Launched this week
VideoStance
Cross-verify what AI video creators actually agree on
4 followers
Cross-verify what AI video creators actually agree on
4 followers
VideoStance cross-analyses claims from expert AI videos to show you where creators agree, where they disagree, and who has the unique insight — all attributed to the original source and timestamp. Works with both YouTube and Bilibili content. No more watching 10 videos to form an opinion.
How does it actually handle creators who cover the same topic but use totally different terminology or framing, does it match claims semantically or just look for keyword overlap?
How does it actually determine when two creators are talking about the same claim, especially when they use totally different phrasing or jump around topics?
Saved me an hour of scrubbing through three different creator videos just to compare their takes on a topic. The timestamp links back to the exact moment in each video, which is genuinely clever for fact-checking.
Pulled it up on a few AI policy clips and the timestamp links back to exact quotes, which saved me a ton of scrubbing. Genuinely useful for settling debates without sitting through every full video.