Prompt Insights

See what AI is being asked right now

Millions of daily prompt samples across 12 major Chinese AI engines, sliced by category × region × scenario — spot emerging demand 14 days early.

Capabilities

What this module does for you

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Million-scale daily prompt sampling

Proprietary collection channels with >95% coverage across 12 engines including 豆包, Kimi, and DeepSeek.

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3D slicing: intent × scenario × region

Proprietary Chinese intent classifier — 23% more accurate than generic baselines.

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Emerging-demand 14-day early warning

Trend models detect anomalous question growth and flag new category windows.

Product screenshots

Illustrative interface

The screenshots below illustrate the module's capabilities and interaction patterns.

See what AI is being asked right now
📊 Numbers below are illustrative / industry-benchmark values, NOT measured customer averages. Actual results vary; not a commitment.
1.2M+
Daily prompts sampled
12
AI platforms covered
380+
Category tags
86%
Trend-alert accuracy

Standard workflow

3 steps to close the loop

01

Configure keywords

Import brand, category, and competitor keywords — setup takes minutes.

02

Auto-clustering

The system auto-builds intent / scenario / region trees, updated in real time.

03

Export insights

One-click export to topic lists, PR outlines, or directly into your BI.