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5,791 products · 27,317 snapshots
Vorker

Vorker

Strong signal

AI Coworker Running Your Small Business

Launched 1d ago
Signal
72
Velocity
0

What this means

30%Vote pace is below typical for AI Agents.
Running at 30% of comparable launches.
46%Unusually high discussion quality.
Far more discussion than the attention would predict — buying intent or strong opinion behind it.
-29%Category cooling: Virtual Assistants.
Launches down 29% week-over-week.
17Founder Conviction Index: 17 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
12%
today
Projected end-of-day votes
70range 53–95
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.3×
4 AI Agents launches

About

Vorker.ai is an AI coworker that gets the job done in your company. Streamline your small business operations and boost productivity.

AI Summary

Vorker.ai is an AI-powered virtual assistant designed to enhance operational efficiency for small businesses. It automates tasks to improve productivity and streamline workflows.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement91
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.

InvestigateRanks high on little evidence. Worth a look, but verify before committing.
195/8
Timeliness5%94
carried 7%
Novelty15%69
carried 20%
Business15%47
carried 20%
Trend20%32
carried 27%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

3 of 6 active
  • Launch tracking8 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 scoring23% 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

Marcus Larsson
Marcus Larsson
@marcus_larsson1
rep 22
Jason Dainter
@jasondainter · hunter

Topics

Artificial IntelligenceVirtual AssistantsBusiness