Product
Why Now
Agents are mediating discovery, evaluation, and recommendation at a meaningful and climbing rate. Being legible to machines is no longer optional.
The Shift
Agents mediate discovery, evaluation, and recommendation now. The rate is climbing fast.
The Tools
orank, Profound, Otterly, and the AI-readiness arms of SEO platforms. They converge on a shared scoring model.
The Scoring Model
A company is legible to agents if and only if it publishes a specific set of well-known files, structured markup, and machine-readable surfaces.
The Failure Mode
Most companies fail the scan and don't know why.
The Checklist Trap
Companies that solve it as a checklist will be perpetually behind. The checklist changes; the structure endures.
The Beacon Answer
Solve the structure, not the score.