Proof of Usefulness Report

Mathpix

Analysis completed on 1/6/2026

+574
Proof of Usefulness Score
Industry Mainstay

Mathpix is a category-defining tool for optical character recognition (OCR) in STEM, specifically for converting handwritten math to LaTeX. The project demonstrates exceptional real-world utility and technical innovation, holding a dominant position in the academic market since 2015. However, the submission itself was of very low quality, offering hyperbolic claims ('used by everyone') and lacking specific metrics. As a result, the evaluation penalizes the 'Traction' and 'Reach' quality factors due to lack of provided evidence, while the final score remains high due to the verifiable existence and widespread adoption of the platform found through expert verification.

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Score Breakdown

Real World Utility+237
Audience Reach Impact+60
Technical Innovation+127
Evidence Of Traction+100
Market Timing Relevance+90
Functional Completeness+2
Subtotal+617
Usefulness Multiplierx0.93
Final Score+574

Project Details

Project URL
Description
The main product is an API for converting images to text. We accept handwritten as well as printed images. We accel at recognizing complicated math, and we are leveraging this technology to improve the experience of writing technical documents with math.
Audience Reach
everyone
Target Users
everyone
Technologies
Developer Tools, Writing And-Editing, Consumer Goods
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