Viral Hit Finder

Rank a public Instagram creator's reels by how far each beat their usual views, and save them to your Viral Hit Library page.

Viral Hit Finder shows which of a creator's reels did far better than usual, so you can study what works in your niche. Open a public Instagram creator's Reels tab and press Scan. Viral Hit Finder scrolls at a normal pace and reads the numbers Instagram already shows you: views, likes, comments and the date. Then it ranks every reel by its outlier score: the reel's views divided by that creator's usual views at the time. 5x means it did five times better than normal for them. What you get • Every reel ranked by outlier score, with the top ones in a small panel right on the profile. • The first 3 seconds of the top reels written out (the spoken hook). This runs inside Chrome on your computer. • Everything saved to your own Viral Hit Library page, a private page in your Claude account: charts, a table you can sort and search, and every creator you study side by side. • An optional daily update, while Chrome is open. Private by design • Viral Hit Finder reads only what Instagram already shows you when you're logged in, at a normal pace. • Your research stays in your browser and on your own Viral Hit Library page. Nothing is sent to us. No accounts with us, no ads, no tracking. • The speech model downloads once from Hugging Face. No audio leaves your computer. Study, don't copy. Viral Hit Finder is for learning what works, never for reposting anyone's videos. What you need: Google Chrome, and to be logged in to Instagram in it. Viral Hit Finder works on Instagram only. Viral Hit Finder comes with Crew, the AI video-editing kit for creators (crewedits.com). Crew's setup creates your Viral Hit Library page and links it for you. Reel Scout is not made by, endorsed by or affiliated with Instagram or Meta.