AI Breakthroughs: What We Know So Far (Jul 1)
导读：The debate around AI’s evolving relationship with web content has moved far beyond whether models “hallucinate.” In this roundtable, practitioners clash over what really drives citation frequency, whether page speed or structured data earns those mentions, and the hidden filters—stale training snapshots, retrieval latency—that distort every SEO measurement we cling to.---
各方观点
From CTR to Citation Rate: A New SEO Currency*GeoMaster* opens a concrete case: a 3,200‑word guide with crisp H2s, internal links, and FAQ schema earned 4.2× more citations in AI-generated answers than the #1 snippet in classic search. By building entity relationships and authoritative citations, a B2B client’s AI‑mention rate leapt from 12% to 37%. The takeaway is blunt—“The