Preparing page

Loading product graph, proof, and adoption context.

Build better AI stacks, discover product launches, claim useful opportunities, and give companies an adoption graph they can trust.

Preparing tokens&

Loading the next builder or enterprise surface.

Preparing page

Loading product graph, proof, and adoption context.

Build better AI stacks, discover product launches, claim useful opportunities, and give companies an adoption graph they can trust.

Actually adopted

AI Agents tools with real usage proof

A developer-facing view of tools that have moved beyond directory presence into verified usage, cohort breadth, retention, or challenge proof.

Privacy floor

Cohorts below N=7 are visible as suppressed instead of pretending the data is stronger than it is.

Verified tools

Suppressed

How tools get here

Vendors claim a profile, send verified adoption events, clear the privacy threshold, and embed the public badge. Paid analytics do not buy placement.