Proof of Usefulness Report

Anicca Data

Analysis completed on 1/11/2026

+496
Proof of Usefulness Score
Industry Mainstay

Anicca Data is a verified B2B Data/AI consultancy (founded 2017, ~50 employees) with significant enterprise clients (e.g., McDonald's) and partnerships (Microsoft/Intel). While the company demonstrates high real-world utility and strong traction, the submission itself was of extremely poor quality, containing false claims ('everyone', 'most people') and missing data. The score reflects the strong underlying business fundamentals discovered via external verification, heavily penalized for the misleading and low-effort submission.

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Score Breakdown

Real World Utility+200
Audience Reach Impact+40
Technical Innovation+105
Evidence Of Traction+106
Market Timing Relevance+85
Functional Completeness+2
Subtotal+538
Usefulness Multiplierx0.92
Final Score+496

Project Details

Project URL
Description
We are a Big Data SaaS company. Our products ventures in to different industries ( include eCommerce, Insurance, Supply Chain management, Health Sector etc).
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Cloud Computing, Saas
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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