Proof of Usefulness Report

Grubhub

Analysis completed on 1/22/2026

+631
Proof of Usefulness Score
Category Standard

Grubhub is a mature, high-scale market leader in food delivery with undeniable utility and massive reach. While the project holds significant real-world value and traction (millions of users, substantial revenue), the submission quality was exceptionally poor, lacking detail or effort. Additionally, market timing is challenging due to saturation and intense competition. The score reflects its established status as a 'Much larger scale' entity, penalized slightly for the low-quality entry and late-stage market position.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+190.0
Technical Innovation+75.0
Evidence Of Traction+237.5
Market Timing Relevance+40.0
Functional Completeness+2.5
Subtotal+770
Usefulness Multiplierx0.82
Final Score+631

Project Details

Project URL
grubhub.com
Description
Grubhub is a leading online and mobile food-ordering and delivery platform that connects diners with local restaurants. Founded in 2004, the company operates primarily in the United States and offers a convenient way for customers to order food from a wide variety of restaurants through its website and mobile app. Grubhub partners with restaurants to provide delivery and takeout services, allowing users to browse menus, read reviews, and place orders with ease. The platform is known for its user-friendly interface and extensive network of restaurant partners, making it a popular choice for food delivery and takeout.

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