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Engineering perspectives on modern search & AI visibility.

Technical writeups on entity modeling, LLM tracking, prompt evaluation matrices, and search systems from real client projects and experiments.

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2026-10-02AI Search & AEO LLM Tracking: How to Monitor Brand Visibility, Citations, and Retrieval in AI Search

A technical guide to tracking brand presence across ChatGPT, Perplexity, and Google AI Overviews using automated prompt matrices, RAG chunking, and machine-readable context.

12 min readBibek Khatiwada

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