: n/(76+n)

В случае регистрации одной заявки мои шансы на выигрыш $5 000 составляли 1 к 77.

Такая перспектива уже выглядела довольно обнадёживающей, но поскольку каждый участник мог прислать несколько заявок, я должен был постараться отправить столько качественных материалов, сколько реально мог создать на фоне своих отцовских хлопот.

Я обновил код вывода в консоль, чтобы он включал количество конкурентных заявок. Именно с этим числом мне предстояло сопоставлять все вероятности на победу:

console.log(`Total entries processed: ${totalEntries}`);
console.log(`Image entries: ${imageEntries}`); // Вывод общего числа фото-заявок
console.log(`Non-competitive entries: ${nonCompetitorEntries}`); // Вывод общего числа неконкурентных заявок
console.log(`Video entries: ${videoEntries}`); // Вывод общего числа видео-заявок
console.log(`Step entries: ${stepEntries}`); // Вывод общего числа заявок Step
const competitiveEntries = totalEntries - nonCompetitorEntries - imageEntries;

console.log(`Competitive entries: ${competitiveEntries}`); // Вывод общего числа конкурентных заявок

▍ Вычисление вероятности выигрыша нескольких призов

Мне нужно было лучше понять свои шансы на выигрыш нескольких призов на случай, если я отправлю несколько заявок. Это, в свою очередь, требовало более тщательного анализа схемы присваивания призов:

const NUMBER_OF_PERSONAL_ENTRIES = 8;

const prizeDistribution = [
    { award: "grand prize", quantity: 1, amount: "$5,000" },
    { award: "second place prize", quantity: 1, amount: "$3,000" },
    { award: "third place prize", quantity: 1, amount: "$1,500" },
    { award: "fourth place prize", quantity: 7, amount: "$500 Lowe's gift card" },
    { award: "fifth place prize", quantity: 6, amount: "$250 Lowe's gift card" },
    { award: "sixth place prize", quantity: 13, amount: "WD-40 Branded Yeti® Rambler® One Gallon Jug" }
];

Обновим вывод, чтобы он раскрывал больше информации о призах:

console.log(`Number of prizes: ${prizes.reduce((acc, curr) => acc + curr.quantity, 0)}`); // Вывод общего числа призов

Теперь можно выяснить шансы на победу. Для этого мы используем функцию, вычисляющую биномиальный коэффициент.

Биномиальный что? Объяснение биномиальных коэффициентов по аналогии с банкой печенья

Общее количество печенек (n): представьте, что у вас в банке лежит 25 печенек, каждая со своим типом. Вам нужно взять несколько из них, чтобы угостить друзей.
Выбор печенек (k): вы решаете достать из банки 5 печенек. Порядок из извлечения значения не имеет. Вы просто хотите знать, сколько групп по 5 печенек вы можете собрать из всех 25 доступных.
Комбинации (биномиальный коэффициент): биномиальный коэффициент (или число сочетаний из n по k) — это способ вычисления количества групп печенек, которые вы можете сформировать. Он показывает, сколько уникальных комбинаций по 5 печенек вы можете собрать из 25 доступных.

Детальный разбор:

Одна печенька (k=1): если вы хотите извлечь всего одну печеньку (k=1), то ясно, что вам становится доступно 25 разных вариантов (по одному для каждой печеньки).
Две печеньки (k=2): если вам нужно взять 2 печеньки, биномиальный коэффициент поможет определить все пары, которые вы можете собрать. Это будет уже сложнее, поскольку простое умножение здесь использовать нельзя. Нужно также учесть тот факт, что выбор печеньки A и затем печеньки B будет равноценен выбору сначала печеньки B и затем печеньки A.
Общий случай (k печенек): для любого числа печенек k, которое вы хотите взять, биномиальный коэффициент позволит вычислить общее число уникальных групп из этих k печенек, которые можно собрать из их общего числа n.

Математические шаги (переведённые в аналогию):

Стартовая точка: начинаем с n печенек и выбираем первую, получаем n вариантов.
Следующие варианты: для следующей печеньки у нас есть n−1 вариантов и так далее, пока не будут выбраны все k печенек.
Избегание двойного подсчёта: чтобы исключить многократный подсчёт одной группы в разном порядке мы производим деление по количеству способов, которыми можно упорядочить эти k печенек среди них самих (то есть среди k).

Объяснение кода:

В коде биномиальный коэффициент вычисляется так:

function binomialCoefficient(n, k) {
    if (k > n) return 0; // Вы не можете выбрать больше печенек, чем у вас есть
    if (k === 0 || k === n) return 1; // Если вы не выбираете печеньки или выбираете их все, то сделать это можно только одним способом

    let coefficient = 1;
    for (let i = 1; i <= k; i++) {
        coefficient *= (n - (k - i)); // Умножение на количество оставшихся вариантов
        coefficient /= i; // Деление на число способов упорядочивания выбранных печенек
    }
    return coefficient;
}

Инициализация: начинаем с коэффициента 1.
Цикл: на каждом шаге, начиная с 1 и до k, обновляем коэффициент:
- Умножаем на количество оставшихся вариантов.
- Делим на количество шагов, чтобы учесть различные вариации последовательности.

Буду честен, я не математик, и всё это уже начинало выходить за рамки моих знаний. Но сама задача, которую я пытался реализовать, являлась не такой уж неординарной.

Я был вполне уверен, что на основе достаточно продуманного промпта GPT4o сможет составить код для вычисления моих шансов на победу:

I am trying to understand my odds of winning a contest. The contest allows me to submit multiple entries. The judges are selecting a total of 29 winners. there is one first place winner, one second place winner, one third place winner, seven fourth place winners, six fifth place winners, and 13 sixth place winners. I'd like to learn my chances to win based on if i submit n number of entries. i also know the total number of existing submissions, so I can pass that number as an argument to the function provide the javascript code to help me calculate my chances of winning. I want to provide the number of my entries, the number of competing entries, and learn my odds of winning.

