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The importance of ‘ghost rate’ in gauging meaningful adoption

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Ghost rate is not just a metric; it's imperative for brands seeking to tap into the transformative potential of blockchain technology.

All day I talk to founders in the blockchain category, and all day I hear the same thing — the importance of adoption. Adoption is what everyone is chasing at all costs. This makes sense since the resiliency, overall network effect and ultimately the value of a blockchain rely on people using the infrastructure to transact with one another, at scale.

These founders have built roads that currently lead to a massive, undeveloped landscape. So, wanting to focus on adoption is perfectly sensible and reasonable.

But what constitutes meaningful adoption? A growing user base is great, but it does not automatically indicate meaningful, sustainable adoption. The longevity of any blockchain depends on more than just simply onboarding users. Founders should focus primarily on users who engage with the blockchain significantly and consistently — this is more challenging than staying on top of simple metrics like the number of wallets created or the number of NFTs dropped.

That’s why I’m proposing a new key metric for the blockchain industry that I believe is more reflective of meaningful adoption than the number of transactions and new wallets. I call this metric the ghost rate. Before diving into the specifics, let’s revisit the definition of its well-known cousin, the bounce rate. Bounce rate refers to the percentage of visitors who navigate away from a website after viewing only one page.

It’s an important measurement of user engagement. A high bounce rate typically indicates an offputting or confusing user experience, while sites that do a good job of providing value to users will tend to retain them, leading to more pages viewed per visit, more return visits and a correspondingly lower bounce rate.

I see ghost rate working similarly but with higher stakes. What blockchain networks need is users with multiple on-chain interactions (transactions) per month — those are healthy network participants. A ‘ghost’ user might be a user who interacts with the blockchain only once per month. These users, while present in the system, do not contribute meaningfully to activity on the chain, making them essentially ‘ghosts’ in the network.

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In essence, the ghost rate is to blockchain what the bounce rate is to traditional web analytics. However, there’s a vital difference in the level of user commitment. Engaging with a blockchain, usually via transactions, represents a more involved and more profound interaction compared to merely viewing a webpage. Hence, the ghost rate is potentially a more valuable metric for assessing user activity and engagement than the bounce rate in a category like Web3.

Essentially, the ghost rate indicates the efficiency of a blockchain product in retaining users and promoting regular usage. It also serves as an indicator of likely long-term user adoption. If the ghost rate is high, it indicates that users are not finding enough value in using the blockchain regularly. In contrast, a lower ghost rate suggests a more engaged user base, which bodes well for the longevity of the project.

Achieving a lower ghost rate isn’t merely a marketing task. While marketing strategies can effectively drive user adoption, at least initially, achieving a low ghost rate is a product-specific challenge. Achieving sustained, meaningful user activity requires the product itself to be easy to use and offers compelling benefits. Therefore, alongside driving initial adoption, platforms should focus on refining their product, increasing meaningful user engagement and ultimately lowering their ghost rate.

For a marketing professional, the ghost rate offers valuable insights. It provides a clear metric for meaningful user engagement and allows brands to gauge the effectiveness of their product in retaining users. If the ghost rate remains high despite aggressive marketing, it points to a need for product refinement. Marketers can then work with product teams to enhance user experience, thereby fostering deeper, more frequent interactions, and hopefully driving the ghost rate down.

So how can product teams improve their ghost rate? Believe it or not, it starts with chatting with the marketers in the room. Now I’m making some assumptions here since some startups don’t have in-house marketing teams, and that’s ok. But, what you want is to look at the analytics that marketers typically look at. You need a nuanced understanding of how users are getting onboarded to a product. How do they learn about it? How far do they get through the onboarding process? What is the common behavior of the most engaged users? Are they mostly flipping NFTs, engaging with Gaming DApps or using DeFi tools?

There are lots of questions, but fundamentally you are trying to understand:

  • What drew most of the users in?
  • What do the most active users most enjoy in the product?
  • Where is the drop-off point for the ghost users?

For teams that are building L1/L2 blockchains, instead of a dApp or other product, you will probably ask slightly different questions:

  • What product drew most of the users in?
  • What products do the most active users use the most (with multiple interactions with each per month)?
  • Which product has the biggest delta in onboarding versus retaining users?

To achieve meaningful adoption, it is important to focus not only on initiating user interactions, but more importantly, on fostering substantial and regular engagement. By paying attention to the ghost rate, it is possible to create a pathway to more vibrant, engaged and valuable ecosystems. This will also assist product teams with improving their product and product-market fit.

In general, product teams either come up short on the onboarding or the continuous engagement phases of the product. For products that fail at onboarding, they never achieve escape velocity and become irrelevant. For those that have solved the onboarding, failure to have a low ghost rate will ultimately doom them to irrelevancy as well. This is why for founders, builders and marketers everywhere, the ultimate question is: What is the ghost rate?

Mark Soares is the Founder of Blokhaus Inc, a Marketing & Communications agency in the Web3 and Blockchain category.


This article was published through Cointelegraph Innovation Circle, a vetted organization of senior executives and experts in the blockchain technology industry who are building the future through the power of connections, collaboration and thought leadership. Opinions expressed do not necessarily reflect those of Cointelegraph.

Learn more about Cointelegraph Innovation Circle and see if you qualify to join

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  • 14.10.25 08:46 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

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 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

  • 15.10.25 21:52 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

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