A reusable working method, not a verified customer-results report.
Start with buying questions
Collect natural questions about specifications, market availability, shipping and returns. Separate brand, category and comparison questions, recording language, market and use case.
Establish a baseline
Save the original answers, timestamps, mentions, recommendations and actual citations under documented model and retrieval settings. One absent answer does not represent every user experience.
Publish verifiable information
Put confirmed facts on stable pages with scope, update dates and sources. Address missing buying considerations in useful guides. Link each article to the question it answers and obtain factual review before publication.
Retest and interpret
Reuse a frozen question set with comparable settings. Track corrected facts, mentions, recommendations and citations separately. Conversion requires its own attribution method; a recommendation-rate change does not establish causality.