AEO and GEO: what actually gets you cited

Since 2 August 2026 the EU AI Act has asked for two AI labels: an invisible one the model vendor owes, and a visible one you owe. The sparkle most products shipped is neither.

An agent booking a gym class found a GraphQL API that let it cancel other members' reservations. The flaw was old. What was new is that something finally tried.

Ahrefs measured 2.38% of the URLs ChatGPT cites returning a 404, against 0.84% for Google. A redesign that changes URLs now costs citations, not just rankings.