行业新闻 动态与案例
A Patchwork, Not a Layer: Why AI Search Strategy Must Be Vertical-Specific
Healthcare queries trigger AI answers 88% of the time. E-commerce, 4%. One number spans the entire strategy space — here's what the vertical data actually shows.
How the Giants Play: Seven Case Studies in Real-World AI Search Strategy
The New York Times earned 1,890 LLM citations. A sauna studio 89. Seven documented cases reveal what actually moves AI search visibility — at every budget.
One Internet, Many Answers: A Multilingual GEO Field Guide for Exporters
AI Overview coverage ranges from 9% to 37% across markets, and answer language reshapes citations. What exporters need to know before translating a page."
The Content That Refuses to Die: Freshness as the New Competitive Layer in AI Search
Outdated content doesn't just rank poorly in AI search — it gets cited forever. Why freshness is the only signal that predicted top-3 visibility in a 5.3M-result study.
The Invisible Supplier: How Overseas Buyers Research Manufacturers in AI Search
B2B tech queries now trigger AI Overviews 82% of the time. For exporters, the question is no longer ranking — it's whether AI answers can find you at all."
The Mention Economy: Why Unlinked Brand Mentions Became the Web's New Currency
In the largest brand-visibility study available, unlinked mentions correlate with AI visibility three times stronger than backlinks. The signal hierarchy, decoded.
The Trust Recession: AI Answers Are Everywhere — and Trusted Less Every Quarter
Trust in AI search fell from 82% to 54% in one year while usage exploded. The verification economy is here — and it changes what being cited is worth
Top 10 GEO Agencies for US & European Markets (2026 Edition)
Ten generative engine optimization agencies evaluated on citation track record, methodology, client fit, and transparency — with our own disclosure up front.
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