Proof of Usefulness Report

Astrato Analytics

Analysis completed on 3/11/2026

+355

Proof of Usefulness Score

Certified Problem Solver

Astrato Analytics is a legitimate and robust cloud-native BI platform with strong technical innovation and market relevance. However, the submission quality is exceptionally poor, characterized by vague and hyperbolic statements ('everyone', 'most people have used my product') and a lack of verifiable traction metrics. While the underlying product possesses real-world utility, the unsupported claims and low-effort responses heavily penalize the overall score.

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Score Breakdown

Real World Utility+200

Audience Reach Impact+20

Technical Innovation+112.5

Evidence Of Traction+12.5

Market Timing Relevance+70

Functional Completeness+2.5

Subtotal+417.5

Usefulness Multiplierx0.85

Final Score+355

Project Details

Project URL

astrato.io

Description

Astrato brings true Self-Service BI to Enterprises & Data Businesses by putting analytics in the hands of every user, enabling them to build their own dashboards, reports and data apps, enabling the answering of data questions without IT help. Astrato accelerates adoption, speeds up decision-making, and unifies analytics, embedded analytics, data input, and Data Apps in one platform. Astrato's cloud-native platform unites action and analytics in one, introduce live writeback, interact with ML models, accelerate your analytics with AI – go beyond dashboarding, thanks to Astrato’s pushdown SQL.

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