Proof of Usefulness Report

Stampli

Analysis completed on 2/16/2026

+601
Proof of Usefulness Score
Category Standard

Stampli is a highly established, Series D fintech company with over $148M in funding and $85B+ in annual processed volume, positioning it well above the 'Much larger scale' calibration threshold (400-700+). However, the submission itself was of poor quality, containing inaccurate claims (e.g., 'most people have used my product', 'marketcap: 17000000' which likely confuses ARR or is a random number) and lazy entries ('everyone'). The project receives high scores for its verified real-world utility, technical innovation (Billy AI), and market traction, but is significantly penalized in the 'Response Quality' and Quality Factor (Qi) multipliers due to the submitter's lack of effort and accuracy. The final score reflects a top-tier company significantly dragged down by a bottom-tier submission.

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Score Breakdown

Real World Utility2.5)
Audience Reach Impact2.0)
Technical Innovation1.5)
Evidence Of Traction2.5)
Market Timing Relevance1.0)
Functional Completeness0.5)
Subtotal+632.5
Usefulness Multiplierx0.95
Final Score+601

Project Details

Project URL
Description
Stampli is the most efficient way for finance teams to control their spend from procurement to payment — with AI that’s built to eliminate effort and proven over a decade. We help finance teams eliminate manual work. Stampli is the only system that is seamless from purchase requests to invoice processing to payments. You get control and visibility that extends across the entire procure-to-pay lifecycle. Customers using Stampli see: • 98% faster invoice approvals • 75% shorter processing time • 25X boost in team efficiency Billy, Stampli's AI is trained on a decade of real-world use and over $100 billion in annual spend. It’s not a chatbot, though — Billy is an assistant that learns your processes and automates your work with human precision and superhuman speed. Stampli works in complete harmony with all major ERPs, including those from Oracle, SAP, Microsoft, and Sage. Teams can go live in weeks, not months, without changing how they work. More than 1,700 companies trust Stampli to help them close faster, control spend, and free up time for more strategic finance work. It’s a P2P system your team will actually love.

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