Proof of Usefulness Report

Xtillion

Analysis completed on 3/14/2026

-37.38

Proof of Usefulness Score

Lab Mode

The submission contains severe red flags and contradictory information. Claims such as 'most people have used my product' and an audience reach of 'everyone' are completely unrealistic for a relatively unknown 2023 B2B AI solutions firm. Furthermore, a stated team size of 125 directly contradicts a claimed all-time marketcap of 50,000. Due to these unverified, exaggerated metrics and overall poor response quality, the score has been heavily penalized, resulting in a negative rating as per the calibration guidelines for submissions with red flags.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact-30.0

Technical Innovation+7.5

Evidence Of Traction-50.0

Market Timing Relevance+40.0

Functional Completeness-12.5

Subtotal-32.5

Usefulness Multiplierx1.15

Final Score-37

Project Details

Project URL

xtillion.com

Description

Xtillion is an AI solutions firm. We do the foundational work that enables enterprises to build, operationalize and scale-up high value AI solutions. To do this, we bring a combination of deep data expertise and a relentless focus on creating business value from data and AI. Xtillion is based in San Juan, Puerto Rico, USA, a unique onshore location that enables us to attract, retain, and develop leading-edge data talent. To learn more, please contact us at info@xtillion.com

Algorithm Insights

Market Position

Early stage requiring focused development

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