In the digital economy, numbers are everywhere. Websites report page views, social media platforms count likes and followers, and blockchain applications showcase wallet addresses and transaction volumes. While these metrics may look impressive, they don’t always reveal the true health of a product or ecosystem. The real indicator of success is real user activity—how actual people interact with a platform over time.

Whether you’re building a decentralized application (dApp), launching a Web3 protocol, or managing a traditional SaaS platform, understanding real user behavior is essential for sustainable growth.

What Is Real User Activity?

Real user activity refers to meaningful interactions performed by genuine users rather than bots, fake accounts, or one-time visitors. These interactions demonstrate actual engagement and value creation.

Examples include:

• Returning to use an application regularly
• Completing transactions
• Providing liquidity
• Participating in governance
• Creating content
• Referring new users
• Making purchases
• Using multiple features within the platform

Unlike vanity metrics, real activity reflects authentic adoption.

Why Vanity Metrics Can Be Misleading

Many projects celebrate milestones such as:

• One million wallet addresses
• Hundreds of thousands of followers
• Millions of transactions
• High website traffic

While these achievements may attract attention, they don’t necessarily indicate an active community.

For example:

• Wallets can be created automatically.
• Followers can become inactive.
• Transactions can be generated by automated bots.
• Website visits may last only a few seconds.

Without genuine engagement, these numbers provide limited insight into long-term success.

Key Metrics That Actually Matter

Instead of focusing solely on headline numbers, successful teams monitor indicators that reflect user behavior.

Daily Active Users (DAU)

Measures how many unique users interact with the platform each day.

Monthly Active Users (MAU)

Shows sustained engagement over a longer period.

Retention Rate

Tracks how many users return after their first visit or transaction.

High retention usually indicates that users find ongoing value.

Session Duration

Longer sessions often suggest users are actively exploring features rather than leaving immediately.

Feature Adoption

Understanding which tools users actually use helps prioritize future development.

Conversion Rate

Measures how many visitors become active participants, customers, or token holders.

Real User Activity in Web3

Tracking activity becomes more challenging in decentralized ecosystems because users may have multiple wallets and interactions occur across various protocols.

Useful on-chain indicators include:

• Active wallet addresses
• Repeat wallet interactions
• Smart contract usage
• Liquidity participation
• NFT trading frequency
• Governance voting participation
• Staking duration
• Cross-chain activity

Combining blockchain analytics with application-level data provides a much clearer picture of adoption.

The Role of Analytics Tools

Modern analytics platforms help developers understand user behavior while respecting privacy.

Common capabilities include:

• Event tracking
• User journey analysis
• Funnel visualization
• Cohort analysis
• Retention reports
• Heatmaps
• Performance monitoring
• Error tracking

In Web3, blockchain analytics platforms add visibility into wallet activity and on-chain interactions.

Why Retention Beats Acquisition

Acquiring new users is expensive.

Keeping existing users is far more valuable.

A platform with 10,000 loyal users who engage weekly often outperforms one with 500,000 one-time visitors.

Returning users:

• Generate recurring revenue
• Provide feedback
• Build communities
• Create organic marketing
• Increase network effects

Retention transforms growth into sustainability.

Privacy Should Never Be Ignored

Tracking users should never come at the expense of personal privacy.

Responsible analytics emphasize:

• Anonymous identifiers
• Aggregated insights
• Consent-based data collection
• Transparent privacy policies
• Minimal data storage

Emerging technologies such as zero-knowledge proofs (ZKPs) and privacy-preserving analytics enable platforms to measure engagement without exposing sensitive user information.

This balance is becoming increasingly important as privacy regulations continue to evolve worldwide.

Turning Data into Better Products

Collecting analytics is only the first step.

The real value comes from acting on the insights.

For example:

• High abandonment during onboarding may indicate confusing instructions.
• Low governance participation may suggest voting is too complex.
• Frequent exits after connecting a wallet could reveal poor user experience.
• Strong engagement with one feature may justify expanding that functionality.

Data-driven decisions help teams allocate resources more effectively.

The Future of User Activity Tracking

Artificial intelligence is making analytics more intelligent than ever.

Future platforms will increasingly:

• Predict user churn before it happens
• Recommend personalized experiences
• Detect fraudulent behavior automatically
• Identify growth opportunities in real time
• Optimize onboarding using behavioral insights
• Measure user satisfaction through interaction patterns

For decentralized applications, AI combined with blockchain analytics could create adaptive ecosystems that continuously improve based on genuine community activity.

