Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

SEO Evolution Analyzer

Will ChatGPT cite your site? Test it live.

Details

External ID
1262520
Source
PH
Company
—
Product
SEO Evolution Analyzer
Website domain
producthunt.com
Launched
Sept. 29, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
SEO, Artificial Intelligence
Fetched at
Sept. 30, 2026, 1 a.m.
Updated at
Sept. 30, 2026, 1 a.m.

Description

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.

Enrichment

Theme
AI visibility and marketing tools
Vertical
Marketing
Function
Analytics & BI
Audience
Prosumer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
chatgpt citation testing tool for seo specialists
Manually corrected
False

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 — 160 launches clear the similarity bar, closest 8 shown.

Attention rank: #75 of 161 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 326 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.