GEO fails when your site blocks AI crawlers: fixing structure made citations surface

Infamous_Math6402 · reddit · 2026-11-08

GEO is often treated as pure content work, but if models and crawlers can't reach or cleanly parse your pages, none of the structuring matters. The author built agents to check citations while the underlying site was quietly blocking crawlers.

A Crawlr audit pinpointed exactly which pages were unreadable; after repairing the structure, their content changes finally began surfacing in AI answers.

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