Nicheloom

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

Qomvia

Does ChatGPT recommend you, or your rival?

Details

External ID
1254625
Source
PH
Company
—
Product
Qomvia
Website domain
producthunt.com
Launched
Sept. 23, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Marketing, SEO, Artificial Intelligence
Fetched at
Sept. 25, 2026, 1:01 a.m.
Updated at
Sept. 25, 2026, 1:01 a.m.

Description

Qomvia scores whether AI assistants can read, trust and recommend any website, free and without signup. Track the questions your customers ask ChatGPT, Gemini, Claude and Grok, see who gets named instead of you, and fix what blocks the agents.

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 visibility analytics for brands
Manually corrected
False

Could you build this?

Partial The dashboard and basic crawler check can be vibe-coded quickly, but continuous automated querying, prompt variation testing, and citation tracking across multiple closed LLMs at scale requires significant crawler/pipeline infrastructure.

What it would actually take: The stack would include an orchestration backend (e.g., Python/Celery, Temporal) managing continuous batch runs against major LLM provider APIs and automated headless browser sessions. The difficult parts are orchestrating non-deterministic prompt variations, scraping real-time AI search engines (ChatGPT Search, Perplexity, Google SGE) without triggering bot-blocks, and parsing unstructured output into consistent structured citation and ranking metrics.

Competitors

Other products that read as similar to this one — 202 launches clear the similarity bar, closest 8 shown.

Attention rank: #107 of 203 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 317 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.