2026-10-12
商品 feed：AI 电商时代的第三种"提交协议"
做 SEO 时向搜索引擎提交 sitemap，做 GEO 时向 AI 提交什么？答案是商品 feed。但 20...
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The method, laid open on purpose
GEO is full of unverifiable claims. We answer with recomputable rules, metrics that carry denominators and public definitions — this is their documentation.
Five sections
Find content by the problem you want to solve
Blog to understand a concept, Workshops to follow a procedure, Masterclass to learn a layer properly. Case studies and videos are in preparation.
Blog
4 postsExplanatory posts on single questions: one concept, one phenomenon, one comparison — clearly explained.
Enter section →Case Studies
In preparationReal client work, start to finish: what we did, how the numbers moved, and what did not change.
Enter section →Workshops
6 postsHands-on sessions you can follow: how scores are recomputed, how sampling budgets are allocated, where the quality gates sit.
Enter section →Masterclass
11 postsDeep, structured teaching: mechanisms, standards, measurement definitions and delivery systems, one layer at a time.
Enter section →Videos
In preparationWalkthroughs and demos: the methodology and the process recorded, so you can follow along once.
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