Proof of Usefulness Report

Data Launch

Analysis completed on 2/4/2026

+14
Proof of Usefulness Score
You're In Business

The project proposes a B2B data consulting service targeting mid-market companies ($10M-$100M), addressing a valid pain point (spreadsheet dependency). However, the submission contains significant red flags and contradictions: claiming the audience is 'everyone' while defining a niche, stating 'most people have used my product' which is demonstrably false for a niche consultancy, and providing confusing revenue metrics ('marketcap: 500000'). A web search for 'datalaunch.com' yielded no indexed results, suggesting the project is either inactive, brand new, or the URL is incorrect. The lack of verifiable traction and low-quality submission inputs result in a minimal score.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+0.5
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+4.0
Functional Completeness+0.25
Subtotal+15.5
Usefulness Multiplierx0.90
Final Score+14

Project Details

Project URL
datalaunch.com
Description
Trigger Warning: Your business’ spreadsheet empire is a mess. Big data consulting firms want to rob you blind. And a unicorn data hire can’t do it all (if you can find one). Hey there! 👋 We're DataLaunch. We rescue service businesses that are stuck sorting through suspect, stale spreadsheets and build them a modern stack of dashboards, databases & data libraries for 1/4th the cost and at 6x the speed of an inhouse data hire. From crafting your business' data roadmap to building your custom data stack from the scratch, we do it all: moving your business to thoughtful business intelligence. Who we do NOT help: ❌ big businesses ($100M+/yr revenue) ❌ product businesses (eg. ecommerce) ❌ businesses without budget (less than $10M/yr revenue) ❌ businesses already overspending on an inhouse data hire If that's not you, let's chat to see if we can help. You're sitting on a gold mine. Turn your data into your unfair advantage. Sincerely, -Your first data hire

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