Proof of Usefulness Report

Fractional AI

Analysis completed on 2/4/2026

+115

Proof of Usefulness Score

Gaining Momentum

While 'Fractional AI' is a verifiable, venture-backed ($6M verified) AI consultancy with high-pedigree founders (ex-LiveRamp), this submission appears to be bot-generated or low-effort. It contains critical discrepancies (Project Name 'SwiftStorm' vs Description 'Fractional AI') and demonstrable falsehoods ('most people have used my product' and 'everyone' audience). The score reflects the legitimate underlying business value heavily penalized by the unreliable and erroneous submission data.

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Score Breakdown

Real World Utility+85.0

Audience Reach Impact+10.0

Technical Innovation+75.0

Evidence Of Traction+30.0

Market Timing Relevance+95.0

Functional Completeness+5.0

Subtotal+55.0

Usefulness Multiplierx1.15

Final Score+115

Project Details

Project URL

fractional.ai

Description

Fractional AI builds bespoke gen AI software to transform businesses. We're at the forefront of applied AI, helping our customers bridge the gap from AI in concept to AI in production for their highest value projects. Most AI projects never cross the finish line, but at Fractional AI, 100% of our projects are currently in production. Everything we do is rooted in engineering excellence – from our in-person San Francisco team to our focus on delivering impact, not just flashy demos. Ready to build with LLMs alongside a team of senior engineers? We’re hiring!

Algorithm Insights

Market Position

Growing utility with room for optimization

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