Proof of Usefulness Report

AirManual

Analysis completed on 1/6/2026

+48
Proof of Usefulness Score
You're In Business

AirManual is a verifiable B2B SaaS platform for process documentation and onboarding, serving over 600 organizations. Despite the submission containing incoherent data (e.g., 'all time marketcap: null') and hyperbolic claims ('most people have used my product'), external validation confirms it is a legitimate, revenue-generating business with active customers. The low score reflects the niche scale (<50k users) compared to the calibration benchmark and the extremely poor quality of the submission data, which provided no verifiable evidence.

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Score Breakdown

Real World Utility+15
Audience Reach Impact+4
Technical Innovation+5
Evidence Of Traction+10
Market Timing Relevance+6
Functional Completeness+0
Subtotal+42
Usefulness Multiplierx1.13
Final Score+48

Project Details

Project URL
Description
AirManualis in the Digital Transaction Management Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Leadership, Payments
Traction Evidence
most people have used my product

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