AI See measures whether AI engines name your brand at all when buyers ask about your category. If ChatGPT, Google AI Overviews, Google AI Mode or Perplexity are answering category questions without mentioning you, AI See shows you exactly where, how often, and who is being named instead.
Every AI See report scores your brand from 0 to 100 and places it in one of five bands:
How often your brand appears when AI answers category questions your buyers actually ask.
Which sources AI engines lean on when they talk about your category, and whether any of them point at you.
Your slice of the AI answer against every named competitor, question by question.
Most brands start here. You cannot fix how AI describes you until you know whether AI mentions you at all. Around 68% of searches now end without a click, which means the AI answer is often the only impression your brand gets.
"The first question every board asks is simple: does AI know we exist? AI See answers it with evidence, not opinion."
Russ Read-Barrow, founder, Known & Cited, July 2026
Every K&C report is built around the AMEC GEO Principles: personas, journey stages, sub-products and buying factors, combined into the question set your buyers actually put to AI. We measure across ChatGPT, Google AI Overviews, Google AI Mode and Perplexity as standard, with additional engines including Claude, Copilot and Grok added on client request. Around 6,000 AI responses per report, sampled over a seven-day window, reviewed by a K&C analyst at six named checkpoints. Read the full methodology.
Vault Drive is a fictional cloud-storage SaaS brand. We built a full illustrative AI See report around it so you can see exactly what you would receive, section by section. Read the Vault Drive worked example.
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