Michelle Scrogham MP

Michelle Scrogham MP is a business whose own site puts it this way: "FacebookThis field is for validation purposes and should be left unchanged.Name(Required) First Last Email(Required) Follow on social media Michelle’s privacy policy." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

On the page it is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.

There is not much on the page to read either, about 149 words. It does link out to several social profiles, which helps engines tie the brand together.