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  • Signal Feed
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  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
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Lab
  • Metric Bench
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2,679 products · 12,714 snapshots
VibePilot

VibePilot

Quiet signal

The prompt engineer for vibe coders

Launched 2d ago
Signal
17
Velocity
0

What this means

+189%Launching in a 189% WoW growing category.
Tech had 104 launches this week vs 36 last.
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
6%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1×
21 comparable launches

About

VibePilot turns plain words into perfect, copy-paste-ready prompts for AI app builders — Lovable, Bolt.new, Base44, Replit, v0, Zite, Emergent — plus AI coding agents (Cursor, Claude Code, Codex) and chatbots (ChatGPT, Claude, Gemini). Describe your task in one sentence, or attach a screenshot of what you want, and get a prompt engineered for your exact platform: the right structure, the forgotten edge cases, the do-not-break rules. Free to start — 5 daily prompt builds, no sign-up.

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 tracking2 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

Alan Aspera
@alan_aspera
rep 13
Alan Aspera
@alan_aspera · hunter

Topics

Developer ToolsArtificial IntelligenceTech