Перевод

Я пытаюсь понять свои шансы на победу в конкурсе. Условия конкурса позволяют прислать несколько заявок. Всего судьи выберут 29 победителей. Из них будет один победитель на первое место, один на второе, один на третье, семь на четвёртое, шесть на пятое и тринадцать на шестое. Я хочу узнать свои шансы на победу в случае, если отправлю n заявок. Мне также известно общее число присланных на конкурс заявок, и я могу передать это число в виде аргумента в функцию. Создай мне код JavaScript для вычисления моих шансов на победу. Я хочу передать количество моих заявок, количество конкурирующих заявок и выяснить свои шансы на победу.

На это GPT4o сгенерировал такой код:

function binomialCoefficient(n, k) {
    if (k > n) return 0;
    if (k === 0 || k === n) return 1;

    let coefficient = 1;
    for (let i = 1; i <= k; i++) {
        coefficient *= (n - (k - i));
        coefficient /= i;
    }
    return coefficient;
}

// Функция для вычисления вероятности выигрыша ровно k призов
function probabilityOfWinningKPrizes(totalEntries, yourEntries, totalPrizes, k) {
    if (k > yourEntries || k > totalPrizes) return 0;

    let otherEntries = totalEntries - yourEntries;
    let waysForYouToWinKPrizes = binomialCoefficient(yourEntries, k);
    let waysForOthersToWinRemainingPrizes = binomialCoefficient(otherEntries, totalPrizes - k);
    let totalWaysToAwardPrizes = binomialCoefficient(totalEntries, totalPrizes);

    let probability = (waysForYouToWinKPrizes * waysForOthersToWinRemainingPrizes) / totalWaysToAwardPrizes;
    return probability;
}

// Функция для преобразования вероятности в понятный человеку показатель шансов
function probabilityToOdds(probability) {
    if (probability === 0) return "0 (impossible)";
    let odds = 1 / probability;
    return `1 in ${Math.round(odds).toLocaleString()}`;
}

// Функция для вычисления подробных вероятностей выигрыша призов в каждой категории
function calculateDetailedProbabilities(totalEntries, yourEntries, prizeDistribution) {
    let detailedProbabilities = {};

    prizeDistribution.forEach(prize => {
        let probabilities = [];
        let humanReadableOdds = [];
        let totalProbability = 0;
        for (let k = 0; k <= prize.quantity; k++) {
            let probability = probabilityOfWinningKPrizes(totalEntries, yourEntries, prize.quantity, k);
            probabilities.push(probability);
            totalProbability += probability;
            humanReadableOdds.push(probabilityToOdds(probability));
        }
        console.log(`Total probability for ${prize.award} should be close to 1: ${totalProbability}`);
        detailedProbabilities[prize.award] = {
            probabilities,
            humanReadableOdds
        };
    });

    return detailedProbabilities;
}

// Функция для вычисления кумулятивной вероятности выигрыша хотя бы одного приза
function calculateCumulativeProbability(totalEntries, yourEntries, prizeDistribution) {
    let probabilityOfNotWinningAnything = 1;

    prizeDistribution.forEach(prize => {
        let probabilityOfNotWinningThisPrize = probabilityOfWinningKPrizes(totalEntries, yourEntries, prize.quantity, 0);
        probabilityOfNotWinningAnything *= probabilityOfNotWinningThisPrize;
    });

    return 1 - probabilityOfNotWinningAnything;
}

// Функция для вычисления объединённых вероятностей выигрыша во всех категориях призов
function calculateCombinedProbabilities(totalEntries, yourEntries, totalPrizes) {
    let combinedProbabilities = [];
    let combinedHumanReadableOdds = [];
    let totalProbability = 0;

    for (let k = 0; k <= totalPrizes; k++) {
        let probability = probabilityOfWinningKPrizes(totalEntries, yourEntries, totalPrizes, k);
        combinedProbabilities.push(probability);
        totalProbability += probability;
        combinedHumanReadableOdds.push(probabilityToOdds(probability));
    }

    console.log(`Total combined probability for all prizes should be close to 1: ${totalProbability}`);
    return { combinedProbabilities, combinedHumanReadableOdds };
}

Неплохо.

Теперь же, когда у нас есть вспомогательные функции, используем их для вывода различных вероятностей и шансов в случае отправки на конкурс различного числа заявок:

// Пример
const totalEntries = 76;
const yourEntries = 8; // Измените это значение, чтобы проверить вероятности при различном числе отправленных заявок
const prizeDistribution = [
    { award: 'First place', quantity: 1 },
    { award: 'Second place', quantity: 1 },
    { award: 'Third place', quantity: 1 },
    { award: 'Fourth place', quantity: 7 },
    { award: 'Fifth place', quantity: 6 },
    { award: 'Sixth place', quantity: 13 }
];
const totalPrizes = prizeDistribution.reduce((acc, prize) => acc + prize.quantity, 0);
const totalEntriesIncludingYours = totalEntries + yourEntries;

let detailedProbabilities = calculateDetailedProbabilities(totalEntriesIncludingYours, yourEntries, prizeDistribution);

// Подробное отображение вероятностей и шансов на победу в понятном человеку виде
Object.keys(detailedProbabilities).forEach(prize => {
    let prizeInfo = detailedProbabilities[prize];
    console.log(`Your probabilities of winning 0 to ${prizeDistribution.find(p => p.award === prize).quantity} ${prize} prizes are:`, prizeInfo.probabilities);
    prizeInfo.humanReadableOdds.forEach((odds, index) => {
        console.log(`The odds of winning exactly ${index} ${prize} prizes are: ${odds}`);
    });
});

