Articles / AI Search and Citation

AI Search and Citation

How answer engines pick sources, and what a documentation site can control.

What Makes a Page Extractable by an Answer Engine
Make answers easier to extract without pretending structure, schema, or llms.txt can earn AI citations or rankings.
7 min read
llms.txt Examples: Four Public Files Audited Against the Proposal
See how four public llms.txt files differ, which parts match the proposal, and why valid syntax cannot prove that an AI system will use them.
6 min read
AI Crawlers in robots.txt: Training, Citation, and What Each Block Costs
Separate AI training crawlers from citation crawlers, audit robots.txt safely, and understand what each block prevents.
5 min read