Scoring

What is the agent-readiness score

The 0-100 score shows how ready your site is for AI agents. How it's computed: 5 weighted categories, gradient checks, active categories.

What it is

The agent-readiness score is a number from 0 to 100 showing how legible and accessible your site is to AI agents and AI search. The higher it is, the more easily ChatGPT, Perplexity, Gemini, and YandexGPT find, read, and use your content.

How it’s computed

The score comes from 5 categories, each with its own weight:

CategoryWeightAbout
Content30content is machine-readable (Schema.org, Markdown, llms.txt)
Discoverability25you can be found (robots.txt, sitemap, link headers)
API / Auth / MCP25agents can interact (MCP, OAuth, ai-agent.json)
Bot access15AI bots are allowed in (AI rules, content signals)
Commerce5agentic payments (x402, ACP, UCP)

A category score is the weighted average of its checks (each contributes a gradient value 0-1, not just pass/fail). The overall score is the weighted average of the active categories, normalised to 100.

Active categories

  • Mandatory — Content, Discoverability, Bot access — always count.
  • Optional — API/MCP and Commerce — turn on only when relevant (intent detected, at least one check passed, or you enabled them). If you’re not an API product, a missing MCP doesn’t “penalise” your score.

Result → level

The final score falls into one of 5 levels: from “Invisible” (0-19) to “Agent-Native” (80-100).

Find out yours

Run a free scan to get your score, a per-category breakdown, and a list of what to fix first.