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AI Presence Snapshot: what machines can verify about your website, right now.

No invented "citation percentages." No fear scores. This tool runs real, binary checks against your live site — the same things AI crawlers actually look for — and shows you exactly what passed, what failed, and why it matters.

What this checks: whether AI systems (ChatGPT, Claude, Perplexity, Google AI) can access, read and verify your website — llms.txt, AI-crawler permissions, schema testimony, entity clarity and machine-readable content. Every check is a fact, not an opinion.

Read why we built a binary technical checklist instead of a proprietary “AI citation score” →
Prefer a side-by-side view? Try Through Machine Eyes — the same live checks, shown as NOW vs AFTER panes →

Why these checks and not a "citation score"?

Some tools show you a percentage of how often AI engines "cite" you. Here is the honest problem: no public API reports citation counts, so those percentages come from sampling a handful of prompts and extrapolating — statistical theatre. We refuse to show you a number we cannot defend. What we can verify, live and binary, is whether your site is readable, accessible and trustworthy to machines — the preconditions of every AI citation. That is what this tool does. Patterns, not theatre.