WhatA real-time monitoring and alert service that tracks when major AI companies actually deploy announced models to end users, cutting through marketing announcements vs. real availability.
SignalUsers express frustration that 'available today' announcements rarely mean immediate availability — there is a consistent gap between marketing claims and actual rollout, and no reliable source tracks real deployment status.
Why NowThe pace of AI model releases has accelerated to weekly cadence across multiple providers, and developers building on these APIs need ground truth about what is actually live, not what press releases claim.
MarketAI developers, product managers, and tech journalists; ~500K+ professionals tracking AI releases; advertising and premium tier revenue; no direct competitor does this systematically.
MoatCommunity-sourced deployment confirmations create a network effect — the more users report availability, the more accurate and valuable the service becomes.
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