Proof of Usefulness Report

Xane AI

Analysis completed on 2/2/2026

+304
Proof of Usefulness Score
Certified Problem Solver

Xane AI is a verified B2B SaaS platform (founded 2017) offering Computer Vision and NLP diagnostics for industrial clients like Maruti Suzuki and Volkswagen. While the external reality of the project shows promise with estimated annual revenue around $300k and legitimate commercial traction, the submission itself was of extremely low quality. It contained hyperbolic claims ('audience: everyone', 'most people have used my product') and missing financial data ('marketcap: null'). The score reflects the verified existence and utility of the business, heavily penalized by the lack of reliable evidence provided in the input.

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Score Breakdown

Real World Utility+122.5
Audience Reach Impact+36.0
Technical Innovation+49.5
Evidence Of Traction+56.25
Market Timing Relevance+64.0
Functional Completeness+2.5
Subtotal+330.75
Usefulness Multiplierx0.92
Final Score+304

Project Details

Project URL
Description
At Xane AI, we are building an AI platform that helps companies reduce cost to service and increase user retention through DIY diagnostics using Computer Vision and NLP.

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