Blufy
Know if AI search engines can even find you
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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.
PH · launched Sep 15, 2026 · 2 upvotes (top 26%) · 0 views
Niche: generative engine optimization software · 445 launches, 47 in the last 7 days ▲ +21% · Explore this niche →
Category and tags
- Marketing
- Analytics & BI
- B2B
- AI feature
- Commercial product
- Tech
- Search
Visit website ↗ Source listing ↗
More like this: all 445 launches in generative engine optimization software →
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 : 461 launches clear the similarity bar, closest 8 shown.
Attention rank: #147 of 462 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 271 days after the earliest competitor.
- Oogwai Beacon · ph · 2026-10-05 · 88 upvotes · similarity 0.59
- Flowproof · ph · 2026-10-20 · 1 upvotes · similarity 0.56
- AI Visibility Checker · ph · 2026-11-12 · 1 upvotes · similarity 0.56
- GenScore · ph · 2026-11-04 · 1 upvotes · similarity 0.55
- OptionSEO · ph · 2026-10-14 · 1 upvotes · similarity 0.55
- AiVisible.us · ph · 2026-10-04 · 1 upvotes · similarity 0.54
- AI Visibility Checker · ph · 2026-09-15 · 1 upvotes · similarity 0.54
- AIScanMySite · ph · 2026-09-17 · 1 upvotes · similarity 0.53
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.