MEP Engineering Services | KO DESIGN | TX Envelope icon.Location marker.Black telephone handset icon.

"KO Design Group delivers expert MEP engineering solutions with 20+ years of experience. Contact us for coordinated, permit-ready designs." That is how MEP Engineering Services introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.

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 a few credibility markers. What holds it back is structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.

Off the page, other 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). There is not much on the page to read either, about 110 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.