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Find out whether ChatGPT, Gemini and Perplexity recommend your site - and why they don't. Open-source GEO/AEO auditor + MCP server. No account, no card, your keys.

0 starsTypeScript

Open-source tool to check if ChatGPT recommends your business

by Dom1·Aug 3, 2026·1 point·0 comments

AI Analysis

●●●BangerBig BrainZero to OneSolve My Problem

Blind prompting strategy reveals actual AI recommendations instead of flattering brand mentions.

Strengths
  • Blind query approach avoids prompt contamination that guarantees brand appearance in results.
  • Verbatim receipts allow users to reproduce exact prompts and answers for verification.
  • Readiness audit checks 11 technical factors like llms.txt and structured data without API costs.
Weaknesses
  • Relies on consistent API behavior from models that change ranking algorithms frequently.
  • No historical tracking to show how visibility changes over time after optimizations.
Category
Target Audience

SEO specialists, digital marketers, business owners

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BrightEdge · MarketMuse · SEMrush

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