Data collection phase
AI agent attention,
measured at the page level.
Agent Signal is a controlled market panel that records which companies, categories, comparisons and alternatives are retrieved by automated clients.
Market panel
Five starting markets
Each category uses the same information structure and internal-link depth. Inclusion means the product plausibly belongs in a buyer’s consideration set; it is not an endorsement.
Market signals
What the panel is designed to reveal
Over time, repeated retrieval patterns can show where AI-mediated market attention is forming and how consideration sets change.
Category momentum
Which software markets receive increasing or declining attention.
Company attention
Which products appear more frequently in AI-agent research activity.
Comparison networks
Which companies repeatedly appear in the same consideration set.
Alternative pressure
Where buyers may be exploring substitutes for an existing product.
Explore the panel