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Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
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17,080 products · 83,012 snapshots
Vigil

Vigil

Early signal

Monitor and optimise every AI call your agents make

Launched 1mo ago
Signal
23
Velocity
33

What this means

30%Vote pace is below typical for AI Agents.
Running at 30% of comparable launches.
24Founder Conviction Index: 24 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
14%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.3×
93 AI Agents launches

About

One proxy URL to your frontier model of choice. Every agent's cost, errors and latency, per call — and token optimisation on top.

AI Summary

Vigil provides a single proxy URL for monitoring and optimizing AI calls made by agents, offering insights into costs, errors, and latency for each call. It also includes token optimization features to enhance performance.

Attention & discussion velocity

Performance

Velocity33
Vote pace vs average
Momentum33
Sustained over 6h
Virality45
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking3 readings since we picked it up
  • AI analysisAI Agents
  • 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

sam
@ssamuels8
rep 14
sam
@ssamuels8 · hunter

Topics

Developer ToolsArtificial IntelligenceAPI