Research

Analysis and insights on AI crawlers, bot behavior, and how the web is adapting to AI.

WebMCP: Your Website Is Now a Function Call

Google and Microsoft shipped the first browser implementation of WebMCP. Here's what it is, how it works, and who it disrupts.

GrokBot is documented but never seen in logs. xAI's crawler uses spoofed Chrome and Safari headers. Here's how I caught it.

We analyzed 10,000 top websites to see how they handle AI crawlers. The results show a web splitting in two.