Bill Easton — MCP, agent infrastructure, and observability at scale

Bill Easton MCP, agent infrastructure, and observability at scale describes itself simply: "Director of Product Management for Observability at Elastic and core maintainer of FastMCP. I build the infrastructure that makes MCP behave in production, and write about what breaks when." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.