que·rent (n.) — one who puts a question to an oracle.
Doubao, Tencent Yuanbao, Qwen and Kimi answer more consumer questions than ChatGPT — behind +86 real-name registration no Western visibility platform can cross. We deliver their answers as structured, sampled, screenshot-backed JSON.
Send one brand + 5 prompts · real data back within 48 hours · no strings
{
"platform": "doubao",
"prompt": "跑鞋什么牌子好",
"samples": 3,
"aggregate": {
"entities": [
{ "canonical": "Li-Ning",
"mention_rate": 1.0, "avg_position": 1.3 },
{ "canonical": "Nike",
"mention_rate": 0.67, "avg_position": 2.5 }
],
"citation_domains": [
{ "domain": "zhihu.com", "rate": 0.67 }
],
"volatility": 0.41
},
"answer_translated": "For running shoes…",
"snapshot_id": "snp_1a2b3c" // full-page screenshot
}
Every AI-visibility stack tracks ChatGPT, Gemini and Perplexity. None reach the platforms Chinese consumers actually use, because the barrier isn't parsing — it's operations on the ground.
Doubao, Yuanbao, Qwen and Kimi require mainland phone registration under real identity. Account fleets can't be spun up from abroad.
Residential IPs, domestic payment rails, and UIs that change weekly — maintained by a team that reads them natively.
Brand entity normalization across 耐克 / Nike / 耐克官方, citation extraction from Zhihu and Xiaohongshu, translated for your analysts.
LLM answers are non-deterministic — a single response is an anecdote. We sample every prompt multiple times per run and ship the distribution: mention rates, average positions, volatility.
Your prompts, platforms, schedule and target entities — one API call or a shared sheet during pilot.
Clean logged-in sessions, multiple samples per prompt, full-page screenshots for every data point.
One normalized schema across all platforms, with English translations. Weekly drops now, hosted API next.
| Platform | Operator | Scale | Why it's unreachable from abroad | Status |
|---|---|---|---|---|
| Doubao豆包 | ByteDance | 240M MAU | +86 real-name account, CN payment | design-partner pilot |
| Yuanbao元宝 | Tencent | WeChat-scale reach | +86 account, WeChat ecosystem | design-partner pilot |
| Qwen通义千问 | Alibaba | Top-3 domestic | +86 account | design-partner pilot |
| Kimi | Moonshot AI | Leading in research queries | +86 account | design-partner pilot |
| DeepSeek | DeepSeek | 180M MAU | Globally accessible — included for completeness | available |
| Baidu AI Search | Baidu | Search-scale | CN infrastructure | roadmap |
Add a China module your enterprise customers keep asking about — white-label JSON that matches your existing engine schema. We stay invisible.
Replace manual Doubao screenshots with repeatable weekly sampling. Report-ready data with an audit trail behind every claim.
Track how mainland AI assistants describe you, your prices, and your competitors — translated, structured, and archived.
Locked early pricing, direct input on the schema, and weekly data drops from day one — the hosted API ships within weeks, backfilled with your pilot data.
Talk to us →Or start smaller: one brand + 5 prompts → real data in 48h.