Conclusion

Real user activity is the foundation of sustainable digital growth. While large numbers may generate excitement, consistent engagement, strong retention, and meaningful interactions reveal whether a platform is truly delivering value.

As Web3 and decentralized technologies continue to mature, projects that prioritize authentic user behavior over vanity metrics will be better positioned to build lasting communities, improve their products, and achieve long-term success. In an increasingly competitive digital landscape, understanding how real people use a platform isn’t just helpful—it’s essential.

Balaji Srinivasan’s Network School is looking to plant a new campus in Kazakhstan after regulatory pressure in Malaysia forced its Johor operation to halt. The move comes via a memorandum of understanding (MoU) between Kazakhstan’s Ministry of Digital Development, Innovation and Aerospace Industry and Srinivasan, signaling a rapid attempt to preserve the project’s cross-border footprint.

The Kazakhstan agreement positions Network School for a fresh base following actions that disrupted its local operations in Johor. Kazakhstan has been actively courting technology and digital-industry activity, including plans for a Central Asia “crypto city” in Alatau—an environment that Network School appears eager to tap.

Key takeaways

• Network School signed an MoU in Kazakhstan, potentially creating its first local campus there.
• Malaysia’s Johor authorities revoked the business license of NSO Malaysia Sdn Bhd, the operator behind Network School’s Forest City-linked presence.
• Malaysia Digital status is under immediate review, since the operator’s Malaysia Digital recognition is tied to compliance with local and federal laws.
• Srinivasan says the Kazakhstan campus will focus on talent attraction, including expedited visas and streamlined redomiciliation.

Kazakhstan MoU offers a fallback for Network School’s expansion

According to a ministry statement, Kazakhstan’s Ministry of Digital Development, Innovation and Aerospace Industry signed an MoU with Balaji Srinivasan to establish the first Network School campus in the country. The memorandum was signed by Zhaslan Madiyev on behalf of the ministry and Srinivasan on the Network School side.

For the project, the timing matters. Network School’s Kazakhstan plan appears framed as continuity after setbacks in Malaysia. The article also notes that Kazakhstan has been positioning itself as an emerging technology hub, and references ambitions such as a Central Asia “crypto city” in Alatau—suggesting regulators and policymakers there may be more receptive to experiments that sit near the boundary between technology policy and digital-asset culture.

Srinivasan described the new campus as a place designed to accelerate onboarding for participants. In a post dated Tuesday on X, he said the campus would offer a “haven for global techno-optimism,” including expedited visas, streamlined redomiciliation, and active recruitment of talent.

Malaysia regulatory action escalates: license revocation and Malaysia Digital review

Network School’s Kazakhstan pivot follows multiple regulatory developments in Malaysia. On Tuesday, the Iskandar Puteri City Council (MBIP) revoked the business license of NSO Malaysia Sdn Bhd, which operates Network School. The revocation was linked to alleged breaches of licensing conditions and premises-use requirements.

The Malaysia Digital Economy Corporation (MDEC), which oversees the “Malaysia Digital” program, then announced immediate steps to revoke the operator’s Malaysia Digital status. Malaysia Digital recognition is granted to eligible technology and digital companies and, as described in the source coverage, can come with incentives such as tax benefits, flexibility around ownership, and the ability to employ local and foreign workers.

Crucially, the program also requires licensees to comply with local and federal laws. With NSO Malaysia’s license revoked, MDEC’s move indicates the regulator is treating the Malaysia Digital designation as contingent on continued lawful operations.

Johor politics and immigration scrutiny widen the dispute

Beyond the licensing issue, the dispute has also pulled in higher-level political attention. The source reports that Onn Hafiz Ghazi, Chief Minister of Johor, urged Malaysia’s federal authorities to continue investigating whether Network School violated immigration laws. He framed Johor as a “strategic entry point” due to the state’s proximity to Singapore, arguing that any weaknesses or misuse of the immigration system should be addressed promptly and firmly.

This matters for Network School because its model—bringing in global “digital nomads” and hosting a dense community of talent—depends on predictable pathways for visas, residency changes, and compliance. When immigration questions enter the picture, the risk is not only reputational; it can directly affect members’ ability to travel, work, or remain in the country.

The source also indicates that Srinivasan pushed back on reports that Network School was shutting down. On Friday, he denied the closures, saying the project had received two notices: one requiring a sign’s wording to be changed, and another related to a coworking setup created by joining two adjacent units. He said one side of that arrangement had a valid license while the other did not, and claimed the group had a remedial period to address both issues.

