See how much of a Telegram channel is ads and clickbait
Paste the name of a public Telegram channel and get a card for its last year. Jev, TypeSafe's decision model, reads up to 1,500 posts one by one and answers four questions about each: which of ten kinds of post it is, whether it is a paid ad, whether it uses clickbait, whether it pushes on fear or anger. The card shows the mix month by month and links the posts that scored highest, so you can check the model yourself. No sign-in, no Telegram account. Open source.
Jev Wrapped launched on Product Hunt on 2026-09-22 and has 64 upvotes and 1 comments so far.
This tool is open source.