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5,148 products · 24,169 snapshots
jambuild

jambuild

Strong signal

Near instant multiplayer vibecoding, just point and talk

Launched 8h ago
Signal
63
Velocity
0

What this means

Low discussion activity despite the attention.
Audience is voting but not engaging — could signal weak product-market fit.
-60%Category cooling: Prototyping.
Launches down 60% week-over-week.
19Founder Conviction Index: 19 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
25%
today
Projected end-of-day votes
106range 80–143
Trajectory
stable
Not enough snapshots yet to detect trajectory.

About

A multiplayer vibecoding tool where you talk and point with your mouse, and every change lands in seconds. Has limited credits to try it out, and you can BYO API keys to unlock more usage.

AI Summary

Jambuild is a multiplayer vibecoding tool that allows users to make real-time changes through voice commands and mouse gestures. It offers limited trial credits and supports integration with user-provided API keys for extended functionality.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement8
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.
136/8
Timeliness5%100
carried 6%
Novelty15%44
carried 18%
Founder10%33
carried 12%
Trend20%30
carried 24%
Business15%4
carried 18%
Story20%0
carried 24%
Not measured · 2 of 8
Revenue10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 6 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

3 of 6 active
  • Launch tracking2 readings since we picked it up
  • AI analysisCoding Tools
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoring25% 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.

Founders

Rajiv Ayyangar
@rajiv_ayyangar
rep 30
Rajiv Ayyangar
@rajiv_ayyangar · hunter

Topics

Vibe codingPrototypingArtificial Intelligence