The cross-market project

Same question.
Two AI worlds. How far apart?

Chinese and American shoppers increasingly buy through AI assistants — but the assistants are different models, trained on different data, embedded in different commerce ecosystems. AIBUY asks both worlds the identical purchase questions and publishes the gap. Only a team operating in both markets can run this; we do it quarterly, free, in both languages.

PANEL · US

The US set

ChatGPT · Claude · Gemini · Perplexity — the assistants English-speaking buyers actually consult before purchasing.

PANEL · CN

The China set

Doubao · Tencent Yuanbao · Kimi · Wenxin · Taobao Ask — the assistants inside the Chinese buyer's daily apps and commerce flow.

What we compare

1

Identical prompts, both panels

One prompt set, translated where needed (originals kept), run through both panels in the same window.

2

Brand overlap & consensus

Do the two worlds even name the same brands? Overlap %, per category and per prompt.

3

Fact divergence

Where both mention the same product, do they state the same specs and prices? Error asymmetry is where buyers get hurt.

4

Ecosystem gaps

Which retail ecosystems does each panel assume (Amazon vs Taobao/Tmall), and what does that hide from cross-border buyers?

First publication

Q4 2026 · Cross-Market AI Recommendation Report No.1

Categories: keyboards (pilot extension), coffee gear, skincare devices. English edition here, 中文版 on aibuy.org.cn, same day. Media inquiries welcome — the dataset excerpt pack accompanies the release.

Pilot excerpt → Press contact