Proof of Usefulness Report

Medallia

Analysis completed on 1/6/2026

+650
Proof of Usefulness Score
Category Standard

Medallia is a highly established, billion-dollar enterprise platform with verifiable market dominance, fitting the 'Much larger scale' calibration tier (400-700+). However, the specific submission provided is of very low quality, containing vague claims ('most people have used my product', 'everyone') and lacking specific data ('marketcap: null'). While the project's real-world utility and traction are undeniable based on external verification, the score is heavily penalized by the poor response quality and lack of direct evidence in the input, keeping it from the top-tier 800+ range.

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Score Breakdown

Real World Utility+237
Audience Reach Impact+160
Technical Innovation+127
Evidence Of Traction+150
Market Timing Relevance+85
Functional Completeness+5
Subtotal+765
Usefulness Multiplierx0.85
Final Score+650

Project Details

Project URL
medallia.com
Description
Medallia is a leading provider of customer and employee experience management solutions. Through its platform, Medallia captures feedback from customers and employees across various channels, including web, mobile, in-person, and social media. The company uses advanced analytics and artificial intelligence to transform this feedback into actionable insights, helping organizations improve customer satisfaction, enhance employee engagement, and drive business growth. Medallia serves a wide range of industries, including retail, hospitality, financial services, and healthcare, offering tailored solutions to meet the unique needs of each sector. With a focus on innovation and customer success, Medallia empowers businesses to create meaningful experiences that foster loyalty and drive performance.
Audience Reach
everyone
Target Users
everyone
Technologies
Analytics, Web Development, Social Media
Traction Evidence
most people have used my product

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