The Record

The Record is a business whose own site puts it this way: "Your Waterloo Region source for daily breaking news, local stories, life, opinion, sports, voices from the community, events and more." 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 and a few credibility markers. What holds it back is 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 3 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI). It does link out to several social profiles, which helps engines tie the brand together.