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.
Latest research
Ongoing work on keyword mapping, technical SEO, GEO visibility and AI citation structure.
2026-10-27
Tianwen SEO Research · Liu Yu’s Method Notes When […]
2026-10-26
Tianwen SEO Research · Liu Yu’s research notes Pl […]
2026-10-24
We have appeared twice in AI provider lists and still c […]
2026-10-23
When a site has traffic but no inquiries, I don’t […]
2026-10-21
Our seven published canary pages were not indexed at th […]
2026-10-20
How should you choose a Google SEO provider? I set the […]
2026-10-19
This year has added a new layer of fog: providers have […]
2026-10-19
Slow indexing and not being indexed are two different d […]
2026-10-18
The page pops up “submitted successfully,” […]
2026-10-18
The monthly report looks great every time, yet the owne […]