Forty Questions
Quiet signalDoes ChatGPT recommend your software? Measured, then fixed.
Launched 20d ago
Signal
17
Velocity
0
What this means
40%Vote pace is below typical for this category.
Running at 40% of comparable launches.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
3%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.4×
215 comparable launches
About
We ask ChatGPT, Claude, Perplexity and Google's AI the questions your buyers type, three times on separate days, and count who gets named. One check is noise: the same question on two days gives the same list only 55% of the time. Every answer and cited page is kept, so you see who was named instead and which pages the AI read. Then we do the fixes. Method public, prices published, free first report.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking9 readings since we picked it up
- AI analysisnot yet enriched
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.