Google for Developers Blog

"By leveraging these benchmarks to establish a Roofline model, engineers can accurately diagnose whether their machine learning workloads are compute-, memory-, or network-bound." That is how Home introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.5 out of 10, a strong showing.

On the page it is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity and credibility markers like credentials or reviews.

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).