SEO Evolution Analyzer
Will ChatGPT cite your site? Test it live.
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Paste any URL and get scored across AEO, AIO & GEO — then run live citation tests against GPT-4o and Claude to see if your brand actually gets mentioned, or a competitor does instead. Get schema, llms.txt, and entity fixes, plus a watch list to track it over time.
PH · launched Sep 29, 2026 · 1 upvote (top 69%) · 0 views
Niche: generative engine optimization software · 445 launches, 47 in the last 7 days ▲ +21% · Explore this niche →
Category and tags
- Marketing
- Analytics & BI
- B2B
- AI-native
- Commercial product
- SEO
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Yes The service fetches website HTML to evaluate basic SEO elements, generates text recommendations, and queries external LLM APIs (OpenAI/Anthropic) to check for brand mentions.
Competitors
Other products that read as similar to this one : 470 launches clear the similarity bar, closest 8 shown.
Attention rank: #394 of 471 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 326 days after the earliest competitor.
- Quorly — See if ChatGPT cites your brand · ph · 2026-10-27 · 1 upvotes · similarity 0.57
- AIScanMySite · ph · 2026-09-17 · 1 upvotes · similarity 0.55
- AI Visibility Audit · ph · 2026-10-20 · 2 upvotes · similarity 0.55
- zRev AEO Lens · ph · 2026-10-02 · 2 upvotes · similarity 0.53
- SEOBetter · ph · 2026-09-30 · 1 upvotes · similarity 0.53
- CiteScope · ph · 2026-11-07 · 1 upvotes · similarity 0.53
- Crawl Readiness · ph · 2026-09-22 · 1 upvotes · similarity 0.52
- Cited.today · ph · 2026-10-21 · 3 upvotes · similarity 0.52
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.