How we score AI visibility
One hundred points across five categories. Deterministic, reproducible, and biased toward what actually moves the needle for AI agents — not what looked clever in 2014.
Crawlability — 15 pts
We fetch your robots.txt and check whether GPTBot, OAI-SearchBot, PerplexityBot, Google-Extended, ClaudeBot, and CCBot are allowed. Block any of them and a chunk of the AI ecosystem can't see you.
Classical SEO hygiene — 20 pts
Title length, meta description, single H1, canonical, OpenGraph trio, and image alt text. Boring fundamentals — and most sites still fail them.
Structured data — 25 pts
Valid JSON-LD that parses and uses a real Schema.org type. This is how LLMs reason about what your page actually is.
Agentic / AI-readiness — 25 pts
Do you serve an llms.txt? Any ai:* meta tags? Is your main content actually in the HTML, or only after a JS bundle runs? Agents don't wait for React.
LLM legibility — 15 pts
We send your page to Google Gemini and ask it to describe your business in one sentence. If it can't, neither can your customers' AI assistant.
Bands
- 80–100 Visible — AI agents can find, parse, and recommend you.
- 50–79 Partially visible — Hit and miss; you're losing recommendations.
- 0–49 Invisible — You exist for humans only.