Case Studies

A leading European supplement brand had strong traditional SEO rankings but zero visibility into how AI assistants were responding to purchase-intent queries in their category.

GeoRaydar built a 120-query library covering product recommendations, comparisons, and ingredient queries. We tracked responses weekly across GPT-4, Claude, Gemini, and Perplexity, then identified the content and citation gaps driving low mentions.

In 12 weeks, presence rate grew from 12% to 47% across tracked queries. The brand went from unmentioned in most AI responses to appearing in nearly half — including as a first recommendation in 3 out of 4 LLMs for their core product category.