Chinese and global AI models
Doubao, DeepSeek, Qwen, Yuanbao, Kimi, ERNIE, Zhipu Qingyan, iFlytek Spark, ChatGPT, Claude, and Grok, compared side by side on the same question set.
Choosing a GEO approach: monitoring, diagnosis, or agency?
GEO products and services roughly fall into three categories, each solving a different problem. Work out which one you need first, then compare specific products.
Start with the kind of need you have
Monitoring
Typical need
Track how often your brand comes up in AI answers and get alerted when it changes.
Does PeakGEO fit?
Supported: daily or weekly scheduled monitoring, with drop alerts via Feishu, WeCom, DingTalk, or webhook.
Diagnosis
Typical need
See the original answers and cited sources, get clearly defined rates, and receive actions you can carry out.
Does PeakGEO fit?
This is PeakGEO's core: multi-model diagnosis, an evidence chain, and retestable action recommendations.
Agency / consulting
Typical need
Have someone else produce content and run PR for you.
Does PeakGEO fit?
PeakGEO provides recommendations and draft quality checks; you publish the content yourself. Nothing is published automatically.
Four things PeakGEO holds to
Evidence chain
Question → original model answer → links cited in the answer → material verified separately by the platform, each shown on its own so every claim can be traced.
Retestable
Before-and-after comparisons on the same questions and models. When confidence intervals overlap, the result is reported as "indistinguishable", and changes are never attributed to a single action.
Honest definitions
Organic mentions and recommendations are counted separately; questions that name the brand are excluded from the mention rate; rates carry 95% confidence intervals and overlapping intervals are not read as a change.
Capability comparison
| Capability | PeakGEO | Monitoring tools (category) | Agency / consulting (category) |
|---|---|---|---|
| Side-by-side Chinese AI models | Doubao / DeepSeek / Qwen / Yuanbao / Kimi / ERNIE / Zhipu Qingyan / iFlytek Spark / ChatGPT / Claude / Grok | Varies by product | Varies by provider |
| Traceable original answers | Yes | Varies by product | Varies by provider |
| Mention rate and recommendation rate reported separately | Yes | Varies by product | Depends on methodology |
| 95% confidence intervals on rates | Yes | Varies by product | Depends on methodology |
| Same-question retest comparisons | Yes | Varies by product | Varies by project |
| Publishes content automatically | No, you publish it yourself | Varies by product | Varies by provider |
* Products change quickly; check each vendor's official site for their current capabilities.
Run a diagnosis and see for yourself
Every result comes with the original answers and cited sources, so you can judge the fit yourself.