Launching today

geoscrope

Launching today

See your site through the eyes of ChatGPT & Perplexity

5 followers

See your site through the eyes of ChatGPT & Perplexity

5 followers

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EOScope audits any URL and tells you whether ChatGPT, Perplexity, and DeepSeek can read and cite your site. 8-dimension GEO scoring based on Princeton research (KDD'24). Built by a solo maker after his own product was invisible to AI search — GPTBot had been blocked in robots.txt for 3 months without realizing it. Features: AI crawler detection, llms.txt check, JSON-LD auto-generation, E-E-A-T audit, competitor comparison, 9-platform citation monitoring, and 30/60/90-day GEO roadmap.

Free

Launch tags:SEO•Developer Tools•Artificial Intelligence

Launch Team / Built With

LightfieldAI-native CRM that builds itself and does work for you

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Maker

📌

Hey Product Hunt 👋 I'm the solo developer behind GEOScope. This tool exists because I needed it myself. Background: I built pdfnoted.com (a browser-side PDF tool). Spent 3 months on SEO. Google rankings went up. Traffic didn't. I was confused until I searched my category in ChatGPT and realized — my product literally didn't exist in AI search results. The reason was embarrassingly simple: my robots.txt had been blocking GPTBot for 3 months. Copied from some SEO tutorial without checking. That's when I realized: there's Ahrefs for SEO, Semrush for SEO, a hundred tools for Google rankings — but zero tools to answer "what do AI search engines actually see on my page?" So I built GEOScope. How it works under the hood: - Node.js + cheerio for page signals (with Playwright fallback for JS-rendered pages) - DeepSeek for semantic analysis — evaluates intent alignment, content quality, E-E-A-T signals - 8-dimension scoring engine aligned with Princeton's GEO paper (KDD'24, arXiv:2311.09735) - All parallelized: 4 AI calls run simultaneously, full audit completes in ~15 seconds What surprised me most while building this: - ~40% of sites block AI crawlers without realizing it (default robots.txt templates are outdated) - Most "good SEO" pages score under 30 on GEO because they lack JSON-LD and quotable opening paragraphs - Keyword stuffing — the oldest SEO trick — is actually a negative signal for AI engines. Princeton proved it. I'd love honest feedback from this community: 1. Run your own site through it — does the score feel accurate? 2. What's missing from the fix recommendations? 3. If you do SEO professionally, would you use the white-label report feature for clients? The free tier is 5 audits/day — no catch, no signup wall. I'll be here all day responding to every comment. Ask me anything about GEO, the tech stack, or what it's like building solo. Thanks for checking it out 🚀

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5d ago

Maker

How the audit works under the hood:
- Node.js + cheerio for page signals (Playwright fallback for
JS-heavy single-page apps)
- DeepSeek for the semantic layer — intent match, E-E-A-T signals,
content quality
- An 8-dimension scoring engine weighted by Princeton's GEO paper
(KDD'24) effect sizes, not vibes
- 4 parallel AI calls, ~15 seconds per audit

The fun part was building the citation monitor: it asks 8 AI engines
(ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, Kimi, Doubao)
real questions about your brand and checks whether you show up in the
answers. Currently tracking 8/9 engines on the homepage — live stats,
64+ scans today.

Happy to nerd out on the retrieval pipeline if anyone's curious.

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2h ago

Maker

For SaaS founders, there's one query that keeps me up at night:
"best [your category] tools" — if your brand isn't in that AI answer,
you're invisible to a whole segment of buyers who never click past it.

I've been running live audits from this thread — drop your URL and I'll
post your breakdown (score + the 2-3 things blocking you from being
cited). No signup, free tier is 5/day. Fair warning: the results are
sometimes uncomfortable — one founder found his own homepage was
blocking GPTBot for months without knowing it.

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31m ago

Forum Threads

p/geoscrope

•

4d ago

What GEO problem are you trying to solve?

Quick question for founders/marketers here:

When a potential customer asks ChatGPT or Perplexity "what's the best tool for X?" does your product show up, or does a competitor?

That's the problem we're obsessed with. We built GEOScope as the "Google Analytics for AI citations" it scans 8 major AI engines and tells you exactly which ones cite your brand, and which quietly ignore you.

We go live Aug 4. But I'd rather build for a real need than a guessed one:
What's the GEO headache you'd pay to solve?

p/geoscrope

•

4d ago

We scanned 50 SaaS homepages — median GEO score is 38

uick data from building GEOScope (an AI-citation checker launching Aug 4):

We ran our 8-dimension GEO audit (based on Princeton's KDD'24 paper) across 50 random SaaS homepages. Results:

Median score: 38/100 ("poor" invisible to AI search)

The 10 highest-traffic sites scored lower on average than the 10 lowest-traffic ones

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