ChinaMarketing.AI GEO Workspace
Notable signalFrom Chinese AI evidence to implementation with Astra
Launched 2d ago
Signal
50
Velocity
0
What this means
+328%Launching in a 328% WoW growing category.
Artificial Intelligence had 625 launches this week vs 146 last.
17Founder Conviction Index: 17 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
16%
today
Projected end-of-day votes
59range 44–80
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1.2×
11 Marketing launches
About
ChinaMarketing.AI GEO Workspace shows brands how they appear across Chinese AI discovery journeys, then turns evidence-backed gaps into implementation-ready action. GEO Actions uses GPT-6 Astra to create channel-specific assets from verified brand facts, check material claims against those facts, route them through human approval, and record the exact version implemented.
AI Summary
ChinaMarketing.AI GEO Workspace analyzes brand visibility in Chinese AI discovery journeys and translates insights into actionable marketing strategies. Utilizing GPT-6 Astra, it generates channel-specific assets, verifies claims, and ensures compliance through a human approval process.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement3
Discussion per unit of attention
Editorial read
Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.
ThinLittle evidence and no strong angle. Nothing to build on yet.
105/8
Timeliness5%89
carried 7%
Trend20%50
carried 27%
Novelty15%21
carried 20%
Business15%2
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking8 readings since we picked it up
- AI analysisMarketing
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoring13% evidence coverage
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.