AI Perspective
See what AI models understand about your website
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.
Read the full description
AI Perspective runs three separate tests: what a named model (Claude, GPT or Gemini) can establish from your real pages, with each finding checked against your text; whether AI fetch tools can read your URLs; and whether AI search mentions your brand.
Visit website ↗ Source listing ↗
More like this: all 365 launches in generative engine optimization software →
PH · launched Nov 1, 2026 · 2 upvotes (top 18%)
- Horizontal
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Marketing
- SEO
- Artificial Intelligence
Similar launches
See all 639 similar launches →Could you build this?
Yes Mostly crawling, fetching, and querying model APIs (Claude, GPT, Gemini) and checking outputs against page text, all achievable with standard LLM and web tooling.
Competitors
Other products that read as similar to this one : 639 launches clear the similarity bar, closest 8 shown.
Attention rank: #112 of 640 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 356 days after the earliest competitor.
- Brand on AI · ph · 2026-10-02 · 1 upvotes · similarity 0.60
- Free AI Visibility Report · ph · 2026-10-27 · 56 upvotes · similarity 0.58
- Website Auditor 2.0: AI Search · ph · 2026-09-20 · 2 upvotes · similarity 0.57
- Flowproof · ph · 2026-10-20 · 1 upvotes · similarity 0.57
- ClayHog · ph · 2026-04-16 · 173 upvotes · similarity 0.57
- AI Search Vitals · ph · 2026-10-13 · 8 upvotes · similarity 0.56
- Picked · ph · 2026-10-08 · 2 upvotes · similarity 0.56
- AI Visibility Audit · ph · 2026-10-20 · 2 upvotes · similarity 0.55