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Website Auditor 2.0: AI Search

See if ChatGPT, Gemini, Claude, Perplexity cite your brand

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PH · launched Sep 20, 2026 · 2 upvotes (top 26%) · 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
  • Chrome Extensions
  • Marketing
  • Artificial Intelligence
  • GitHub
  • Search

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

Could you build this?

Partial Querying LLM APIs and parsing citations is straightforward, but maintaining reliable, scaled automated scraping/prompting pipelines across multiple closed AI search engines without getting blocked requires dedicated infra.

What it would actually take: A production version requires a headless browser cluster (Playwright/Puppeteer with stealth plugins) and API orchestration to simulate searches on ChatGPT Search, Perplexity, and Claude across rotating residential proxies. It also needs a persistent analytics database (PostgreSQL/ClickHouse) to track citations over time and calculate statistical visibility metrics. The core challenge is circumventing bot detection and maintaining reliable scrapers as AI search web interfaces continuously evolve.

Competitors

Other products that read as similar to this one : 742 launches clear the similarity bar, closest 8 shown.

Attention rank: #258 of 743 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 314 days after the earliest competitor.

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.