Open Source Inference for Agents

Open Source Inference for Agents is a business whose own site puts it this way: "Every model your agents call, served from one open-source cluster in your cloud. Open models end to end; 50x cheaper than per-token APIs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2021.