Proof of Usefulness Report

StrideQ

Analysis completed on 1/30/2026

+241
Proof of Usefulness Score
Gaining Momentum

StrideQ is a legitimate Y Combinator-backed (S21) company providing AI-powered phone automation for restaurants, effectively addressing labor shortages and missed revenue. However, the project submission quality was extremely poor, featuring a pseudonym ('ShadowBlade'), generic descriptions, and demonstrably false claims of universal adoption ('most people have used my product'). While the underlying business has verified utility, seed funding (~$160k), and relevant market timing, the score is heavily penalized by the lack of credible input data and the exaggeration of traction.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+5.0
Technical Innovation+12.0
Evidence Of Traction+8.13
Market Timing Relevance+9.5
Functional Completeness+0.25
Subtotal+57.38
Usefulness Multiplierx1.05
Final Score+241

Project Details

Project URL
Description
StrideQis in the Food Tech Industry

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