SciELO

SciELO is a business whose own site puts it this way: "The library is an integral part of a project being developed by FAPESP - Fundação de Amparo à Pesquisa do Estado de São Paulo, in partnership with BIREME - the Latin American and Caribbean." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: visible credibility markers. What holds it back is a heading structure that lays out what it offers, 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 and sitemaps and entity links AI can follow.

Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and it comes up on Reddit. Beyond that, there is no press coverage to draw on and nobody is discussing it where AI engines look.

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.