Proof of Usefulness Report

FeatureBear

Analysis completed on 1/21/2026

+38
Proof of Usefulness Score
You're In Business

FeatureBear is a functional SaaS product for feedback management (similar to Canny or Upvote), confirmed via external search to exist since 2021. However, the submission quality is critically low, containing hyperbolic and demonstrably false claims (e.g., 'most people have used my product', audience 'everyone'). While the software solves a genuine problem (Real-World Utility), it operates in a saturated market with no evidence of significant traction provided. The score reflects the 'Minimal Traction' (<50k users) category, heavily penalized for the lack of verifiable data and poor submission integrity.

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Score Breakdown

Real World Utility+56.0
Audience Reach Impact+12.0
Technical Innovation+24.0
Evidence Of Traction+5.0
Market Timing Relevance+32.0
Functional Completeness+5.0
Subtotal+31.3
Usefulness Multiplierx1.2
Final Score+38

Project Details

Project URL
Description
FeatureBearis in the Product Management Tools 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