Research by topic

AI search

Measure mentions and citations with repeatable questions and clear evidence.

AI search guides

6 guides

A practical framework for comparing recommendations without inventing a leaderboard.

Track answer presence, cited pages and question changes without confusing them with rankings.

A crawler-access investigation checklist for teams reviewing OAI-SearchBot.

An evidence-led content workflow with no promise of a citation.

Compare repeatability, citation evidence and honest sample reporting.

Build a baseline of buyer questions, citations and recommendation language.