AI visibility research
We measure who appears in ChatGPT, Google AI Overviews and Copilot answers, and why. Every number comes with its source and measurement settings.
AI visibility research
Who makes it into AI assistants' answers, compared with revenue, marketing budget and search visibility. Three independent layers of data: financial filings, search and AI answers.
×23
spread in sales and marketing spend per AI citation across 17 public vendors
AI visibility research
Twenty services, forty buyer queries, four answer engines. The company with the most search traffic ranks thirteenth when the system is asked to recommend a solution.
13th
where the service with the most US search traffic ranks in AI recommendations