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

vilnux · Motor de visibilidad en IA

Know if AI recommends your brand

Details

External ID
1240233
Source
PH
Company
—
Product
vilnux · Motor de visibilidad en IA
Website domain
producthunt.com
Launched
Sept. 7, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
SEO, SaaS, Artificial Intelligence
Fetched at
Sept. 7, 2026, 8:52 p.m.
Updated at
Sept. 7, 2026, 8:52 p.m.

Description

Mide si ChatGPT, Copilot, Google AI Mode y Perplexity citan tu marca, quién aparece en tu lugar y qué cambiar para entrar. Panel propio, desde 49€/mes. GEO, AEO o SEO para IA.

Enrichment

Theme
developer tools and specialized utilities
Vertical
Marketing
Function
Analytics & BI
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
monitor ai recommendation visibility for your brand
Manually corrected
False

Could you build this?

Partial While the dashboard and LLM API prompting are straightforward, reliably querying multiple consumer AI engines without official brand-sentiment APIs requires complex scraping and anti-bot evasion infrastructure.

What it would actually take: The system would require a robust proxy rotation and automated browser fleet (Playwright/Puppeteer with stealth plugins) to continuously query ChatGPT, Copilot, Perplexity, and Google AI Overviews without getting blocked. Behind this sits a worker queue (e.g., Celery/Redis) executing scheduled brand queries, parsing unstructured answers, and computing visibility metrics stored in PostgreSQL. The hardest part is maintaining reliable scraping against rapidly evolving anti-bot protections and UI changes across target platforms.

Competitors

Other products that read as similar to this one — 29 launches clear the similarity bar, closest 8 shown.

Attention rank: #14 of 30 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 70 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.