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GEO Tool for AI Visibility
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Measure how your brand appears in ChatGPT, Gemini & Google AI Mode. Track AI visibility, Share of Voice, citations, and AEO readiness.
PH · launched Nov 5, 2026 · 1 upvote (top 65%) · 0 views
Niche: generative engine optimization software · 445 launches, 50 in the last 7 days ▲ +19% · Explore this niche →
Category and tags
- Marketing
- Analytics & BI
- B2B
- AI feature
- Commercial product
- Marketing
- SEO
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
Could you build this?
Partial A dashboard for tracking brand mentions in AI answers is buildable, but reliably collecting results from ChatGPT, Gemini, and AI Mode at scale is costly and fragile.
What it would actually take: The stack is a prompt-generation and scheduling system, API access to model providers, and scraping or SERP-style collection for AI Mode, plus NLP for mention, sentiment, and citation extraction. The hard parts are the cost and reliability of querying AI engines at scale, since their answers vary and are not fully exposed via public APIs, and the need for a large prompt and sampling methodology to produce trustworthy share-of-voice numbers.
Competitors
Other products that read as similar to this one : 435 launches clear the similarity bar, closest 8 shown.
Attention rank: #188 of 436 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 360 days after the earliest competitor.
- GrowMarketingPro · ph · 2026-10-25 · 1 upvotes · similarity 0.66
- ApexaRank.ai · ph · 2026-10-28 · 1 upvotes · similarity 0.64
- AI Knows Us · ph · 2026-10-06 · 2 upvotes · similarity 0.63
- askwords.ai · ph · 2026-09-23 · 2 upvotes · similarity 0.63
- Glossy Data · ph · 2026-10-29 · 2 upvotes · similarity 0.63
- AI Search Visibility Checker · ph · 2026-11-04 · 1 upvotes · similarity 0.63
- GeoEcho · ph · 2026-10-22 · 1 upvotes · similarity 0.61
- MessGEO · ph · 2026-11-12 · 1 upvotes · similarity 0.60
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.