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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
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17,080 products · 83,012 snapshots
Dreamwork

Dreamwork

Quiet signal

Job search and applications for you and your AI assistant

Launched 29d ago
Signal
20
Velocity
0

What this means

40%Vote pace is below typical for B2B SaaS.
Running at 40% of comparable launches.
10Founder Conviction Index: 10 — 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
3range 2–4
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.4×
104 B2B SaaS launches

About

Dreamwork helps job seekers find roles, prepare tailored resumes and cover letters, manage applications, and track replies. AI assistants can use its open-source MCP client or hosted endpoint. Public job browsing works without an account or key. Account tools require authentication, the applicable plan and permissions, and confirmation before submitting applications or sending email.

AI Summary

Dreamwork is a job search platform that assists users in finding roles, creating customized resumes and cover letters, and managing applications. It offers both an open-source MCP client for AI assistants and public job browsing without an account, while account tools require authentication and permissions.

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 tracking2 readings since we picked it up
  • AI analysisB2B SaaS
  • 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

Ben Adamsky
@benadamsky
rep 14
Ben Adamsky
@benadamsky · hunter

Topics

Career