Lonely Planet

Lonely Planet describes itself simply: "Lonely Planet has helped people explore the world for over 50 years. View travel guides, expert tips, and itineraries for every budget and travel style." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.1 out of 10.

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

Away from its own site, other sites link to it, the domain reads as established, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business.

AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.