GEO + Agent Readiness — now publicly scored

See what AI sees.

Audit any brand's agent-readiness. Score how AI crawlers, LLMs, and autonomous agents discover, read, and interact with your site — vs what humans see.

Try:

Spec
Content-SignalsEmerging HTTP header: `Content-Signals: ai-train=yes, ai-search=yes` — signals AI crawl intent from response headers. Not yet widely adopted but on the IETF radar.
Audits Run
46+
Agent Checks
8
Score Categories
12
Bot Profiles
100
Point Scale

The render gap is real.

Every site has two versions. Human mode renders JS, loads images, fills in dynamic content. Agent mode sees what AI crawlers actually receive — often far less.

HUMAN VIEW
[ Hero image rendered by browser ]
Brand Name | Product Tagline
Featured product · $299.99
Related product A
Related product B
AGENT VIEWtypical render gap
Brand Name | Technology
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Products | Support | Corporate

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© 2026 Brand Corp.

No audits run yet. Scan a domain to see it here.

Everything you need to win in the AI era.

Agent-Readiness Score

46+ checks across 8 categories. Letter grade + 100-point score. See exactly what's blocking AI agents.

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Human / Agent Toggle

Flip between what humans see and what AI crawlers receive. Visualise the render gap per-bot.

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Live Leaderboard

Every audit is real. Run any domain and it immediately appears in the leaderboard with a real score.

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Industry Benchmarks

Median scores by vertical. Know exactly where you stand vs competitors in your space.

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12-Bot Registry

ClaudeBot, GPTBot, Perplexity, Google-Extended and more — each checked against robots.txt and headers.

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MCP-First Design

This site exposes /.well-known/mcp.json. We eat our own dogfood. Fully agent-accessible.