/tools

Evaluate the headless
economy

Practical tools for measuring, rating, and navigating agent-native products and services.

Available now

Agent Usability Report

How readable is your site to an AI agent?

Scans any public URL the way an agent would — probes conventional paths, reads headers, checks for bot-challenge walls — and returns a structured markdown report scored across nine dimensions of machine-readability.

Free · No sign-up Markdown output

Scores

/ Discoverability
/ Invokability
/ Runtime quality
/ Auth & access
/ Pricing clarity
/ Error handling
/ Docs & schema
/ Rate limits
/ Trust signals

Paste a URL. Get a report. Run scan →

usability-directory live

Agent Usability Directory

Browse companies ranked by agent usability.

Live leaderboard of companies scored against the same 100-point rubric as the Agent Usability Report. Each company gets its own page with the full score breakdown across discovery, APIs, content, commerce, and security. Search the directory or jump to any company with ⌘K.

960+ companies Auto-updates on new scans

Scores

/ Discovery
/ APIs & agent endpoints
/ Content & semantics
/ Commerce & reliability
/ Security & trust

Browse the leaderboard. Open directory →

In development

Headlessness Rating

How agent-ready is a company's full product surface?

Structured ratings for companies across discoverability, API maturity, pricing model, auth patterns, and agent-native design. Covers enterprise and YC-batch companies.

coming soon