Nicheloom

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

Website Auditor 2.0: AI Search

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

Details

External ID
1255977
Source
PH
Company
—
Product
Website Auditor 2.0: AI Search
Website domain
producthunt.com
Launched
Sept. 20, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.7405388069275176
Tags
Chrome Extensions, Marketing, Artificial Intelligence, GitHub, Search
Fetched at
Sept. 21, 2026, 5:01 p.m.
Updated at
Sept. 21, 2026, 5:01 p.m.

Description

We’re back with a massive update built for the AI search era! Since our first launch, we've added: • AI Visibility Scoring: Track if ChatGPT, Perplexity, and Claude are actually citing your brand. • Go-To-Market plan: sign up for Pro to get a 90 day plan to become visible • MCP Integration: Built for seamless developer workflows. Try the new tools and let us know what you think!

Enrichment

Theme
AI visibility and marketing tools
Vertical
Marketing
Function
Analytics & BI
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
ai search citation tracker for brands
Manually corrected
False

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

Attention rank: #52 of 229 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 314 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.