// Вычисление общей вероятности выигрыша хотя бы одного приза
let cumulativeProbability = calculateCumulativeProbability(totalEntriesIncludingYours, yourEntries, prizeDistribution);
console.log("Your cumulative probability of winning at least one prize is:", cumulativeProbability);

// Вычисление общих вероятностей для всех призов
let combinedResults = calculateCombinedProbabilities(totalEntriesIncludingYours, yourEntries, totalPrizes);

// Вывод общих вероятностей и шансов на победу в понятном человеку виде
console.log(`Your probabilities of winning 0 to ${totalPrizes} prizes across all categories are:`, combinedResults.combinedProbabilities);
combinedResults.combinedHumanReadableOdds.forEach((odds, index) => {
    console.log(`The odds of winning exactly ${index} prizes across all categories are: ${odds}`);
});

Итак, барабанная дробь…

Итоговые расчёты показывали, что при отправке 8 заявок у меня был более высокий шанс выиграть 1, 2, 3, 4 или даже 5 призов, чем не выиграть вообще. При этом была 95% вероятность, что я выиграю как минимум один приз.

Total probability for First place should be close to 1: 1
Total probability for Second place should be close to 1: 1
Total probability for Third place should be close to 1: 1
Total probability for Fourth place should be close to 1: 1
Total probability for Fifth place should be close to 1: 1
Total probability for Sixth place should be close to 1: 1
Your probabilities of winning 0 to 1 First place prizes are: [ 0.9047619047619048, 0.09523809523809523 ]
The odds of winning exactly 0 First place prizes are: 1 in 1
The odds of winning exactly 1 First place prizes are: 1 in 11
Your probabilities of winning 0 to 1 Second place prizes are: [ 0.9047619047619048, 0.09523809523809523 ]
The odds of winning exactly 0 Second place prizes are: 1 in 1
The odds of winning exactly 1 Second place prizes are: 1 in 11
Your probabilities of winning 0 to 1 Third place prizes are: [ 0.9047619047619048, 0.09523809523809523 ]
The odds of winning exactly 0 Third place prizes are: 1 in 1
The odds of winning exactly 1 Third place prizes are: 1 in 11

Вероятности выигрыша приза за четвёртое место

Your probabilities of winning 0 to 7 Fourth place prizes are: [
  0.48267009292649365,
  0.3861360743411949,
  0.11420926142486047,
  0.01586239742011951,
  0.0010864655767205144,
  0.000035236721407151816,
  4.6982295209535756e-7,
  1.7662516996066073e-9
]
The odds of winning exactly 0 Fourth place prizes are: 1 in 2
The odds of winning exactly 1 Fourth place prizes are: 1 in 3
The odds of winning exactly 2 Fourth place prizes are: 1 in 9
The odds of winning exactly 3 Fourth place prizes are: 1 in 63
The odds of winning exactly 4 Fourth place prizes are: 1 in 920
The odds of winning exactly 5 Fourth place prizes are: 1 in 28,379
The odds of winning exactly 6 Fourth place prizes are: 1 in 2,128,461
The odds of winning exactly 7 Fourth place prizes are: 1 in 566,170,722

Вероятности выигрыша приза за пятое место

Your probabilities of winning 0 to 6 Fifth place prizes are: [
  0.5378323892609501,
  0.3636049955566986,
  0.0883762141978087,
  0.009685064569622872,
  0.0004907971910281861,
  0.00001047034007526797,
  6.888381628465768e-8
]
The odds of winning exactly 0 Fifth place prizes are: 1 in 2
The odds of winning exactly 1 Fifth place prizes are: 1 in 3
The odds of winning exactly 2 Fifth place prizes are: 1 in 11
The odds of winning exactly 3 Fifth place prizes are: 1 in 103
The odds of winning exactly 4 Fifth place prizes are: 1 in 2,038
The odds of winning exactly 5 Fifth place prizes are: 1 in 95,508
The odds of winning exactly 6 Fifth place prizes are: 1 in 14,517,198

Вероятности выигрыша приза за шестое место

Your probabilities of winning 0 to 13 Sixth place prizes are: [
  0.2440438148568602,
  0.3965711991423978,
  0.2562460055997032,
  0.08541533519990106,
  0.015935696865653184,
  0.00168730907989269,
  0.00009781501912421392,
  0.0000027947148321203974,
  2.952163555056758e-8,
  0,
  0,
  0,
  0,
  0
]
The odds of winning exactly 0 Sixth place prizes are: 1 in 4
The odds of winning exactly 1 Sixth place prizes are: 1 in 3
The odds of winning exactly 2 Sixth place prizes are: 1 in 4
The odds of winning exactly 3 Sixth place prizes are: 1 in 12
The odds of winning exactly 4 Sixth place prizes are: 1 in 63
The odds of winning exactly 5 Sixth place prizes are: 1 in 593
The odds of winning exactly 6 Sixth place prizes are: 1 in 10,223
The odds of winning exactly 7 Sixth place prizes are: 1 in 357,818
The odds of winning exactly 8 Sixth place prizes are: 1 in 33,873,462
The odds of winning exactly 9 Sixth place prizes are: 0 (impossible)
The odds of winning exactly 10 Sixth place prizes are: 0 (impossible)
The odds of winning exactly 11 Sixth place prizes are: 0 (impossible)
The odds of winning exactly 12 Sixth place prizes are: 0 (impossible)
The odds of winning exactly 13 Sixth place prizes are: 0 (impossible)

