devbihari — Blog

devbihari Blog describes itself simply: "What you'll find here Notes on software development Robotics projects I'm pursuing Explorations of new tools and frameworks Occasional opinions on engineering and craft Browse the blog to." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.4 out of 10.

On the page it is passable on a workable page structure. 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, a clearly stated business identity, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

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. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 68 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.