MapQuest

MapQuest is one of the businesses we track. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

The page falls short on structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and sitemaps and entity links AI can follow.

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 22 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.