Суммирование вероятностей

Your cumulative probability of winning at least one prize is: 0.953078912795086
Total combined probability for all prizes should be close to 1: 1.0000000000000002
Your probabilities of winning 0 to 29 prizes across all categories are: [
    0.02792894331261447,   0.13498989267763659,
     0.2699797853552732,   0.29157816818369503,
    0.18580961697980572,   0.07146523729992528,
   0.016180808445266093, 0.0019690930912228577,
  0.0000984546545611429,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0,
                      0,                     0
]
The odds of winning exactly 0 prizes across all categories are: 1 in 36
The odds of winning exactly 1 prizes across all categories are: 1 in 7
The odds of winning exactly 2 prizes across all categories are: 1 in 4
The odds of winning exactly 3 prizes across all categories are: 1 in 3
The odds of winning exactly 4 prizes across all categories are: 1 in 5
The odds of winning exactly 5 prizes across all categories are: 1 in 14
The odds of winning exactly 6 prizes across all categories are: 1 in 62
The odds of winning exactly 7 prizes across all categories are: 1 in 508
The odds of winning exactly 8 prizes across all categories are: 1 in 10,157
The odds of winning exactly 9 prizes across all categories are: 0 (impossible)
The odds of winning exactly 10 prizes across all categories are: 0 (impossible)
The odds of winning exactly 11 prizes across all categories are: 0 (impossible)
The odds of winning exactly 12 prizes across all categories are: 0 (impossible)
The odds of winning exactly 13 prizes across all categories are: 0 (impossible)
The odds of winning exactly 14 prizes across all categories are: 0 (impossible)
The odds of winning exactly 15 prizes across all categories are: 0 (impossible)
The odds of winning exactly 16 prizes across all categories are: 0 (impossible)
The odds of winning exactly 17 prizes across all categories are: 0 (impossible)
The odds of winning exactly 18 prizes across all categories are: 0 (impossible)
The odds of winning exactly 19 prizes across all categories are: 0 (impossible)
The odds of winning exactly 20 prizes across all categories are: 0 (impossible)
The odds of winning exactly 21 prizes across all categories are: 0 (impossible)
The odds of winning exactly 22 prizes across all categories are: 0 (impossible)
The odds of winning exactly 23 prizes across all categories are: 0 (impossible)
The odds of winning exactly 24 prizes across all categories are: 0 (impossible)
The odds of winning exactly 25 prizes across all categories are: 0 (impossible)
The odds of winning exactly 26 prizes across all categories are: 0 (impossible)
The odds of winning exactly 27 prizes across all categories are: 0 (impossible)
The odds of winning exactly 28 prizes across all categories are: 0 (impossible)
The odds of winning exactly 29 prizes across all categories are: 0 (impossible)

Я определённо участвую в этом конкурсе!

Недолго думая, я сгонял в ближайший хозяйственный магазин и купил банку WD-40, которая обошлась мне в $7.87.

▍ Высокое качество при малых трудозатратах

В свете стремительно приближавшегося дедлайна (и многих других очевидных приоритетов) лишнего времени у меня не было. К счастью, починка скрипучих шарниров, заевших раздвижных дверей и капризного дверного замка не требовала серьёзных временных вложений. Весь процесс исправления этих мелких недочётов моего жилища 1930 года постройки я снял на свой iPhone 13.

Продумыванием закадрового текста, музыки и монтажом я займусь позже. Сейчас мне просто нужно было погрузиться в съёмку материалов для конкурса.

В конечном итоге за утро я успел отснять 8 роликов, на каждый из которых потратил от 15 до 20 минут:

Очистка почтового ящика.
Возвращение подвижности дверному замку.
Смазка салазок раздвижной двери.
Устранение скрипа в дверном шарнире.
Удаление старой сервисной наклейки с отопительного котла.
Смазка рычага системы HVAC (ОВиК, отопление, вентиляция и кондиционирование).
Стирание следов перманентного маркера с художественного картона.
Защита домика феи, обустроенного в древесном пне.

🎥При создании видеоконтента я пользуюсь простым правилом. стараясь всегда показать задачу под необычным углом. Очень близкая съёмка, нестандартная точка обзора и прочие приёмы композиции прекрасно помогают создать интересное видео.

Ещё фото

Теперь, когда все видеоматериалы были готовы, пришло время монтажа. Я закинул все видео в Adobe Premiere и взял из них отдельные кадры, которые лучше всего демонстрировали процесс починки.

▍ Схема

Каждое видео монтировалось по общей схеме:

Представление проблемы.
Утверждение, что проблему можно исправить с помощью WD-40 и простых домашних инструментов.
Подробное описание шагов, которые потребуются для решения проблемы.
Демонстрация предмета после его починки с помощью WD-40.

Для предыдущих конкурсов мне постоянно приходилось сначала составлять, а потом записывать дикторский текст с помощью микрофона, запинаясь на некоторых строчках и повторяя запись, чтобы исключить случайный лай собаки или плач ребёнка.

▍ Elevenlabs

Инструмент Elevenlabs существенно упростил процесс создания дикторского текста. Я написал простой скрипт озвучки, соответствующий схеме каждой задачи, выбрал голос из библиотеки Elevenlabs и вставил этот скрипт в механизм генерации речи.

Чаще всего результат получался идеальным с первого раза. Из-за некорректного произнесения или странных ударений повторно сгенерировать пришлось всего несколько скриптов.

Прослушать запись можно в оригинале статьи

Полученную закадровую речь я скачивал в формате MP3 и вставлял на временную шкалу Premiere, финишно подстраивая под неё видеопоток ролика.

▍ Suno

Последним недостающим элементом была фоновая музыка. Обычно я искал подходящий саундтрек в архивах Creative Commons, но на этот раз инструменты ИИ до смешного упростили задачу.

