Proof of Usefulness Report

Poggio Labs

Analysis completed on 1/28/2026

+345
Proof of Usefulness Score
Certified Problem Solver

Poggio Labs is a legitimate, venture-backed (Accel, Spark Capital) B2B AI company specializing in sales automation and account intelligence, despite the low-quality and inaccurate submission data provided. While the input claims ('most people have used my product', audience 'everyone') are exaggerated and false, external verification confirms the project has significant real-world utility, strong technical foundations (AI agents/context engine), and verifiable market traction (Seed funding, enterprise pilots). The score reflects the high potential of the underlying technology and market timing, heavily penalized by the poor quality of the submission and lack of verifiable user evidence in the input.

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Score Breakdown

Real World Utility+150.00
Audience Reach Impact+30.00
Technical Innovation+90.00
Evidence Of Traction+50.00
Market Timing Relevance+68.00
Functional Completeness+2.50
Subtotal+390.5
Usefulness Multiplierx0.88
Final Score+345

Project Details

Project URL
Description
Poggio Labsis in the Sales Force Automation Industry

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