Open Source SEO Audit Tool — SEO Otter: Free Website SEO & Keyword Tracker

Open Source SEO Audit Tool SEO Otter: Free Website SEO & Keyword Tracker is a business whose own site puts it this way: "Open source SEO audit tool and keyword rank tracker. Run a free website SEO audit with Google Search Console, AI-powered keyword research, rank tracking, content analysis, and." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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). The site links to no social profiles, so there is nothing tying the brand to a wider presence.