Proof of Usefulness Report

Dream Factory

Analysis completed on 1/19/2026

+45
Proof of Usefulness Score
You're In Business

The submission points to 'Dream Factory' (dreamfactory.ventures), a legitimate physical content creation studio in London offering subscription-based access to production facilities. However, the submission contains severe data integrity issues: the project name is listed as 'WhisperStorm', the business type is incorrectly cited as an 'API generation platform' (confusing it with DreamFactory Software), and the traction claim ('most people have used my product') is demonstrably false. While the underlying business has verifiable local utility and modest traction (~25 Trustpilot reviews), the geographic constraints (London-only) and the incoherent submission data result in a very low score.

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Score Breakdown

Real World Utility+65
Audience Reach Impact+5
Technical Innovation+10
Evidence Of Traction+15
Market Timing Relevance+50
Functional Completeness+5
Subtotal+38
Usefulness Multiplierx1.16
Final Score+45

Project Details

Description
We offer unlimited content creation (video, podcast, photography) for a fixed annual membership fee.
Audience Reach
everyone
Target Users
everyone
Technologies
Developer Tools, Media Production, Writing And-Editing
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline