Proof of Usefulness Report

RecallNote

Analysis completed on 2/7/2026

+37
Proof of Usefulness Score
You're In Business

RecallNote addresses a clear student pain point (retention) using relevant AI technology (Google LearnLM). However, the project is in a very early pre-launch stage with minimal traction (30 beta testers) and no revenue. While the problem-solution fit is logical, the intense competition in the EdTech/AI study aid market and the lack of verifiable distribution channels significantly limit its current usefulness score compared to established platforms.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+1.0
Technical Innovation+6.0
Evidence Of Traction+2.5
Market Timing Relevance+8.5
Functional Completeness+3.0
Subtotal+39.75
Usefulness Multiplierx0.93
Final Score+37

Project Details

Project URL
recallnote.xyz/
Description
RecallNote solves the problem of forgetting 70% of lecture material within 24 hours by turning notes into AI-summarized, personalized concepts using Google’s LearnLM, vibrant flashcards, offline storage, and spaced repetition notifications for 50% better retention. It focuses on students and self-learners who need to retain what they read.
Audience Reach
My project is pre-launch. We just tested our MVP with over 30+ students who uploaded their course material, with 200 notes summarized on trial.
Target Users
Students and self-learners who have problems remembering or retaining.
Technologies
Other
Traction Evidence
My expectation is massive adoption among the student community. We plan to use TikTok as the distribution channel, utilizing Creators to drive adoption

Algorithm Insights

Market Position
Growing utility with room for optimization
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