Suno даёт возможность конкретно указать нужный мне мотив. После нескольких генераций мне удалось получить идеальный трек в стиле HGTV, ставший прекрасным дополнением для моих видео.

soft drums, electric guitar, folk, acoustic, banjo, instrumental

Весь монтаж занял ~8 часов, после чего мои заявки были готовы к отправке!

Этот и другие ролики доступны для просмотра в оригинале статьи

▍ E-mail

Итак, 24 июля 2024 года в 16:47, а именно через 3 часа и 47 минут после указанного в условиях Winner Notification дедлайна*, я получил это письмо:

*Во всех случаях официальным устройством для отслеживания времени выступает компьютер администратора (согласно правилам конкурса). Должно быть, запоздание вызвано некоторой рассинхронизацией во времени.

Семь из восьми отправленных мной заявок выиграли призы.

▍ Вопросы, которые у вас могут возникнуть

Что случилось с заявкой, которая ничего не выиграла?

В заявке №8 я немного отклонился от своей схемы и решил сделать ролик более кинематографичным, сюжетным и весёлым, чтобы он мог претендовать на главный приз. В итоге он стал моим фаворитом, но по факту ничего не выиграл. Это прекрасно показывает, что при оценке по взвешенным критериям ваша креативность не учитывается (если только она не прописана отдельным пунктом).

Вы расстроены, что не заняли 1, 2 и даже 3 место?

Немного, но всё же думаю, что судьи были объективны, и я получил те награды, которые реально заслужил. Ни один из присланных мной проектов не был особо интересным или новаторским.

Посмотреть ролик можно в оригинале статьи

Вы наверняка больше времени потратили на написание этой статьи, чем на участие в самом конкурсе?

Да.

…Почему?

Потому что писать важно. Это моё увлечение, и я хочу запомнить, насколько нелепым был этот период в моей жизни.

Мне нравится ваш стиль письма. Поможете мне усовершенствовать мой?

Возможно! Давайте обсудим.

На что вы потратите выигрыш?

Даже не знаю. Пока что подумываю купить машину для приготовления мороженого. Если у вас есть какие-то хорошие идеи, поделитесь ими.

Где вы находите конкурсы, в которых так легко выиграть?

Простите, это коммерческая тайна. Но я точно не являюсь одним из агрегаторов конкурсов.

Telegram-канал со скидками, розыгрышами призов и новостями IT 💻

Источник

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ICO

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Дата

8 сент. 2024 г.

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i Lost $200,000 to a phishing scam in 2022. Funds went to a mixer service. Davies traced 70% through Ethereum layers. He teamed with an exchange to freeze the rest. i got $140,000 back in six months. Hiring Davies means clear steps. You share details. He checks facts. Then, the hunt begins. Expect ups and downs, but his plan keeps it steady. you can reach out to him by sending an email to anthonydaviestech {@} gmail com
13.11.25 20:05 [email protected]

A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
13.11.25 20:05 [email protected]

A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
13.11.25 22:51 ashley11

Recover All Lost Cryptocurrency From Scammers
13.11.25 22:52 ashley11

Recover All Lost Cryptocurrency From Scammers TREQORA INTEL has exhibited unparalleled strength in the realm of recovery. They stand out as the premier team to collaborate with if you encounter withdrawal difficulties from the platform where you’ve invested. Recently, I engaged with them to recover over a million dollars trapped in an investment platform I’d been involved with for months. I furnished their team with every detail of the investment via Email (SUPPORT @ TREQORA . C O M”), including accounts, names, and wallet addresses to which I sent the funds. This decision proved to be the best I’ve made, especially after realizing I had been sc**med by the company. Initially, I harbored doubts about their services, but I was proven wrong. TREQORA INTEL ensures exemplary service delivery and ensures the perpetrators face justice. They employ advanced techniques to ensure you regain access to your funds. Understandably, many individuals who have fallen victim to investment scams may still harbor trepidation about engaging in online services again due to the trauma of being sc**med. However, I implore you to take action. Seek assistance from TREQORA INTEL today and witness their remarkable capabilities firsthand. Among the myriad of hackers available, TREQORA INTEL stands head and shoulders above the rest. While I may not have sampled all of them, the few I attempted to work with previously were unhelpful and solely focused on depleting the little funds I had left. I am grateful that I resisted their enticements, and despite the time it took me to discover TREQORA INTEL, they ultimately fulfilled my primary objective. I am confident they will execute the task proficiently. Without their intervention, I would have remained despondent and perplexed indefinitely. Don’t make the error of entrusting sc**mers to rectify a sc*m; the consequences are evident. Email:support@treqora. com,WhatsApp: ‪‪‪‪‪‪+1 (7 7 3) 9 7 7 - 7 8 7 7‬‬‬‬ ‬‬,Website: Treqora. com. How Can I Recover My Lost Bitcoin From A Romance Scammer-HIRE TREQORA INTEL
13.11.25 23:36 daisy

i Lost $200,000 to a phishing scam in 2022. Funds went to a mixer service. Davies traced 70% through Ethereum layers. He teamed with an exchange to freeze the rest. i got $140,000 back in six months. Hiring Davies means clear steps. You share details. He checks facts. Then, the hunt begins. Expect ups and downs, but his plan keeps it steady. you can reach out to him by sending an email to anthonydaviestech {@} gmail com
14.11.25 03:42 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.11.25 03:42 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.11.25 08:38 [email protected]

A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
14.11.25 10:39 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
14.11.25 12:12 daisy

i Lost $200,000 to a phishing scam in 2022. Funds went to a mixer service. Davies traced 70% through Ethereum layers. He teamed with an exchange to freeze the rest. i got $140,000 back in six months. Hiring Davies means clear steps. You share details. He checks facts. Then, the hunt begins. Expect ups and downs, but his plan keeps it steady. you can reach out to him by sending an email to anthonydaviestech {@} gmail com
14.11.25 15:07 caridad

