How to Calculate AI Search ROI: A Bookkeeping Method from Citation to Inquiry
AI search is hard to measure not because we are lazy, b […]
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.
Continue by topic
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
Latest research
Ongoing work on keyword mapping, technical SEO, GEO visibility and AI citation structure.
How to improve Google rankings: practical steps to boost Google SEO ranking in 2026
The Core Logic of Google Rankings: How Google Decides W […]
How to Compete in the Zero-Click Era: What Zero-Click Marketing Means for Foreign-Trade Sites
Search is becoming “answers,” not a “directory.” With f […]
Google ranking check: comparison of five methods, from GSC to free tools (practical guide for 2026)
Google Ranking Check: Five Methods for Checking Ranking […]
83.9% of Google’s Forum Results Are Reddit: How Exporters Can Use It
Reddit is not the exporter’s battlefield, but it […]
How to choose a web design company for B2B Export Businesses: pricing, technical assessment, and checklist to avoid pitfalls (2026)
How to Choose a Foreign Trade Website Development Compa […]
A 331,000-Page Study: Google Punishes Bad Content, Not AI Content
Many people use this conclusion as a shield, saying  […]
Which metrics in SEO monthly reports are misleading: Don’t focus solely on Indexing, word count, and tool scores
There are three most common types of vanity metrics in […]
Google Ads campaign setup tutorial: complete process for B2B Export Websites in 2026, from account opening to optimization
图：Google Ads campaign setup tutorial: complete process […]
Why Self-Promotional Content Backfires with AI: A Lesson from One Experiment
“We are experienced, and our quality is reliable& […]