According to Srinivasan, members were otherwise unaffected during that remedial window. Cointelegraph reported that it reached out to Srinivasan and Network School for comment, but the article’s account focuses primarily on the regulatory steps already taken by the local council and MDEC.

What changes—and what remains uncertain—if Network School relocates

The Kazakhstan MoU suggests Network School wants to avoid a prolonged pause by securing an alternative operating base quickly. But an agreement is not the same as full operational clearance. Readers should view the MoU as a framework for collaboration and campus establishment, while awaiting more detailed information on licensing, immigration logistics, and the practical timeline for opening.

Still, the contrast between Malaysia and Kazakhstan is instructive. In Malaysia, the dispute moved from licensing conditions to a broader discussion involving Malaysia Digital compliance and immigration law scrutiny. In Kazakhstan, the present reporting centers on cooperation and talent-attraction features—expedited visas and streamlined redomiciliation—language that typically signals a focus on easing administrative friction.

For investors, builders, and community operators watching the “network state” concept, the underlying takeaway may be how regulatory pressure in one jurisdiction can accelerate relocation tactics. A community anchored in one place can gain momentum, but it is also exposed: local licensing, premises rules, and immigration enforcement can rapidly reshape operating reality. Network School’s next steps in Kazakhstan will therefore function as a real-world test of whether the administrative environment for techno-nomad hubs can be replicated across borders.

As the Kazakhstan campus planning progresses, the most important thing to watch is how the MoU translates into concrete permits and member onboarding on the ground—particularly on visas and local compliance. Until then, Network School’s situation remains a moving target shaped by how regulators interpret licensing, premises usage, and immigration obligations in each country.

Bitcoin (BTC) passed one-month highs on Tuesday as price action defied the odds to top $66,000.

Key points:

• Bitcoin broke through resistance to hit $66,000 for the first time in more than a month.
• Traders see as much as 6% BTC price gains if further nearby upside targets are reached.
• Month-end derivatives positioning underscores crypto risk confidence slowly returning.

BTC price 6% upside could come “very quickly”: Trader

BTC/USD hit highs of $66,306 on Bitstamp, according to TradingView data. That’s a level last seen on June 17.

BTC/USD one-hour chart. Source: Cointelegraph/TradingView

A series of rejections around the $65,000 mark had failed to quash traders’ enthusiasm, with calls for $67,000 or higher gaining momentum. Those short-term predictions continued on the day, with key psychological levels around $70,000 now on the horizon.

“$BTC reclaimed the range lows, and is now pushing higher – as expected,” trader Jelle wrote in his latest analysis on X.

“The area between 65 and 67k is resistance from the Q1 range, but given how we sliced through it on the way down – it might not put much of a fight up here either. Eyes on those 70k range highs if so.”

BTC/USD one-day chart. Source: Jelle/X

Short liquidations began to mount as the BTC price broke through range highs, with data from CoinGlass putting 24-hour cross-crypto liquidations at around $200 million.

BTC/USD vs. crypto liquidations (screenshot). Source: CoinGlass

“$BTC has reclaimed the $65,000 level. The next key resistance is $67,500-$68,000, which means Bitcoin has some room to pump,” trader Ted Pillows said. 

“If BTC manages to reclaim the $68,000 resistance too, it could rally another 5%-6% very quickly.”

BTC/USDT one-day chart. Source: Ted Pillows/X

Concerns had accompanied the start of the latest move, with commentator Exitpump seeing closing short positions fueling the upside.

“There’s very little real buying interest here,” they warned X followers while analyzing derivatives markets.

Related: Trader maintains $67K BTC price target: Five things to know in Bitcoin this week

Here, it noted the US Federal Reserve would hold its next meeting on interest-rate changes, with chair Kevin Warsh potentially offering fresh insight into future policy.

As Cointelegraph reported, market expectations remain that the Fed will leave rates unaltered before September. CME Group’s FedWatch Tool shows 83.4% probability that policy makers will stick with the current target range of 3.50-3.75% at their July 29 meeting. For the Sept. 16 FOMC meeting, there’s a 53.8% probability of a hike to 3.75-4.00%.

“There has been some demand for month-end BTC upside,” Monday’s QCP Market Colour analysis said. 

“This positioning leaves dealers short upside gamma into the 28 to 29 July FOMC meeting, increasing the potential for an accelerated move higher should tensions around the Strait of Hormuz ease.”

QCP referred to the US-Iran war once again closing a key global oil route.

Russia’s State Duma has completed the final readings that bring the country’s long-awaited crypto regulatory bill one step closer to becoming law, approving draft legislation that would create a comprehensive framework for digital assets and define how regulated intermediaries can operate.

