A practical guide to technical SEO for e-commerce

How to Audit Your Brand’s Presence in AI Answers: A 5-Step Framework

To audit your brand’s presence in AI answers, (1) build a prompt set from real buyer questions, (2) run it across the major AI platforms under controlled conditions, (3) score mentions, citations, accuracy, and framing, (4) trace which sources the models rely on, and (5) fix the gaps and re-measure monthly. This is a measurement discipline, not a one-time check.