hui tian

hui tian

Empowering work&play with full-stack AI

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

Forums

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

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?

1mo ago

geoscrope - See your site through the eyes of ChatGPT & Perplexity

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.
View more