Nicheloom

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

AI Search Rank

et cited by ChatGPT, Siri AI, Perplexity & Gemini

Details

External ID
1251935
Source
PH
Company
—
Product
AI Search Rank
Website domain
producthunt.com
Launched
Sept. 16, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
SEO, SaaS, Artificial Intelligence
Fetched at
Sept. 18, 2026, 4:40 a.m.
Updated at
Sept. 18, 2026, 4:40 a.m.

Description

AI Search Rank is the only GEO/AEO platform that audits AND fixes brand visibility across ChatGPT, Perplexity, Claude, Gemini, and Siri AI. Most tools show you the problem. We write the fix — comparison pages, pitch emails, schema fixes, entity clarity work — then prove it moved with monthly citation tracking. Built for agencies managing multiple clients. White-label reports, client portals, and a 90-day action plan auto-generated for every brand.

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
search visibility and citation tracking for ai engines
Manually corrected
False

Could you build this?

Partial While prompting LLMs to test for brand presence and generating content recommendations is simple, building automated citation tracking across non-API platforms like Siri AI and Claude at scale requires substantial infrastructure.

What it would actually take: The architecture requires an orchestration layer that queries LLM APIs (OpenAI, Anthropic, Gemini, Perplexity) across dozens of prompt permutations, plus headless browser scraping or mobile automation for platforms without direct public search APIs (like Siri). Extracted responses must be parsed for entity references, sentiment, and rank tracking over time, alongside a programmatic CMS engine to publish landing pages. Significant reverse-engineering of search engine indexation and LLM retrieval-augmented generation (RAG) behavior is required to ensure recommendations actually influence model training or grounding.

Competitors

Other products that read as similar to this one — 193 launches clear the similarity bar, closest 8 shown.

Attention rank: #101 of 194 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 298 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.