What Kaito does
Kaito is an AI-driven research and analytics platform for crypto, originally built to index, summarise and surface real-time information across social media, on-chain data and news so traders and researchers could cut through noise faster than manual searching allows. Its core product, sometimes referred to as "Kaito AI" or the Kaito search engine, uses large language models to parse crypto Twitter/X, Discord and other sources into structured signals — sentiment shifts, narrative trends, project mentions — that would otherwise take hours to track manually.
What made Kaito genuinely distinctive, and controversial, is "Yaps": a points system that rewards users for posting content about specific crypto projects that Kaito's AI judges to be high quality and influential, based on engagement and Kaito's own scoring model. Projects pay to run Yaps campaigns to generate organic-looking buzz, and top-ranked posters on the resulting leaderboards earn allocations of KAITO tokens or project airdrops — effectively creating a paid marketplace for crypto social media influence, sometimes labelled "InfoFi" (information finance).
KAITO, the token, ties into this ecosystem through staking, governance and access to premium research features, with its value proposition resting on Kaito continuing to be the dominant platform that projects use to buy attention and that influencers use to earn from posting.
Risks worth knowing
The Yaps model has drawn real criticism for incentivising manufactured hype rather than genuine analysis — when creators are directly paid based on an algorithm's judgement of engagement, the resulting content can drift toward gaming the scoring system rather than providing honest, critical coverage, undermining the platform's original research-tool credibility. There's an inherent tension between Kaito's stated mission (cutting through noise) and its most visible product (paying people to generate more of it).
KAITO's price has also been volatile and heavily tied to points-farming and airdrop-allocation cycles, meaning demand can spike around specific campaign windows and fade once allocations are distributed. As with any attention-economy token, sustained value depends on Kaito retaining its position as the go-to venue for project marketing spend, a space where well-funded competitors and simple platform fatigue are both real risks.