Bots read fast pages too: what we reprioritised after an AI-crawler audit

An AI crawler audit showed that GPTBot and other bots were hitting slow, blocked, or JavaScript-only pages that standard SEO checks had missed.

Server logs revealed issues like long-tail URL latency, client-rendered shells, soft 404s, and robots.txt blocks that hid content from crawlers.

The team changed its process to inspect real crawler requests, measure TTFB, and verify that the first response contains meaningful HTML.

The takeaway: crawlability and fetch readiness must come before broader performance monitoring if you want content accessible to search and AI systems.