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Code Calamity
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Code Calamity just got measured.
5/10 means Code Calamity is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Code Calamity
Skip to content Code Calamity Hodgepodges from a coder's mind Expand Menu Posts Projects Guides Contributors About I’m living in a uv world Posted on December 1, 2025 by Chris Griffith Coding Opinion Overview 0 Earlier this year at PyCon 2025 I avoid several talks about python packaging that include talks about this new uv thing.
Key Topics
Details
Category: Technology
codecalamity.comAI Visibility Breakdown
2
Structured Data
7
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on May 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codecalamity
Cite this score: Engagemii (2026). "AEO Score for Code Calamity." Retrieved from https://engagemii.com/aeo/brands/codecalamity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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