Proof of Usefulness Report

FreshDataLabs

Analysis completed on 1/22/2026

+10
Proof of Usefulness Score
You're In Business

The submission for FreshDataLabs lacks credible data and contains hyperbolic claims. The statement 'most people have used my product' is demonstrably false for a B2B lead generation agency. The target audience of 'everyone' indicates a lack of market focus. No specific technology stack is disclosed ('research' is a process, not a tech stack). The project appears to be a service-based agency rather than a technology product, and the lack of verifiable metrics results in a score reflecting minimal proven usefulness.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.5
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+2.0
Functional Completeness+0.25
Subtotal+8.5
Usefulness Multiplierx1.18
Final Score+10

Project Details

Description
Industry-specific lead generation models that get you leads that no other data provider can!\nOur research analysts analyze 50 million companies and pick the right prospects for you! So when you email them, they respond to you like they’ve known you for a while!

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