Proof of Usefulness Report

Dayforce

Analysis completed on 2/6/2026

+418
Proof of Usefulness Score
Certified Problem Solver

The submission represents Dayforce (formerly Ceridian), a publicly traded global human capital management platform with over $1.5B in revenue and thousands of employees. While the submission data itself was low-effort (e.g., 'most people have used my product', generic description), the verifiable reality of the domain 'dayforce.com' confirms massive real-world utility, reach, and traction. The score is calibrated to the 'Much Larger Scale' tier (400+) but penalized significantly due to the lack of specific details in the response, preventing it from reaching the 600+ range typical for established enterprises.

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Score Breakdown

Real World Utility+23.75
Audience Reach Impact+24.0
Technical Innovation+8.4
Evidence Of Traction+35.0
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal397.6)
Usefulness Multiplierx1.05
Final Score+418

Project Details

Project URL
Description
Ceridian is now Dayforce. Follow us at Dayforce to learn more about our promise to make work life better.

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