Ashley the Auto Advocate

Ashley the Auto Advocate describes itself simply: "Auto buying concierge with 25+ years of dealership experience. Shows clients the exact out-the-door price, fees, and lease or finance structure before they ever pay a concierge fee." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).