Nicheloom

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

Blufy

Know if AI search engines can even find you

Details

External ID
1250695
Source
PH
Company
—
Product
Bluff
Website domain
producthunt.com
Launched
Sept. 15, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.7405388069275176
Tags
Tech, Search
Fetched at
Sept. 17, 2026, 1:22 a.m.
Updated at
Sept. 17, 2026, 1:22 a.m.

Description

Blufy scores how visible your website is to AI answer engines like ChatGPT, Perplexity, and Gemini — not just Google. Most sites rank fine on Google and are still invisible in AI answers, with no way to check it. Point Blufy at any domain and get an AEO readiness score plus specific, page-by-page fixes — not a generic checklist, but exactly what to change and where.

Enrichment

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

Could you build this?

Partial While the web app front-end is simple, building an accurate AI Engine Optimization (AEO) scoring system requires automated multi-engine query simulation, web scraping, and custom citation analysis pipelines.

What it would actually take: A production implementation requires a headless browser cluster (Playwright/Puppeteer) or reverse-engineered APIs to submit targeted queries to ChatGPT Search, Perplexity, and Gemini at scale. The backend must orchestrate SERP/answer scraping, parse cited sources, and run NLP heuristics against the target domain's semantic content to quantify brand recall and citation probability. A solo vibe-coder can build the dashboard and simple prompt tests, but managing proxy pools, dodging anti-bot protections, and calibrating dynamic scoring models requires specialized scraping and data infra.

Competitors

Other products that read as similar to this one — 153 launches clear the similarity bar, closest 8 shown.

Attention rank: #25 of 154 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 271 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.