AI Visibility Reports & Playbooks

Discover how AI selects sources when answers can affect people’s health or finances. Based on 22 topics, this study compares YMYL (Your Money or Your Life) and everyday commercial queries across four AI platforms, with US data and a UK cross-check.

Discover how ChatGPT and Google AI Mode differ in the brands they mention, the sources they trust, and the competitive sets they create across 22 industries.

Explore how AI search platforms influence retail brand visibility, recommendations, and discovery across the customer journey.