Perth Family Saved After $400K Crypto Scam Our family in Perth, WA invested through what we thought was a trusted platform but ended up being a fraudulent investment scheme. We lost nearly AUD 420,000 worth of BTC and USDT. Luckily, a friend recommended Bitreclaim.com. Their 24/7 customer support assigned us a smart contract audit specialist who asked for wallet addresses and transaction hashes. With their forensic blockchain trace, they recovered over 5.1 BTC directly into our hardware wallet. For Perth investors: don’t give up hope. Submit a case at Bitreclaim.com immediately. Their professionalism and success rate in Australia is unmatched.
14.11.25 18:33 justinekelly45

FAST & RELIABLE CRYPTO RECOVERY SERVICES Hire iFORCE HACKER RECOVERY I was one of many victims deceived by fake cryptocurrency investment offers on Telegram. Hoping to build a retirement fund, I invested heavily and ended up losing about $470,000, including borrowed money. Just when I thought recovery was impossible, I found iForce Hacker Recovery. Their team of crypto recovery experts worked tirelessly and helped me recover my assets within 72 hours, even tracing the scammers involved. I’m deeply thankful for their professionalism and highly recommend their services to anyone facing a similar situation. Website: ht tps://iforcehackers. co m WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om
14.11.25 20:56 juliamarvin

Firstly, the importance of verifying the authenticity of online communications, especially those about financial matters. Secondly, the potential for recovery exists even in cases where it seems hopeless, thanks to innovative services like TechY Force Cyber Retrieval. Lastly, the cryptocurrency community needs to be more aware of these risks and the available solutions to combat them. My experience serves as a warning to others to be cautious of online impersonators and never to underestimate the potential for recovery in the face of theft. It also highlights the critical role that professional retrieval services can play in securing your digital assets. In conclusion, while the cryptocurrency space offers unparalleled opportunities, it also presents unique challenges, and being informed and vigilant is key to navigating this landscape safely. W.h.a.t.s.A.p.p.. +.15.6.1.7.2.6.3.6.9.7. M.a.i.l T.e.c.h.y.f.o.r.c.e.c.y.b.e.r.r.e.t.r.i.e.v.a.l.@.c.o.n.s.u.l.t.a.n.t.c.o.m. T.e.l.e.g.r.a.m +.15.6.1.7.2.6.3.6.9.7
15.11.25 12:47 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
15.11.25 14:39 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.11.25 14:39 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.11.25 15:31 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
15.11.25 15:52 [email protected]

A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
16.11.25 14:43 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
16.11.25 14:44 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
16.11.25 20:38 [email protected]

A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
17.11.25 03:24 johnny231

INFO@THEBARRYCYBERINVESTIGATIONSDOTCOM is one of the best cyber hackers that i have actually met and had an encounter with, i was suspecting my partner was cheating on me for some time now but i was not sure of my assumptions so i had to contact BARRY CYBER INVESTIGATIONS to help me out with my suspicion. During the cause of their investigation they intercepted his text messages, social media(facebook, twittwer, snapchat whatsapp, instagram),also call logs as well as pictures and videos(deleted files also) they found out my spouse was cheating on me for over 3 years and was already even sending nudes out as well as money to anonymous wallets,so i deciced to file for a divorce and then when i did that i came to the understanding that most of the cryptocurrency we had invested in forex by him was already gone. BARRY CYBER INVESTIGATIONS helped me out through out the cause of my divorce with my spouse they also helped me in retrieving some of the cryptocurrency back, as if that was not enough i decided to introduce them to another of my friend who had lost her most of her savings on a bad crytpo investment and as a result of that it affected her credit score, BARRY CYBER INVESTIGATIONS helped her recover some of the funds back and helped her build her credit score, i have never seen anything like this in my life and to top it off they are very professional and they have intergrity to it you can contact them also on their whatsapp +1814-488-3301. for any hacking or pi jobs you can contact them and i assure you nothing but the best out of the job
17.11.25 11:26 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.11.25 11:27 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
19.11.25 01:56 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
19.11.25 08:11 JuneWatkins

I’m June Watkins from California. I never thought I’d lose my life savings in Bitcoin. One wrong click, a fake wallet update, and $187,000 vanished in seconds. I cried for days, felt stupid, ashamed, and completely hopeless. But God wouldn’t let me stay silent or defeated. A friend sent me a simple message: “Contact Mbcoin Recovery Group, they specialize in this.” I was skeptical (there are so many scammers), but something in my spirit said “try.” I reached out to Mbcoin Recovery Group through their official site and within minutes their team responded with kindness and clarity. They walked with me step by step, and stayed in constant contact. Three days later, I watched in tears as every single Bitcoin returned to my wallet, 100% recovered. God turned my mess into a message and my shame into a testimony! If you’ve lost crypto and feel it’s gone forever, don’t give up. I’m living proof that recovery is possible. Thank you, Mbcoin Recovery Group, and thank You, Jesus, for never leaving me stranded. contact: (https://mbcoinrecoverygrou.wixsite.com/mb-coin-recovery) (Email: [email protected]) (Call Number: +1 346 954-1564)
19.11.25 08:26 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) (Email [email protected])
19.11.25 08:27 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
19.11.25 16:30 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
19.11.25 16:30 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
20.11.25 15:55 mariotuttle94

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21.11.25 10:56 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
21.11.25 10:56 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.11.25 04:41 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
22.11.25 22:04 wendytaylor015

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22.11.25 22:04 wendytaylor015

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22.11.25 22:05 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.11.25 03:34 Matt Kegan

SolidBlock Forensics are absolutely the best Crypto forensics team, they're swift to action and accurate
23.11.25 09:54 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.11.25 18:01 mosbygerry