According to official parliamentary records, lawmakers approved bill No. 1194918-8, titled “On Digital Currency and Digital Rights,” in its second and third readings on Tuesday. The measure is now set to move to Russia’s upper house, the Federation Council, and then to President Vladimir Putin for signature before it can take effect.

Key takeaways

• The bill would establish rules for a regulated crypto market, including exchanges, brokers, asset managers, and custodians.
• The Bank of Russia would be given wide authority to supervise the framework and decide which crypto assets can be offered via licensed intermediaries.
• Crypto use for payments inside Russia would remain prohibited, while the bill allows digital assets to be used in foreign trade operations.
• Non-qualified investors would face purchase and cross-border transfer limits, with higher thresholds for qualified investors.
• If enacted, most provisions would begin on Sept. 1, 2026, with a compliance transition period lasting until July 1, 2027.

Bank of Russia oversight takes center stage

A central feature of the proposed framework is the role assigned to the Bank of Russia. Under the bill, the central bank would oversee the regulated market, including the power to determine which crypto assets are eligible to be offered through licensed intermediaries and to publish implementing regulations.

The bill also lays out five categories of participants that would operate within the new rules: crypto exchanges, brokers, asset managers, custodians, and exchange service providers. By defining who can buy, sell, hold, and exchange crypto assets, lawmakers aim to formalize the market structure and reduce reliance on informal or unlicensed activity.

For investors, the bill differentiates between “qualified” and “non-qualified” participants. Non-qualified investors would be subject to an annual ceiling of 300,000 rubles (about $3,800) on purchases made through a single intermediary, and a 100,000-ruble annual limit on transfers abroad. Qualified investors would have annual purchase limits of 3 million rubles and annual cross-border transfer limits of 1 million rubles.

Payments at home remain blocked, cross-border use allowed

While the bill expands the legal perimeter around crypto markets, it also preserves a key restriction: it would continue to ban the use of crypto assets to pay for goods and services within Russia.

At the same time, lawmakers chose to make room for digital assets in international commerce. The legislation would allow crypto assets to be used in foreign trade operations, aligning with Russia’s broader push to facilitate cross-border settlement alternatives outside conventional payment rails.

Timeline: broad provisions from September 2026, transition through 2027

Most of the bill’s provisions are scheduled to take effect on Sept. 1, 2026, contingent on presidential approval. A transition period runs through July 1, 2027, designed to give market participants time to adapt to the new compliance requirements.

After the transition window closes, the bill indicates that crypto transactions would need to be executed through regulated organizations. It also states that banks would have to reject transactions that do not comply with the framework laid out in the law.

Russia’s legislative push does not stop at market rules. Lawmakers are also drafting related measures, including proposals on taxation and penalties for violations. A separate tax bill has already passed its first reading, while expectations are that penalty provisions would be considered before the transition period ends.

Industry activity appears to be moving alongside the policy work. Earlier coverage from Cointelegraph noted developments involving Russia’s banking sector, including Alfa-Bank testing crypto trading.

Legal framework is not the finish line

Even if the bill becomes law, implementation would still depend heavily on the regulatory follow-through and supporting infrastructure. Olga Goncharova, head of the Digital Financial Assets and Digital Currencies Expert Center at the Association of Russian Banks, told Cointelegraph that the measure creates a legal foundation but requires “extensive follow-up regulation” before the market can function smoothly.

“The law itself is only the beginning,” Goncharova said, adding that practical effectiveness depends on mechanisms that are still being developed by the banking community together with the Bank of Russia.

According to Goncharova, the central bank plans to issue around 80 additional regulatory acts by the end of the year. These would be intended to specify how the framework operates in practice, particularly around compliance expectations for institutions and market participants.

She also pointed to work on operational infrastructure needed for a regulated environment, including development of a domestic Travel Rule system, blockchain node infrastructure, and crypto analytics tools. These elements would be important for monitoring transactions, reporting, and ensuring that regulated intermediaries can meet the requirements that come with licensing and oversight.

The broader regulatory trajectory will also need to align with licensing and supervisory expectations for custody services. Earlier Cointelegraph reporting referenced that custodians face scrutiny even under the EU’s MiCA regime, underscoring that custody regulation is typically a key test case for any emerging framework.

With the State Duma’s approval now secured, the next critical moment is whether the Federation Council and President Vladimir Putin sign the bill. Investors and market participants should watch closely for the Bank of Russia’s forthcoming regulatory acts—especially details on asset eligibility, licensing requirements, and how banks will operationalize the transaction rejection rules once the transition period ends.

