Proof of Usefulness Report

Toast

Analysis completed on 1/31/2026

+770
Proof of Usefulness Score
Unicorn Utility

Toast (toasttab.com) is a market-leading, publicly traded restaurant management platform with verifiable traction (market cap ~$22B) and massive real-world utility. While the submission itself was low-effort and relied on the brand's ubiquity ('everyone', 'most people'), the project's scale, revenue, and industry dominance warrant a high score. The score is capped below 800 primarily due to the poor response quality and the randomization factor simulating market variance.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+190.0
Technical Innovation+127.5
Evidence Of Traction+300.0
Market Timing Relevance+90.0
Functional Completeness+5.0
Subtotal+950
Usefulness Multiplierx0.81
Final Score+770

Project Details

Project URL
Description
Toast is a cloud-based restaurant management platform that provides an all-in-one point-of-sale (POS) system designed specifically for the foodservice industry. Through its domain, toasttab.com, the company offers a comprehensive suite of tools and services that help restaurants streamline their operations, enhance customer experiences, and increase profitability. Toast's platform includes features such as order and payment processing, online ordering, delivery management, inventory tracking, and analytics. It is widely used by restaurants of all sizes to improve efficiency and adapt to the evolving needs of the hospitality sector.

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