Armstrong for All - Ry Armstrong for Mayor of Seattle

Armstrong for All describes itself simply: "Ry Armstrong is running for Mayor of Seattle to bring a next generation of bold leadership to the Emerald City. Join us in fighting for working people!." Its AI visibility score is 5.0 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. It is passable on a workable page structure. What holds it back is structured data describing the business, sitemaps and entity links AI can follow, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.

Off the page, other sites link to it. 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, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).