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Knowledge Base · Field Notes

ChatGPT: Field Notes

Observations of ChatGPT web retrieval, citation behavior, and source selection.

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Generative Engine Optimization

Retrieval mechanics and citation infrastructure research.

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AI Search Diagnostics

Symptom-first troubleshooting for citation failures.

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Insights

Technical analyses and research-backed explanations.

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