I built an open-source CLI that scores any site for AI-agent readiness (0-100)

TL;DR — agent-readiness-cli checks how well your site talks to ChatGPT, Claude, Perplexity and other AI agents. Single-file Python, standard library only, MIT.

Repo: github.com/sspoisk/agent-readiness-cli

Install: pip install git+https://github.com/sspoisk/[email protected]

The problem

Every "AI SEO" article in the last six months tells you the same three things:

Add llms.txt

Add JSON-LD with the right @type

Decide what to do about GPTBot , ClaudeBot , PerplexityBot in robots.txt

What none of them give you is a tool that opens your site, looks at it the way a crawler would, and tells you what's actually missing right now.

So I built one.

What it does

$ agent-ready https://example.com ✓ llms.txt 10/15 present, 4.2 KB, 12 URLs ✓ json-ld 23/25 3 block(s), types: Article, Organization, BreadcrumbList ✗ ai-bots-robots.txt 0/20 ClaudeBot, GPTBot disallowed at root ✓ canonical+hreflang 12/15 canonical=set, hreflang…