AI Do measures whether your brand makes the shortlist when buyers ask AI what to actually buy. Best-of lists, comparisons and direct recommendations are where AI turns into revenue. AI Do shows whether you are on those lists, where you rank, and what puts you there.
Every AI Do report scores your brand from 0 to 100 and places it in one of five bands:
Whether you appear in the best-of and top-ten style answers AI generates for your category.
Where you rank when AI compares you directly against named competitors.
Whether the forums, reviews and community sources AI trusts at the buying moment mention you.
This is the closest measurement to money. When a buyer asks AI which product to choose, the shortlist is the sale. AI Do tells you whether you are in it.
"AI Do is the funnel stage where visibility stops being a marketing metric and starts being a sales number."
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.
Sweeplet is a fictional consumer wellbeing app. We built a full illustrative AI Do report around it so you can see exactly what you would receive, section by section. Read the Sweeplet worked example.
Subscriptions start from £475 per month. Single one-off reports are priced bespoke. See how we price K&C reports and services.