Nicheloom

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

豆见 BeanInsight

Track how AI sees your brand and improve your visibility

Details

External ID
1259973
Source
PH
Company
—
Product
豆见 BeanInsight
Website domain
producthunt.com
Launched
Sept. 25, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Analytics, SEO, SaaS, Vercel Day
Fetched at
Sept. 26, 2026, 10:53 p.m.
Updated at
Sept. 26, 2026, 10:53 p.m.

Description

BeanInsight is a GEO monitoring platform that helps brands understand how they appear across AI search and answer engines. Monitor brand mentions, recommendations, and citations across major AI platforms. Discover what sources AI uses, identify visibility gaps, and turn insights into actionable GEO strategies. Measure how your AI visibility changes over time.

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 brand visibility and sentiment tracker for businesses
Manually corrected
False

Could you build this?

Partial While the dashboard and analysis reporting are easy to build, continuously querying multiple AI engines at scale and reverse-engineering proprietary search/citation indices requires specialized web scraping infrastructure and proxy management.

What it would actually take: Building a reliable Generative Engine Optimization tracker requires an automated scraping pipeline using headless browsers, residential proxy rotations, and prompt-orchestration clusters across ChatGPT, Claude, Perplexity, and Gemini. The system must parse unstructured LLM outputs, extract domain citations, and run statistical attribution models. Expertise in anti-bot mitigation, high-throughput browser automation, and data pipeline reliability is critical.

Competitors

Other products that read as similar to this one — 74 launches clear the similarity bar, closest 8 shown.

Attention rank: #37 of 75 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 288 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.