What is KAITO and what is InfoFi, really?
Kaito AI started as an AI-powered crypto research dashboard, an answer to the noise on Crypto Twitter and the scattered nature of fundamental research. Before the token existed, Kaito Pro was a paid subscription product that aggregated tokenomics, governance proposals, on-chain flows, and news into AI-driven summaries. It was a B2B product used by hedge funds and market makers, and it generated real revenue through subscriptions in fiat currency. That prior revenue and user base is what made the KAITO token launch unusual: it was not a vaporware airdrop, but a token stapled onto an existing SaaS business.
InfoFi is the shorthand the team uses to describe what they are doing. Short for 'information finance', InfoFi argues that attention itself is an asset class that has been chronically undervalued. The pitch is that the marginal crypto trader spends hours each week scrolling X, Discord, and governance forums to find an edge, and that the platforms capturing that attention deserve to be tokenized and capture a slice of the value they create. InfoFi is in the same narrative family as AI x crypto and decentralized data, but its distinguishing claim is that the unit being priced is attention, not compute or storage.
KAITO launched in early 2025 and was the first major token to explicitly market itself as an InfoFi asset. It listed on Binance, which gave the launch unusual visibility relative to most AI-crypto projects. The thesis resonated because AI x crypto is a hot narrative and because Kaito Pro already had a paying user base before the TGE. Investors who arrived at the project post-token had to evaluate a story that mixed a working business, a new attention economy, and a token with concentrated insider ownership, all at once.
Supply, unlocks, and who really owns KAITO
This is the section most InfoFi pitches skip past quickly, and it is the one that determines the actual risk profile of holding KAITO. The token has a maximum supply of 1,000,000,000 KAITO, and roughly 20% was circulating at the time of the token generation event. That means about 800 million KAITO sits with insiders, the foundation, ecosystem reserves, and strategic backers, waiting to vest. The insider allocation is large enough that the unlock schedule will be the single biggest variable in any honest KAITO price model for the next two to four years.
The team allocation, early backers, and strategic round all sit on multi-year vesting schedules, typically with cliffs at the six-month or one-year mark. In practice, this means insider tokens unlock in tranches over the next 24 to 48 months. Each unlock creates sell pressure that is not paired with new demand unless the platform keeps growing at the same pace. The early tranches unlock into an environment of high attention and high narrative heat, while later tranches unlock into a market that may or may not still care about InfoFi.
The airdrop was structured as a counterweight to this insider concentration. Users who had accumulated Yap points, posted frequently about crypto on X, or held certain community NFTs were eligible. The airdrop distributed a meaningful slice of supply, but it remains dwarfed by what the team and investors retain. If you received KAITO from the airdrop, you effectively got a small share of supply and a large share of the unlock-driven dilution risk that everyone shares.
The risk is mechanical, and worth stating plainly. A token with concentrated insider ownership and a long unlock schedule is exposed to two failure modes. First, even well-behaved insiders can sell into rallies to fund operations or take profits. Second, any single large unlock can overwhelm organic demand and trigger a price drop that causes more insiders to sell. Neither is unique to KAITO, but the size of the schedule makes insider flow tracking a higher-priority task for KAITO holders than for most tokens.
What does the KAITO token actually do?
The honest answer is: less, and more interesting, than the marketing suggests. KAITO has three stated utilities, each of which matters in a different way. The first is governance. Holders can vote on protocol parameters, including how Yap points are weighted and what counts as 'quality attention' in the scoring model. Governance is real but rarely the source of token value for a product-led team; it is more of a long-term coordination tool than a near-term cash-flow claim.
The second utility is payment for premium features. Kaito Pro subscribers can pay in KAITO, often at a discount versus fiat, and the platform subsidizes some enterprise data costs with the token. This creates a soft buy-pressure loop, but only if enterprise users actually choose to settle in KAITO rather than dollars. Until that becomes a material share of revenue, KAITO payment utility is a feature rather than a financial flywheel.
The third utility, and the one InfoFi advocates point to most often, is attention capital. The token coordinates the creator economy around the platform. Top yappers earn KAITO rewards, leaderboard winners receive token grants, and projects can use KAITO to sponsor their visibility inside Kaito's feeds. This is the most novel use case and the one that, if it works, distinguishes KAITO from a normal SaaS business with a token stapled on top.
What KAITO does not do is equally important. There is no dividend, no buyback, no profit share, and no claim on Kaito AI's subscription revenue. Holding KAITO is not the same as owning equity in the underlying business. If Kaito Pro doubles its enterprise revenue next year, KAITO holders do not automatically capture any of that upside. This is the cleanest distinction between an InfoFi token and a stock, and it is the one most likely to be glossed over in casual coverage.
Yap points, leaderboards, and how attention becomes a token
The Yap system is the heart of the InfoFi pitch. Users post about crypto on X, tag the relevant project or topic, and earn Yap points based on the perceived quality of their engagement. Quality is scored by an AI model that weighs factors like reply depth, reposts, follower graph overlap with the target audience, and topical relevance. The system rewards consistent, high-signal posting over time rather than one-off viral hits.
A leaderboard ranks users by accumulated Yap points within each epoch. Top yappers receive KAITO token rewards, plus social status that often translates into paid work as key opinion leaders. Projects can sponsor leaderboards to amplify their own narrative, effectively buying attention through KAITO. The result is a flywheel: yappers post to earn tokens, projects buy tokens to sponsor visibility, platforms use tokens to pay yappers, and the cycle continues as long as all three sides keep valuing KAITO.
