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snifftest

A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.

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GITHUB · launched Sep 17, 2026 · 27 upvotes (top 30%) · 0 views

Niche: ai content detection software · 97 launches, 5 in the last 7 days ▼ -50% · Explore this niche →

Category and tags

  • Horizontal
  • Dev tools
  • Developer
  • AI feature
  • Hobby / open-source project
  • ai-writing
  • claude-code
  • claude-code-plugin
  • claude-skills
  • github-action
  • jev
  • +6 more

Visit website ↗ Source listing ↗

Could you build this?

Yes A prose linter running regex/rule checks combined with an LLM/small classification model API call to detect AI-generated writing style is straightforward to vibe code.

Competitors

Other products that read as similar to this one : 3825 launches clear the similarity bar, closest 8 shown.

Attention rank: #1081 of 3826 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 323 days after the earliest competitor.

  • learning_ai_pentesting · github · 2026-09-26 · 24 upvotes · similarity 0.68
  • Academic-Humanizer · github · 2026-10-19 · 37 upvotes · similarity 0.65
  • FlashProve · github · 2026-10-30 · 243 upvotes · similarity 0.64
  • ai-pentest-agent · github · 2026-10-15 · 15 upvotes · similarity 0.63
  • Tessera · hn · 2026-07-07 · 5 upvotes · similarity 0.63
  • deobf · github · 2026-11-11 · 25 upvotes · similarity 0.63
  • agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.63
  • Xalgorix · hn · 2026-08-19 · 9 upvotes · similarity 0.62

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.