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  • Signal Feed
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  • Categories
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  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
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Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
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3,520 products · 16,632 snapshots
TurnPanel

TurnPanel

Early signal

A local-first AI workspace built for getting work done

Launched 13h ago
Signal
35
Velocity
0

What this means

20%Vote pace is below typical for Productivity.
Running at 20% of comparable launches.
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
3%
today
Projected end-of-day votes
12range 9–16
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.2×
8 Productivity launches

About

Your work is scattered across AI chats, email, calendars, meeting notes and coding agents. TurnPanel brings it into one private, local AI workspace. Unlike Grok Bot and Muse, which run agents in their cloud, TurnPanel runs them on your desktop, where you own your chats, files, memory and history, and control what your agents do. It's self-evolving: your memory, skills and workflows get better the more you use it. Run local models, bring your own providers, or both. Free on macOS and Windows.

AI Summary

TurnPanel is a local-first AI workspace that consolidates work from various sources like chats, emails, and notes into a private desktop environment. It allows users to run AI agents locally, ensuring control over data and enabling self-evolving workflows.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum1
Sustained over 6h
Virality0
Spread × engagement
Engagement36
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.

ThinLittle evidence and no strong angle. Nothing to build on yet.
65/8
Timeliness5%100
carried 7%
Trend20%35
carried 27%
Business15%8
carried 20%
Novelty15%3
carried 20%
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 tracking4 readings since we picked it up
  • AI analysisProductivity
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoring0% 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

Sumit Gautam
Sumit Gautam
@sumit_007_
rep 17
Kaushal Subedi
@kaushalsubedi · hunter

Topics

Artificial IntelligenceProductivityDevelopment