Refract
Know what you're reading, not just what it says
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.
Refract analyses any news article for political bias, funding, purpose and factual accuracy using three independent AI models — Claude, GPT-4 and Gemini — live, as you browse. Chrome extension and web app that checks any article for bias, funding, purpose and factual accuracy — using three AI models at once, not one.
PH · launched Sep 22, 2026 · 2 upvotes (top 26%) · 0 views
Niche: content filtering and quality checkers · 46 launches, 1 in the last 7 days ▼ -89% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Prosumer
- AI-native
- Commercial product
- Chrome Extensions
- News
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 46 launches in content filtering and quality checkers →
Could you build this?
Yes It is a Chrome extension and web app that parses article text and queries three LLM APIs concurrently to compare their outputs.
Competitors
Other products that read as similar to this one : 223 launches clear the similarity bar, closest 8 shown.
Attention rank: #88 of 224 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 310 days after the earliest competitor.
- AI Perspective · ph · 2026-11-01 · 2 upvotes · similarity 0.51
- Cuey · ph · 2026-09-27 · 290 upvotes · similarity 0.49
- FactifAI · ph · 2026-10-25 · 2 upvotes · similarity 0.48
- AI Search Vitals · ph · 2026-10-13 · 8 upvotes · similarity 0.47
- AI Visibility Audit · ph · 2026-10-20 · 2 upvotes · similarity 0.45
- PolyGPT · hn · 2025-11-22 · 26 upvotes · similarity 0.44
- BotReady · ph · 2026-11-13 · 1 upvotes · similarity 0.43
- Quorli · ph · 2026-10-12 · 2 upvotes · similarity 0.43
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.