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17,045 products · 82,562 snapshots
Potluck

Potluck

Early signal

The operating system for real-world social lives

Launched 16d ago
Signal
33
Velocity
15

What this means

2.2×Growing 2.2× faster than the typical Consumer App launch.
Compared to 224 Consumer App launches at the same age.
+267%Launching in a 267% WoW growing category.
Events had 22 launches this week vs 6 last.
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
20%
today
Projected end-of-day votes
9range 7–12
Trajectory
stable
Vote pace holding steady.
Speed vs peers
2.2×
224 Consumer App launches

About

Potluck helps people organize their real-world social calendar and preserve the relationships and memories that continue afterward. Potluck brings the entire lifecycle of an offline community into one place—from planning and invitations to RSVPs, shared responsibilities, photos and memories, and the next gathering. Human behavior comes first, with AI used to make hosting easier—not replace it.

AI Summary

Potluck is a platform that facilitates the organization of real-world social events, managing everything from planning and invitations to RSVPs and shared memories. It leverages AI to enhance the hosting experience while prioritizing human interaction and community engagement.

Attention & discussion velocity

Performance

Velocity15
Vote pace vs average
Momentum15
Sustained over 6h
Virality35
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking9 readings since we picked it up
  • AI analysisConsumer App
  • 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.

Founders

Justin Gray
@justinlgray
rep 17
Justin Gray
@justinlgray · hunter

Topics

Social NetworkEventsCommunity