Carvia
Quiet signalDealership inventory and AI vehicle photo tools
Launched 1mo ago
Signal
14
Velocity
21
What this means
10%Vote pace is below typical for this category.
Running at 10% of comparable launches.
-37%Category cooling: Cars.
Launches down 37% week-over-week.
20Founder Conviction Index: 20 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
8%
today
Projected end-of-day votes
1range 1–1
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.1×
220 comparable launches
About
Carvia brings vehicle stock, photos, costs and documents into one workspace for independent dealerships. Prepare listing descriptions and sales documents, then use AI photo tools for studio-style vehicle images. Free accounts cover basic contacts and collages; business workflows need an eligible plan and AI tools use credits or included usage.
Attention & discussion velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Performance
Pace needs two or more snapshots. This launch has 1, so velocity and momentum read as unmeasured rather than zero.
Velocity—
not measured
Momentum—
not measured
Virality—
not measured
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking1 reading 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.