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AI operability
AI operability is a probe-based report of what agents can do on the live site today — reach pages, operate forms, and see protocol signals — not a forecast of agent sales and not citation monitoring.
It is included with Site Care at $29/mo, and with Monitor and Dominate. The Pages fix list and this operability report are different surfaces. Care keeps both living.
We probe with real agent user-agents. Forms, commerce schema, and protocol signals (MCP, agent cards, bot authentication cues) are recorded as pass or fail. Recommended fixes land on the living checklist.
The free Layer 1 Audit is the same readiness job, measurement-only: deterministic checks on reachable pages, no Improve LLM essays. Site Care unlocks the itemized list, a daily technical re-score of every reachable page, operability re-probes after you ship fixes (short cooldown), and unlimited verify-page while you are subscribed.
Included with Site Care at $29/mo, and with Monitor ($149) and Dominate ($499). Foundation Sprint is quoted we-apply work, not this membership.
First-party case study: agent readiness 11 → 28. Probe-based — not a traffic forecast. Score lift is not a citation guarantee.
Concrete artifacts in the client room — not a slogan.
Read, forms, booking, and transact capabilities from live probes — what an agent can do now, not what a traffic forecast says it will do later.
robots.txt for AI bots, llms.txt presence, sitemaps, and well-known cards. Findings become checklist items you or your agent apply.
Unlock the itemized Layer 1 checklist against a pinned baseline. You or your agent apply; we measure with verify-page. Cancel anytime — verified history stays; the list locks.
When you connect a write-capable CMS or GitHub, apply-fix can land on the site. Connection is not required to buy Site Care. Squarespace and Framer are named as detect-and-brief only — we do not pretend they are connected.
Measured data
Agent-readiness case study: 11 → 28 on measured probes (first-party).
We probe with real agent user-agents. Forms, commerce schema, and protocol signals are pass or fail. Verify-page re-fetches the live URL and is the only writer of verified. Agents cannot self-mark verified. The free Layer 1 path is measurement-only — no Improve LLM essays on every page.
Vibe-coders whose agent already ships, and teams who want the checklist to stay current after a redesign — plus researchers testing whether a site is usable by agents at all.
For buyers and researchers. Every step is something you can do without taking our word.
Measured AEO vs rebadged SEO
Ask any AEO vendor these questions — including us. Measured AEO answers with instruments and dates. Rebadged SEO answers with keyword coverage and search rank.
Show me a measured citation rate from real answer-engine checks — not search rank — and the engines you checked.
Show me one verified before/after: a page re-scored against a pinned baseline, with a system-granted verified status.
Which entity signals changed, and where is the live evidence they resolve?
Do you record the checks where the brand was not cited?
Who granted “done” — a person, a model, or a re-probe of the live page?
Show me your run-to-run flip rate. If the tool will not publish variance next to the headline rate, the decimals are decoration.
Framework licensed from our category positioning record. No named competitors — demand instruments and negatives, not slogans.
Example from a live programme — not measured from your site.
Leave your email while signup is closed. When it opens, the same form starts a Layer 1 Audit — AI readiness, not citation monitoring.
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