Proof of Usefulness Report

Celcius Logistics

Analysis completed on 2/4/2026

+568
Proof of Usefulness Score
Industry Mainstay

Celcius Logistics is a verifiable, high-growth 'soonicorn' in the Indian cold-chain logistics sector, having raised over $50M (Series B) with ~$11M annual revenue. The project addresses a critical real-world problem (food/pharma wastage) with a robust B2B aggregator model. However, the submission quality is extremely poor, containing false data ('Team 0', 'Reach everyone') and vague claims ('most people have used my product'). The score reflects the high verifiable value of the entity, heavily penalized for the low-quality submission.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+120.0
Technical Innovation+75.0
Evidence Of Traction+212.5
Market Timing Relevance+85.0
Functional Completeness+2.5
Subtotal+720
Usefulness Multiplierx0.79
Final Score+568

Project Details

Project URL
Description
Celcius Logistics is a technology-driven cold chain logistics company founded in 2020. It operates an online platform connecting shippers and transporters for temperature-controlled logistics solutions, serving industries like food and pharmaceuticals. The company offers services including hyper-local delivery, multi-city transportation, and cold storage warehousing across India.

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