Jev Wrapped

Jev Wrapped shows how much of a Telegram channel is ads and clickbait.

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What is Jev Wrapped?

Jev Wrapped is a Telegram channel analysis tool that scans public channels via t.me/s web previews without requiring a Telegram login. The 'Jev' AI model evaluates each post from the last 12 months and estimates the channel's composition of news, ads, jokes, clickbait, and emotional manipulation, generating a shareable summary card.

Jev Wrapped pricing

Pricing model: Freemium

Jev Wrapped pros

  • No Telegram login required — reads public channels via the open web preview
  • Analyzes up to a full year of posts with even sampling above 1,500 posts
  • Classifies posts across 10 kinds including ads, clickbait, and emotional pressure
  • Outputs a downloadable PNG card and shareable link, plus the posts it judged most confidently

Jev Wrapped cons

  • The model makes mistakes, so reported percentages are approximate
  • Limited to public Telegram channels
  • Judgment is done post-by-post with no additional context or written analysis

Frequently asked questions about Jev Wrapped

Do I need a Telegram account to use it?

No. The tool reads public channels through the t.me/s web preview, which opens without a Telegram login.

How many posts does it analyze?

It reads posts from the last 12 months; if a channel has more than 1,500 posts, it takes an even sample across the year.

How accurate are the results?

The model can make mistakes, so the shared percentages should be treated as approximate.

Can I share the results?

Yes, you can download the result card as a PNG or share its address.

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