dcefferty

dcefferty/OpenGEO

An open, reproducible, causal benchmark for Generative Engine Optimization: does changing a page actually change whether an AI answer engine cites it?

1 stars 0 forks 1 watchers Python MIT License
aeo ai-search ai-seo answer-engine-optimization benchmark causal-inference chatgpt claude-code claude-skills generative-engine-optimization geo llm llm-evaluation open-science reproducibility seo
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3 Open Issues Need Help Last updated: Oct 12, 2026

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Calibration: compare API and app citations on more engines (ROADMAP item 8) 23 days ago
help wanted
dcefferty/OpenGEO
1

An open, reproducible, causal benchmark for Generative Engine Optimization: does changing a page actually change whether an AI answer engine cites it?

Python
#aeo#ai-search#ai-seo#answer-engine-optimization#benchmark#causal-inference#chatgpt#claude-code#claude-skills#generative-engine-optimization#geo#llm#llm-evaluation#open-science#reproducibility#seo
Re-run a published round on an engine outside the panel 23 days ago
help wanted
dcefferty/OpenGEO
1

An open, reproducible, causal benchmark for Generative Engine Optimization: does changing a page actually change whether an AI answer engine cites it?

Python
#aeo#ai-search#ai-seo#answer-engine-optimization#benchmark#causal-inference#chatgpt#claude-code#claude-skills#generative-engine-optimization#geo#llm#llm-evaluation#open-science#reproducibility#seo
Reproduce the headline result from the published raw data (no API key needed) 23 days ago
good first issue
dcefferty/OpenGEO
1

An open, reproducible, causal benchmark for Generative Engine Optimization: does changing a page actually change whether an AI answer engine cites it?

Python
#aeo#ai-search#ai-seo#answer-engine-optimization#benchmark#causal-inference#chatgpt#claude-code#claude-skills#generative-engine-optimization#geo#llm#llm-evaluation#open-science#reproducibility#seo