Ten Softworks

Ten Softworks is a 강남구, 서울특별시 business whose own site puts it this way: "도메인 데이터를 온톨로지로 구조화하고, 논리 기반 AI 서비스를 구축하는 기업. 도서·이커머스·관광 등 다양한 도메인에서 설명 가능한 AI를 만듭니다." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.