HN Bot Detector
Detects LLM-Generated Comments on Hacker News
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HN · launched Mar 2, 2026 · 7 upvotes (top 59%) · 0 views
Niche: ai content detection software · 97 launches, 5 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2C
- AI feature
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 97 launches in ai content detection software →
Could you build this?
Yes A tool that scrapes Hacker News comments and queries an LLM or off-the-shelf classifier API for bot detection is easily built using standard AI-assisted workflows.
Discussion
3 comments analyzed.
Concerns raised: Case sensitivity affects scoring/detection accuracy
Feature requests: Make detection case-insensitive
Competitors
Other products that read as similar to this one : 1213 launches clear the similarity bar, closest 8 shown.
Attention rank: #653 of 1214 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 122 days after the earliest competitor.
- Hacker News but for comments posted on HN · hn · 2026-11-02 · 19 upvotes · similarity 0.66
- Hacker Backlinks · hn · 2026-02-06 · 6 upvotes · similarity 0.65
- HNswered · hn · 2026-04-24 · 30 upvotes · similarity 0.63
- HN Glance · hn · 2026-07-25 · 6 upvotes · similarity 0.60
- Mousecrack · hn · 2026-07-30 · 7 upvotes · similarity 0.60
- Hacker News with reduced priority for AI driven content · hn · 2026-08-06 · 6 upvotes · similarity 0.60
- Hacker News with reduced priority for AI driven content · hn · 2026-08-05 · 24 upvotes · similarity 0.60
- IsHumanCadence · hn · 2026-02-09 · 5 upvotes · similarity 0.60
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.