Proof of Usefulness Report

Stampede AI

Analysis completed on 1/30/2026

+345
Proof of Usefulness Score
Certified Problem Solver

While the submission itself was low-quality (hyperbolic claims like 'everyone' and missing financial data), external verification confirms Stampede AI is a substantial, established business (founded 2015) with ~2,200 paying venues and over $1.28M in funding. This verified traction places it on par with the calibration reference (HackerNoon), justifying a score in the 300-400 range despite the poor response quality.

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Score Breakdown

Real World Utility+93.75
Audience Reach Impact+40.0
Technical Innovation+37.5
Evidence Of Traction+150.0
Market Timing Relevance+30.0
Functional Completeness+1.25
Subtotal+352.5
Usefulness Multiplierx0.98
Final Score+345

Project Details

Project URL
stampede.ai
Description
Our customers are in the hospitality industry - bars, restaurants, hotels.\n\nOur software solution will grow their business in ways they won’t believe. \n\nOur growing list of features include data capture, marketing campaigns, gift cards, reviews and loyalty schemes. \n\nThe tech sells itself, and pays for itself. Our Return-On-Investment feature proves it to customers.\n\nWith hospitality adopting new tech and innovating like never before, now is the time to join us.

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