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5,148 products · 24,169 snapshots
FleetSwarm AI

FleetSwarm AI

Early signal

Breakdown to dispatch, over WhatsApp, in minutes not calls

Launched 1d ago
Signal
29
Velocity
0

What this means

2.7×Growing 2.7× faster than the typical comparable launch.
Compared to 20 comparable launches at the same age.
+58%Launching in a 58% WoW growing category.
Messaging had 30 launches this week vs 19 last.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
17%
today
Projected end-of-day votes
8range 6–11
Trajectory
stable
Vote pace holding steady.
Speed vs peers
2.7×
20 comparable launches

About

Fleet Swarm is an AI-agent system that automates vehicle breakdown handling over WhatsApp — no app install needed. When a vehicle breaks down, the driver just messages on WhatsApp: AI diagnoses the issue (including from photos), finds the nearest repair hub via Google Maps, gets vendor quotes, and routes manager approval — all in chat. It also detects urgency, auto-matches the driver's language, and learns from manager-approved fixes over time. Built for Beekay Infra & Logistics.

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 tracking6 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.

Founders

Abhishek Kumar
@abbhishek_kumar
rep 16
Abhishek Kumar
@abbhishek_kumar · hunter

Topics

Artificial IntelligenceGitHubDeliveryMessaging