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

marble work

Early signal

From tool chaos to marketing symphony

Launched 1mo ago
Signal
23
Velocity
0

What this means

20%Vote pace is below typical for AI Agents.
Running at 20% of comparable launches.
-25%Category cooling: Android.
Launches down 25% week-over-week.
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
2%
today
Projected end-of-day votes
4range 3–5
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.2×
76 AI Agents launches

About

AI agents. Real projects. One tool. Most teams run their AI in one app and their projects, clients and hours in another. marble work does both. Describe AI teammates in plain words, connect your tools and chain their steps with human ones: the agent researches, you review, the agent delivers. Plus projects, clients, budgets, time tracking and attendance. Bring your own AI key, no credits, no markup.

AI Summary

Marble Work integrates AI task management with project tracking, allowing teams to manage AI agents alongside projects, clients, and time tracking in one platform. Users can connect their own AI tools without additional costs or credits.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking7 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

Ricardo Koehne
@marbleone
rep 15
Ricardo Koehne
@marbleone · hunter

Topics

AndroidArtificial IntelligenceProductivityTask Management