This mechanic does something that legacy data aggregators never did: it pays the people who create the information that the platform surfaces. COINGECKO and COINMARKETCAP scrape data, list projects, and run ads. They do not pay the analysts writing threads or the people surfacing alpha. KAITO does, and that is a real structural difference, not just a marketing line.
The trade-off is that the system is reflexive. Yappers post to earn tokens; if the token falls sharply, the dollar value of rewards collapses, and top yappers may leave for higher-paying platforms or for simply posting without expectations of reward. Projects sponsor leaderboards with token treasuries; if their KAITO bags lose value, sponsorship budgets shrink. Each part of the loop depends on the others continuing to value the token. The mechanism is designed to grow, but it is also designed to deflate quickly if sentiment turns, which is why early-user retention metrics matter more than raw signups.
Traction vs revenue: does InfoFi actually make money?
By traction, KAITO is one of the more successful AI-crypto launches. The Yap points system had a six-figure active user base before the token launched. Kaito Pro had paying enterprise customers, including hedge funds and market makers, who used the dashboard for research workflows. The token itself saw strong spot and derivatives volume in its first weeks, with listings across major centralized exchanges and integrations with leading wallets.
By on-chain revenue, the picture is much thinner. Kaito AI makes most of its money off-platform, through fiat-denominated subscriptions to Kaito Pro. The on-chain activity tied to KAITO is mostly token transfers, leaderboard reward distributions, and project sponsorship payments. There is no meaningful fee switch that captures a percentage of trades, listings, or information lookups the way Uniswap captures swaps or Coinbase captures order flow. The protocol is, in cash-flow terms, mostly a payment rail for an off-chain SaaS product.
This is the awkward truth the InfoFi thesis has to wrestle with. The value of attention is being argued and priced in tokens, but the cash flow that justifies the underlying business is still denominated in dollars and earned the old-fashioned way. Until KAITO captures a real slice of that revenue on-chain, or until the platform builds a native fee switch that charges for something other than token transfers, the token's value is largely a bet that attention will eventually be priced in crypto, not a claim on present-day cash flow.
That does not mean KAITO is necessarily overvalued or undervalued. It means the investment case is closer to a venture-style call on the InfoFi category than to a discounted cash flow model on a SaaS business. Readers who want stable cash-flow exposure should look elsewhere; readers who want a leveraged bet on attention economies being tokenized should size accordingly.
KAITO vs COINGECKO and COINMARKETCAP: what tokenizing data actually changes
The comparison is instructive, because it shows what KAITO is really trying to disrupt. COINGECKO and COINMARKETCAP are the dominant crypto data aggregators. Both monetize through a mix of listing fees, banner ads, API subscriptions, and institutional data products. Neither has a token, and both are profitable. Their model works because listing on a major aggregator is a marketing necessity for new tokens, which gives the aggregators structural pricing power over the projects that need to be seen.
KAITO tries to invert this model. Instead of charging projects to be listed, it pays the people who talk about projects. The bet is that the marginal unit of attention in crypto comes from creators on X, not from a list of coin tickers on a static webpage, and that paying creators directly is a more efficient way to capture mindshare than running banner ads. The economics shift from 'rent on attention' to 'wages for attention', and the difference between the two is the heart of the InfoFi pitch.
Whether the new model works is genuinely unclear. COINGECKO and COINMARKETCAP have years of SEO dominance, default browser behavior, and institutional trust. KAITO has novelty, token incentives, and a more modern UX. The downside risk for KAITO is that the platform ends up subsidizing a creator economy that would have produced the same content for free, while the legacy aggregators continue to quietly collect listing fees from projects that need to be seen by retail.
The honest comparison is not 'tokenized data aggregator wins', but 'a parallel attention layer for crypto may emerge'. KAITO is the leading candidate to be that layer, and the Yap system is the most credible attempt so far to price attention in tokens. But the legacy aggregators are not standing still, and InfoFi still has to prove it can capture real cash flow, not just narrative attention.
What to watch if you are holding or considering KAITO
If you already hold KAITO, the variables that matter most are the unlock schedule, the trend in Yap point quality, and the on-chain flows from team and foundation wallets. Insider wallets are usually labeled in on-chain analytics tools, and tracking when they move tokens is a higher-leverage activity for KAITO than for most tokens. The first 12 to 24 months after launch are when vesting cliffs unlock the largest tranches, so position sizing matters more than usual during this window.
If you are considering buying KAITO, the practical checklist is short. Does the platform's paying user base grow beyond hedge funds into retail? Do enterprise customers start settling invoices in KAITO rather than dollars? Does the leaderboard reward system survive a 50% drawdown in the token's market cap, or do top yappers leave for greener pastures? Does the team continue to ship features that justify the narrative, or does development slow as unlock pressure mounts? If most of these answers are no, the InfoFi thesis is just a story.
Avoid the reflexive mistake of confusing a token's narrative strength with its investment merit. A token can rally on a hot thesis and still leave holders underwater once unlocks hit. Treat any position as a high-volatility bet on attention economies, not a stake in a SaaS business. Diversify accordingly, and never allocate more than you can afford to lose in a scenario where InfoFi fails to capture meaningful cash flow and the token reverts toward the airdrop valuation.
Stay ahead of InfoFi narratives with the right signal
InfoFi narratives move fast and so does the news around them. Tracking which projects are sponsoring KAITO leaderboards, when insider wallets move, and how the Yap point economy evolves is a losing game if you do it manually. Zippfeed surfaces AI-crypto and InfoFi headlines with sentiment scoring labeled bullish, neutral, or bearish, and an importance rating, so you can separate genuine traction from narrative heat before the next unlock window.
Crypto Rank News
CoinDesk
