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// diagnose

agent-readiness-audit

Agent Readiness Audit

Diagnose engineIntermediate
bash
$npx skills add sarojkjha/aaj-marketing-skills --skill agent-readiness-audit

// when to use it

Score whether an AI agent acting for a buyer can find you, evaluate you against alternatives, and act. Distinct from GEO: this measures whether you are transactable by a machine, not whether you get cited by one. Rendering is a hard gate — everything else is theoretical until an agent can read the page.

// what you give

The site's rendering method, what structured data exists, whether pricing and specs are published, what actions can complete without a human, and the robots.txt stance on AI crawlers.

// what you get

A readiness score across five dimensions, the hard blockers named first, gaps ranked by cost, a plain statement of what an agent can and cannot do today, and the fixes in order.

// see it run

agent · diagnose
$
view engine source

Examples

// prompt

node resources/agent-readiness.js --ssr --schema --pricing-public --self-serve --allows-ai-crawlers

// result

AAJ · AGENT READINESS
  Score  48/100
  WEAK — An agent can read the site but can't reliably evaluate or transact.

BY DIMENSION
  Machine-readable content     22/30
  Evaluable facts              12/25
  Action surface                8/20
  Identity & trust              0/15
  Agent access policy           6/10

// faq

// human in the loop

Need a human in the loop?

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