01
AI
VISIBILITY
FOUNDATIONS
What China AI visibility means for global B2B companies
A practical introduction to how AI answers influence supplier discovery—and what to measure first.
8 min read · GEOB2B Research Insights
Practical intelligence for the AI-era China buyer journey.
Research, frameworks and field notes for global B2B teams building credible visibility in Chinese AI answers.
02
BUYER
QUESTIONS
BUYER BEHAVIOR
From search terms to buyer questions: mapping AI-era B2B demand
Why prompt research requires more context than traditional keyword lists.
6 min read · GEOB2B Research03
5
PLATFORMS
PLATFORM LANDSCAPE
DeepSeek, Doubao, Qwen, Yuanbao and Kimi: a B2B visibility map
How the leading assistants differ and why tracking only one creates blind spots.
10 min read · GEOB2B Research04
SIGNALS
> MENTIONS
MEASUREMENT
Beyond mentions: five signals of meaningful AI visibility
A framework for separating commercial presence from vanity metrics.
7 min read · GEOB2B Research05
TECHNICAL
FIT
TECHNICAL B2B
How AI evaluates complex industrial products and specifications
Content patterns that help models understand applications, standards and fit.
9 min read · GEOB2B Research06
SOURCES
MATTER
SOURCES
Why third-party citations shape your place in AI answers
The authority layer behind recommendations—and how to analyze it responsibly.
5 min read · GEOB2B Research