Official MapQuest

Official MapQuest is a Marina Del Rey, CA business whose own site puts it this way: "Official MapQuest website, find driving directions, maps, live traffic updates and road conditions. Find nearby businesses, restaurants and hotels. Explore!." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.2 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt and credibility markers like credentials or reviews.

Away from its own site, 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 4 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and GPTBot (ChatGPT). There is not much on the page to read either, about 81 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.