Live demo Mirror AI visibility
See your business the way AI sees it
Customers now ask an AI assistant about you before they ever reach your site. Mirror reads any website the way those assistants do, scores how legible you are to them, and shows in plain language what AI understands you do, what it gets wrong, and how to fix it.
The structural scan is real and free for any site. The plain-language AI read runs live once an API key is connected, and shows a sample read until then.
Worked examples
Three sites, three very different reads.
A craft microbakery in Savannah, clear about the bread, quiet about the basics.
Partly legible to AISharp logistics software with the front door bolted shut to AI.
Mostly legible to AIA law firm that is almost entirely invisible to AI.
Nearly invisible to AIUnder the hood
How this was built.
Mirror has two layers. The score is deterministic: it fetches the site through a hardened reader and checks the concrete signals AI assistants depend on, from schema.org markup to whether robots.txt even lets AI crawlers in. That part is real and free for any URL.
The plain-language read is a single, bounded Claude call that describes the business strictly from what the page says, and names what it cannot tell. Each result is frozen to a permanent link, so sharing it costs nothing to serve. The same discipline runs the rest of my work: make the expensive step happen once, and make it honest.