I recently had the opportunity to work with a skilled programmer who specialized in recovering crypto assets, and the results were nothing short of impressive. The experience not only helped me regain control of my investments but also provided valuable insight into the intricacies of cryptocurrency technology and cybersecurity. The journey began when I attempted to withdraw $183,000 from an investment firm, only to encounter a series of challenges that made it impossible for me to access my funds. Despite seeking assistance from individuals claiming to be Bitcoin miners, I was unable to recover my investments. The situation was further complicated by the fact that all my deposits were made using various cryptocurrencies that are difficult to trace. However, I persisted in my pursuit of recovery, driven by the determination to reclaim my losses. It was during this time that I discovered TechY Force Cyber Retrieval, a team of experts with a proven track record of successfully recovering crypto assets. With their assistance, I was finally able to recover my investments, and in doing so, gained a deeper understanding of the complex mechanisms that underpin cryptocurrency transactions. The experience taught me that with the right expertise and guidance, even the most seemingly insurmountable challenges can be overcome. I feel a sense of obligation to share my positive experience with others who may have fallen victim to cryptocurrency scams or are struggling to recover their investments. If you find yourself in a similar situation, I highly recommend seeking the assistance of a trustworthy and skilled programmer, such as those at TechY Force Cyber Retrieval. WhatsApp (+1561726 3697) or (+1561726 3697). Their expertise and dedication to helping individuals recover their crypto assets are truly commendable, and I have no hesitation in endorsing their services to anyone in need. By sharing my story, I hope to provide a beacon of hope for those who may have lost faith in their ability to recover their investments and to emphasize the importance of seeking professional help when navigating the complex world of cryptocurrency.
24.11.25 11:43 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.11.25 11:43 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.11.25 16:34 Mundo

I wired 120k in crypto to the wrong wallet. One dumb slip-up, and poof gone. That hit me hard. Lost everything I had built up. Crypto moves on the blockchain. It's like a public record book. Once you send, that's it. No take-backs. Banks can fix wire mistakes. Not here. Transfers stick forever. a buddy tipped me off right away. Meet Sylvester Bryant. Guy's a pro at pulling back lost crypto. Handles cases others can't touch, he spots scammer moves cold. Follows money down secret paths. Mixers. Fake trades. Hidden swaps. You name it, he tracks it. this happens to tons of folks. Fat-finger a key. Miss one digit in the address. Boom. Billions vanish like that each year. I panicked. Figured my stash was toast for good. Bryant flipped the script. He jumps on hard jobs quick. Digs deep. Cracks the trail. Got my funds back safe. You're in the same boat? Don't sit there. Hit him up today. Email [email protected]. WhatsApp +1 512 577 7957. Or +44 7428 662701. Time's your enemy here. Scammers spend fast. Chains churn non-stop. Move now. Grab your cash back home.
25.11.25 05:15 michaeldavenport218

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.11.25 13:31 mickaelroques52

CRYPTO TRACING AND INVESTIGATION EXPERT: HOW TO RECOVER STOLEN CRYPTO_HIRE RAPID DIGITAL RECOVERY
25.11.25 13:31 mickaelroques52

I’ve always considered myself a careful person when it comes to money, but even the most cautious people can be fooled. A few months ago, I invested some of my Bitcoin into what I believed was a legitimate platform. Everything seemed right, professional website, live chat support and even convincing testimonials. I thought I had done my homework. But when I tried to withdraw my funds, everything fell apart. My account was blocked, the so-called support team disappeared and I realized I had been scammed. The shock was overwhelming. I couldn’t believe I had fallen for it. That Bitcoin represented years of savings and sacrifices and it felt like everything had been stolen from me in seconds. I didn’t sleep for days and I was angry at myself for trusting the wrong people. In my desperation, I started searching for solutions and came across Rapid Digital Recovery. At first, I thought it was just another promise that would lead nowhere. But after speaking with them, I realized this was different. They were professional, clear and understanding. They explained exactly how they track stolen funds through blockchain forensics and what steps would be taken in my case. I gave them all the transaction details and they immediately got to work. What impressed me most was their transparency, they gave me updates regularly and kept me involved in the process. After weeks of investigation, they achieved what I thought was impossible: they recovered my stolen Bitcoin and safely returned it to my wallet. The relief I felt that day is indescribable. I went from feeling hopeless and broken to feeling like I had been given a second chance. I am forever grateful to Rapid Digital Recovery. They didn’t just recover my money, they restored my peace of mind. If you’re reading this because you’ve been scammed, please know you’re not alone and that recovery is possible. I’m living proof that with the right help, you can get your funds back... Contact Info Below WhatSapp: + 1 414 807 1485 Email: rapiddigitalrecovery (@) execs. com Telegram: + 1 680 5881 631
26.11.25 18:18 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
26.11.25 18:20 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
26.11.25 19:13 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
26.11.25 19:13 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
26.11.25 19:13 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
27.11.25 10:56 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.11.25 10:56 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.11.25 20:04 deborah113

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27.11.25 23:48 elizabethrush89

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27.11.25 23:48 elizabethrush89

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28.11.25 00:08 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected])WhatsApp at +44 736-644-5035. ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it.
28.11.25 11:15 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
28.11.25 11:15 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
28.11.25 11:43 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
28.11.25 11:43 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
29.11.25 12:35 elizabethrush89

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29.11.25 12:35 elizabethrush89

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29.11.25 12:35 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
30.11.25 20:37 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
01.12.25 12:27 Thomas Muller

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01.12.25 12:27 Thomas Muller

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01.12.25 23:45 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
01.12.25 23:45 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
02.12.25 02:21 donald121

