TG Inspector
A catalog of Telegram channels with a cleanliness index
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
Channel statistics from public data: actual reach (ERR), subscriber dynamics, reactions, and comments — plus a cleanliness index that shows how consistent a channel's metrics are with each other.
PH · launched Nov 14, 2026 · 1 upvote (top 65%) · 0 views
Niche: social channel and community directories · 22 launches, 4 in the last 7 days · Explore this niche →
Category and tags
- Media & entertainment
- Search & retrieval
- B2C
- Not AI
- Commercial product
- Analytics
Visit website ↗ Source listing ↗
More like this: all 22 launches in social channel and community directories →
Could you build this?
Partial The catalog UI and the cleanliness-index formula are easy to vibe-code, but the product depends on continuously collecting and normalizing reach and engagement data across many Telegram channels, which is a hard data problem.
What it would actually take: Use the Telegram API (MTProto via Telethon or similar) and public channel views to collect post-level metrics on a schedule, then store time series in Postgres and compute ERR and consistency scores. The hard parts are access limits and rate limiting on Telegram's side, and building a large, accurate historical dataset that others don't have. Expect ongoing scraping maintenance and some statistics work to make the index defensible.
Competitors
Other products that read as similar to this one : 140 launches clear the similarity bar, closest 8 shown.
Attention rank: #75 of 141 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 372 days after the earliest competitor.
- TGScope Map · ph · 2026-10-22 · 2 upvotes · similarity 0.44
- youtube-channels-video-scraper-resp · github · 2026-11-05 · 56 upvotes · similarity 0.42
- cc-tg-watchdog · github · 2026-09-18 · 18 upvotes · similarity 0.42
- TgFort · ph · 2026-11-08 · 1 upvotes · similarity 0.41
- Propagandometer · ph · 2026-10-28 · 2 upvotes · similarity 0.40
- gramx · github · 2026-10-01 · 52 upvotes · similarity 0.40
- claude-chat-clean · github · 2026-10-06 · 42 upvotes · similarity 0.40
- lance-csr · github · 2026-10-24 · 16 upvotes · similarity 0.39
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.