Insights topic

Digital Growth

Websites, search visibility and conversion — including how AI answer engines are changing what it means to be found at all.

Digital Growth7 min read

Answer Engine Visibility Measurement Without False Confidence

Measure AI answer visibility with a fixed panel of buyer prompts, repeated runs and several models. Report citations, mentions, prominence, recommendation position and negative recommendations separately.