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AI Visibility Intelligence Platform

AI Citation Tracking Powered by Persona-Driven Queries

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PH · launched Sep 13, 2026 · 1 upvote (top 69%) · 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-native
  • Commercial product
  • Marketing
  • SaaS
  • Artificial Intelligence

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More like this: all 445 launches in generative engine optimization software →

Could you build this?

Yes This is an AI search visibility tracker that automates querying common LLMs (OpenAI, Anthropic, Perplexity) with predefined buyer persona prompts and scraping the responses for brand citations.

Competitors

Other products that read as similar to this one : 458 launches clear the similarity bar, closest 8 shown.

Attention rank: #368 of 459 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 317 days after the earliest competitor.

  • CiteRush AI · ph · 2026-09-18 · 2 upvotes · similarity 0.52
  • AI Visibility · ph · 2026-11-02 · 2 upvotes · similarity 0.48
  • MVP.ai · ph · 2026-09-24 · 8 upvotes · similarity 0.48
  • MarGen · ph · 2026-09-17 · 1 upvotes · similarity 0.47
  • AI Visibility Monitor · hn · 2026-04-25 · 5 upvotes · similarity 0.47
  • CiteMentor · ph · 2026-10-01 · 1 upvotes · similarity 0.47
  • Competitor · ph · 2026-09-19 · 1 upvotes · similarity 0.47
  • Ranktune · ph · 2026-10-06 · 71 upvotes · similarity 0.46

Related data

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.