Angus Reid Institute

Angus Reid Institute describes itself simply: "Explore timely, non-partisan public opinion research on politics, social issues, the economy, and more in Canada." Its AI visibility score is 6.9 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 a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a few credibility markers and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers.

Off the page, other sites link to it, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.