Proof of Usefulness Report

Dopt

Analysis completed on 1/19/2026

+315
Proof of Usefulness Score
Certified Problem Solver

Dopt is a legitimate, venture-backed developer platform (Seed/Series A) that solves a real problem in user onboarding with a headless architecture. However, the submission itself is of extremely low quality, containing false claims ('everyone has used my product') and vague descriptions. The score reflects the high intrinsic value of the verified technology and market timing, heavily penalized by the lack of evidence in the submission and the falsified reach metrics.

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Score Breakdown

Real World Utility+112
Audience Reach Impact+20
Technical Innovation+96
Evidence Of Traction+62
Market Timing Relevance+80
Functional Completeness+0
Subtotal+371
Usefulness Multiplierx0.85
Final Score+315

Project Details

Project URL
Description
Doptis in the Application Development Tools Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Software Development
Traction Evidence
most people have used my product

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