Ionic Digital has secured SEC approval for its registration statement, clearing the final regulatory hurdle before its planned Nasdaq direct listing on July 28.

According to a company statement issued Monday, the digital infrastructure operator expects its Class A common stock to begin trading on the Nasdaq Global Select Market under the ticker IOND, subject to Nasdaq’s final listing requirements.

The company is entering public markets through a direct listing instead of a traditional initial public offering. Under that structure, Ionic will not issue new shares or raise fresh capital from the transaction. Existing registered shareholders will instead be able to sell their holdings on the public market once trading begins.

For many investors, the listing represents the first opportunity to trade shares received through the bankruptcy restructuring of crypto lender Celsius Network. Ionic Digital was created in January 2024 to hold Bitcoin mining assets transferred from the Celsius estate after a U.S. bankruptcy court approved the lender’s restructuring plan.

Former Celsius creditors became shareholders after receiving about 37 million Class A shares under the bankruptcy plan. As previously reported by crypto.news, Celsius later continued distributing funds through additional payout rounds, while some creditors also became eligible to receive equity in Ionic Digital.

Unlike a conventional IPO, a direct listing does not involve underwriters setting an offering price. Instead, Nasdaq determines the opening price using buy and sell orders collected before trading begins. Ionic also stated in earlier SEC filings that direct listings can experience higher price volatility because existing shareholders gain a public venue to sell shares without the price stabilization mechanisms commonly associated with underwritten offerings.

Ionic expands beyond Bitcoin mining

Although Ionic began as a Bitcoin mining company, it has increasingly repositioned itself around digital infrastructure supporting artificial intelligence and high-performance computing workloads.

Earlier this month, the company filed its Form S-1 registration statement with the SEC. Before pursuing the listing, Ionic completed a roughly $400 million private equity financing that the company said would fund general corporate purposes, including continued investment in digital infrastructure and data center development.

According to earlier SEC filings, the financing implied a pre-money equity valuation of approximately $2 billion. CEO Andy Stewart previously said the funding strengthened the company’s capital base as it continued building its digital infrastructure platform.

The company’s strategy now extends well beyond cryptocurrency mining. Its Cedarvale campus in Ward County, Texas, has become the centerpiece of that transition after portions of the site were repurposed to support AI and high-performance computing infrastructure.

Earlier company disclosures said the Ward County property includes approximately 234 megawatts of installed capacity. Mining equipment at the site was decommissioned during late 2025 as Ionic prepared the facility for AI infrastructure under a long-term agreement with AI cloud provider Nscale.

According to previous company filings, the lease spans 126 months and is expected to generate about $1.95 billion in contracted revenue, with additional expansion possible if further capacity receives regulatory approval.

During the first quarter of 2026, Ionic reported $44 million in digital infrastructure leasing revenue, while Bitcoin mining revenue declined 82% year over year to $7.4 million from $41.1 million.

The company has also stated that revenue from AI and other high-performance computing services is eventually expected to exceed revenue generated through Bitcoin mining.

Mining companies are transitioning to AI

Ionic’s repositioning comes as several publicly traded Bitcoin miners invest more heavily in AI-focused data centers while mining profitability remains under pressure.

As previously reported by crypto.news, Bitcoin miners generated about $1.086 billion in revenue during May, the strongest monthly performance since January. However, lower Bitcoin prices later reduced mining profitability as hashprice declined and network hashrate eased, prompting some operators to scale back less efficient mining equipment.

Industry participants have increasingly turned toward AI infrastructure because many mining companies already control large power supplies, cooling systems and data center facilities that can be adapted for high-performance computing workloads.

IREN has followed a similar strategy. Earlier this year, the company completed its acquisition of Spain-based Nostrum Group, adding roughly 490 megawatts of secured grid-connected power to support European AI cloud expansion. IREN also reported that AI cloud revenue increased during its latest quarter even as Bitcoin mining revenue declined.

HIVE Digital and Bitdeer have also announced projects converting existing mining facilities into AI computing infrastructure, further illustrating how miners are seeking additional revenue streams beyond cryptocurrency production.

For Ionic, however, the upcoming Nasdaq debut represents more than another mining company entering public markets. 

It also provides former Celsius creditors with a long-awaited opportunity to trade shares received through one of the cryptocurrency industry’s largest bankruptcy restructurings while giving investors a chance to evaluate a business increasingly focused on AI infrastructure rather than Bitcoin mining alone.