Round 1 Winners!
Proof of Usefulness Report

Receptrio

Analysis completed on 3/12/2026

+108.9
Proof of Usefulness Score
Gaining Momentum

The AI receptionist concept addresses a genuine need in the SMB market, earning moderate utility and market timing scores. However, the submission contains contradictory, exaggerated, and unverifiable claims ('most people have used my product', 'marketcap: 500000'). It lacks substantial evidence or coherent metrics, resulting in the lowest quality multiplier (0.5) across all categories and reflecting minimal verifiable traction.

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Score Breakdown

Real World Utility0.25)
Audience Reach Impact0.20)
Technical Innovation0.15)
Evidence Of Traction0.25)
Market Timing Relevance0.10)
Functional Completeness0.05)
Subtotal+123.75
Usefulness Multiplierx0.88
Final Score+109

Project Details

Project URL
Description
Receptrio is an AI-powered receptionist designed for small businesses. It handles incoming calls, books appointments, sends SMS/email notifications, and helps SMBs never miss a lead again. Perfect for clinics, salons, real estate offices, and service-based businesses.

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