Proof of Usefulness Report

Firebolt

Analysis completed on 1/21/2026

+653
Proof of Usefulness Score
Category Standard

Firebolt is a legitimate, high-value cloud data warehousing 'unicorn' (valuation ~$1.4B) with significant market utility and technical innovation. However, the submission quality is exceedingly poor, containing lazy placeholders ('everyone', 'most people have used my product') and lacking verifiable details despite the project's actual large-scale status. The score reflects the company's verified high real-world value and traction, heavily penalized by the low quality of the provided evidence.

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Score Breakdown

Real World Utility+230
Audience Reach Impact+108
Technical Innovation+132
Evidence Of Traction+166
Market Timing Relevance+85
Functional Completeness+5
Subtotal+726
Usefulness Multiplierx0.90
Final Score+653

Project Details

Project URL
Description
Firebolt is a cutting-edge technology company specializing in cloud data warehousing solutions. With its domain at firebolt.io, the company offers a high-performance, scalable, and cost-effective platform designed to handle large-scale data analytics. Firebolt's innovative architecture combines the best of data lake and data warehouse capabilities, enabling businesses to achieve lightning-fast query performance and real-time insights. The platform is particularly suited for organizations that require rapid data processing and analytics to drive decision-making and enhance operational efficiency. Firebolt's solutions are trusted by data-driven companies looking to leverage their data assets for competitive advantage.

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