Desearch AI let me pull real X data (a tweet's details, its full list of retweeters and its quote tweets) through one simple API key, without X's official API approval process or expensive access tiers. It's the same data provider Bitcast's own validators use, so my community tool, Stitch3 Validator, scores tweets from the same data the real network sees. Pay-per-use pricing kept costs low for a small tool, since I only pay for the checks people actually run. The responses are detailed and easy to work with, including author profiles, engagement counts, media and entities, which made building a polished interface quick. Review collected by and hosted on G2.com.

The biggest downside is speed: bigger requests like fetching 100 quote tweets can take 10–20 seconds and sometimes time out. The data needs some cleanup, since retweeter pages overlap and return duplicates, and cashtags come back as raw IDs like "bittensor:native" instead of "$TAO". Quote tweets are found through search, so some can occasionally be missed. And because every call costs money, I had to add caching and rate limiting to keep usage under control. Review collected by and hosted on G2.com.