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  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
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  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
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17,045 products · 82,562 snapshots
Jev Wrapped

Jev Wrapped

Notable signal

See how much of a Telegram channel is ads and clickbait

Launched 1mo ago
Signal
51
Velocity
0

What this means

+167%Launching in a 167% WoW growing category.
Telegram had 8 launches this week vs 3 last.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
2.9×Founder historically performs 2.9× the median launch we track.
Best prior launch: Jevtown, attention 88.

Prediction

Top-5 finish probability
18%
today
Projected end-of-day votes
65range 49–88
Trajectory
stable
Vote pace holding steady.

About

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.

AI Summary

Jev Wrapped analyzes public Telegram channels by evaluating up to 1,500 posts to categorize content types, identify paid ads, and detect clickbait or fear-based messaging. The tool provides a monthly breakdown of post types and links to high-scoring posts, and is available as an open-source solution without the need for user sign-in.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement3
Discussion per unit of attention

Signal sources

2 of 6 active
  • Launch tracking9 readings since we picked it up
  • AI analysisOther
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Ivan Gabor
@ivangabor
rep 31
Ivan Gabor
@ivangabor · hunter

Topics

AnalyticsArtificial IntelligenceGitHubTelegram