Proof of Usefulness Report

Icebergdata

Analysis completed on 2/3/2026

+12
Proof of Usefulness Score
You're In Business

The project 'Icebergdata' presents as a web scraping agency established in 2019, yet it lacks any verifiable digital footprint or search engine presence, contradicting its claims of longevity. The submission contains hyperbolic and demonstrably false claims regarding traction (e.g., 'most people have used my product') and audience reach ('everyone'). While the core service utility (data extraction) is valid, the lack of evidence, poor response quality, and absence of metrics result in a near-zero valuation.

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Score Breakdown

Real World Utility+6.25
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+0.0
Market Timing Relevance+1.5
Functional Completeness+0.25
Subtotal+10.5
Usefulness Multiplierx1.12
Final Score+12

Project Details

Description
We can extract data from any website and deliver it to you in a format of your choice. Whether you need product information from an e-commerce site, real estate listings from a directory, or research data from a scholarly database, we can handle it all. Our team of experienced developers is always on hand to assist with any custom scraping needs you may have. We avoid detection and ensure that we always collect the most up-to-date and relevant data.

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