Proof of Usefulness Report

Looppanel

Analysis completed on 1/25/2026

+151
Proof of Usefulness Score
Gaining Momentum

Looppanel is a legitimate, venture-backed (YC W22) B2B SaaS product solving a real problem in user research analysis with AI. However, the project submission itself is of extremely low quality, containing false claims ('most people have used my product') and lazy data entry ('audienceReach: everyone', 'marketcap: null'). While the actual product has verifiable traction (G2 High Performer, reputable clients like PandaDoc), the PoU score is significantly penalized by the 'Vague or unsupported claims' Quality Factor (0.5) applied to most categories due to the poor submission data. The score reflects a 'Small but promising' venture (100-250 range) rather than the 'Minimal traction' suggested by the form's incoherence.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+12.0
Technical Innovation+19.5
Evidence Of Traction+25.0
Market Timing Relevance+17.0
Functional Completeness+0.0
Subtotal+158.5
Usefulness Multiplierx0.95
Final Score+151

Project Details

Project URL
looppanel.com
Description
Looppanel is on a mission to help product \u0026 design teams around the globe build the right products.\n\nWe streamline User Research for teams—managing everything from setting up calls, to providing the perfect user interview templates, recording and transcribing sessions, and enabling teams to discover \u0026 share insights faster.\n\nLooppanel is loved by customer-obsessed teams like PandaDoc, Growens, Headout, and others.

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