In 2025 alone, hackers stole over $1.5 billion in digital assets from users worldwide. That's a wake-up call for anyone holding crypto. Theft hits hard because once funds move, they're tough to get back. Common ways it happens include phishing emails that trick you into giving up keys, big exchange breaches, or malware sneaking into your wallet. Marie guide walks you through steps to recover stolen cryptocurrency. You'll learn quick actions to stop more loss, how to trace funds, and ways to fight back legally. Plus, tips to avoid this mess next time. reach her (infocyberrecoveryinc@gmail com and whatsapp:+1 7127594675)
02.12.25 15:05 Matt Kegan

Reach out to SolidBlock Forensics if you want to get back your coins from fake crypto investment or your wallet was compromised and all your coins gone. SolidBlock Forensics provide deep ethical analysis and investigation that enables them to trace these schemes, and recover all your funds. Their services are professional and reliable.
03.12.25 09:22 tyrelldavis1

I still recall the day I fell victim to an online scam, losing a substantial amount of money to a cunning fraudster. The feeling of helplessness and despair that followed was overwhelming, and I thought I had lost all hope of ever recovering my stolen funds. However, after months of searching for a solution, I stumbled upon a beacon of hope - GRAYWARE TECH SERVICE, a highly reputable and exceptionally skilled investigative and recovery firm. Their team of expert cybersecurity professionals specializes in tracking and retrieving money lost to internet fraud, and I was impressed by their unwavering dedication to helping victims like me. With their extensive knowledge and cutting-edge technology, they were able to navigate the complex world of online finance and identify the culprits behind my loss. What struck me most about GRAYWARE TECH SERVICE was their unparalleled expertise and exceptional customer service. They took the time to understand my situation, provided me with regular updates, and kept me informed throughout the entire recovery process. Their transparency and professionalism were truly reassuring, and I felt confident that I had finally found a reliable partner to help me recover my stolen money. Thanks to GRAYWARE TECH SERVICE, I was able to recover a significant portion of my lost funds, and I am forever grateful for their assistance. Their success in retrieving my money not only restored my financial stability but also restored my faith in the ability of authorities to combat online fraud. If you have fallen victim to internet scams, I highly recommend reaching out to GRAYWARE TECH SERVICE - their expertise and dedication to recovering stolen funds are unparalleled, and they may be your only hope for retrieving what is rightfully yours. You can reach them on whatsapp+18582759508 web at ( https://graywaretechservice.com/ ) also on Mail: ([email protected]
03.12.25 21:01 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected]) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
03.12.25 22:17 Tonerdomark

I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: yt7cracker@gmail. com. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
04.12.25 01:37 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
04.12.25 01:37 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
04.12.25 04:35 Tonerdomark

I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
04.12.25 10:32 Tonerdomark

I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
04.12.25 18:25 smithhazael

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04.12.25 21:45 elizabethrush89

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04.12.25 21:45 elizabethrush89

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05.12.25 08:35 into11

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05.12.25 08:48 Tonerdomark

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06.12.25 01:44 Tonerdomark

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06.12.25 10:36 Thomas Muller

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06.12.25 10:36 Thomas Muller

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06.12.25 10:39 michaeldavenport238

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06.12.25 10:42 michaeldavenport238

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07.12.25 08:43 Tonerdomark

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08.12.25 02:17 liam

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08.12.25 09:07 Tonerdomark

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09.12.25 00:18 swanky

For a long time, I had heard tales of individuals striking it rich through cryptocurrency investments, but I had little knowledge of how the system operated. The potential for financial gain piqued my interest, and I decided to dive in and invest. To help me navigate this complex landscape, I joined a group of online traders who promised to guide me through the investment process. Their confidence and expertise made me feel reassured about my decision.After spending some time learning from them and observing their trading strategies, I felt compelled to invest a substantial amount of money to which i lost, now in search of recovering my funds i got referred to anthonydavies on telegram a funds recovery specialist with his team help i was able to get back $300000 of my usdc back. you can reach him via anthonydaviestech AT gmail dot com
09.12.25 01:01 Tonerdomark

SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = Yt7CRACKER@gmail. com
09.12.25 05:44 swanky

For a long time, I had heard tales of individuals striking it rich through cryptocurrency investments, but I had little knowledge of how the system operated. The potential for financial gain piqued my interest, and I decided to dive in and invest. To help me navigate this complex landscape, I joined a group of online traders who promised to guide me through the investment process. Their confidence and expertise made me feel reassured about my decision.After spending some time learning from them and observing their trading strategies, I felt compelled to invest a substantial amount of money to which i lost, now in search of recovering my funds i got referred to anthonydavies on telegram a funds recovery specialist with his team help i was able to get back $300000 of my usdc back. you can reach him via anthonydaviestech AT gmail dot com
09.12.25 10:24 lane3215

It is distressing to lose USDT to a bitcoin wallet hack. Although challenging, recovering stolen USDT is feasible. Your chances increase if you move swiftly and strategically. Marie can help you with reporting the theft, recovering USDT, and taking immediate action. You can reach her via mail at [email protected], WhatsApp at +1 7127594675.
09.12.25 10:25 lane3215

It is distressing to lose USDT to a bitcoin wallet hack. Although challenging, recovering stolen USDT is feasible. Your chances increase if you move swiftly and strategically. Marie can help you with reporting the theft, recovering USDT, and taking immediate action. You can reach her via mail at [email protected], WhatsApp at +1 7127594675.
09.12.25 14:16 Matt Kegan

Grateful i came across SolidBlock Forensics. After investing in crypto trade and couldn't make withdrawals, it dawned on me something was wrong. They kept on asking for taxes, fees for maintenance, and more money for admin reasons. But being represented by SolidBlock Forensics, i was able to file reports, and finally, received all my investments with returns. Its great to know we have professionals that handle such issues and get the job done.