How to Check Who Gets Cited in AI Answers: Tools and Methods Tested
On October 12, using a fixed 24-question panel and clea […]
Tianwen SEO Research
First-hand research on Google SEO and GEO, measured on real Chinese B2B export sites. Every study states its method, sample and limits so you can reproduce or challenge it.
Recent studies first, then the tutorial entry points. Each study is reproducible: method, sample size and limits are stated in the article.
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How to do keyword research: A process for B2B Export Products keywords, search intent, and page mappingHow to do Keyword Mapping: A guide to B2B Export Keyword mapping, page intent, and resolving internal inefficienciesHow to Write AI-Citation-Friendly Content: Page Evidence, Structured Data, and an Acceptance Checklist
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Ongoing work on keyword mapping, technical SEO, GEO visibility and AI citation structure.
AI Overview Covers 80.9% of Chinese Queries: Where to Go After Testing 500 Keywords
We tested 500 Chinese queries and 80.9% of the search r […]
Is Google SEO Still Worth It in the AI Search Era? What We Found in 72 AI Answers
Now that AI search is here, should you still do Google […]
Why AI Cites Selection Guides: We Compared List-Style Pages and Long-Form Articles Side by Side
I put the selection checklists that AI cited next to th […]
A Foreign-Trade Standalone Site With No Inquiries for a Year: A Diagnostic Path From Indexing to the Form
When a foreign-trade standalone site has been live for […]
What Do AI-Cited Pages Look Like? A Teardown of 72 AI Answers
We asked AI 72 times using 24 fixed questions, then too […]
SEO Migration Checklist: Keeping Rankings Through a Site Move
An SEO migration checklist exists because the damage ha […]
SEO Audit: The Checks That Change Decisions
An SEO audit earns its cost in one way: it changes what […]
Generative Engine Optimization (GEO): What It Is and How to Measure It
Generative engine optimization is the work of making a […]
Checking Backlinks: What the Data Actually Tells You (and What It Does Not)
Checking backlinks is the easiest way to feel productiv […]