Proof of Usefulness Report

Rubbles

Analysis completed on 1/28/2026

+395
Proof of Usefulness Score
Certified Problem Solver

Rubbles is a verified, established Series B AI company (founded 2014) with significant market traction, employing ~350 people and serving major enterprise clients like Sberbank, Tinkoff, and X5 Retail Group. While the submission itself was low-effort (vague text, erroneous revenue figures), external verification confirms high real-world utility and technical sophistication in predictive analytics and NLP. The score reflects the company's strong proven scale (Series B, $6M+ funding), penalized slightly for the poor quality of the submission data.

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Score Breakdown

Real World Utility+110.4
Audience Reach Impact+77.4
Technical Innovation+64.8
Evidence Of Traction+95.0
Market Timing Relevance+34.0
Functional Completeness+2.0
Subtotal+383.6
Usefulness Multiplierx1.03
Final Score+395

Project Details

Project URL
rubbles.ru
Description
В Rubbles мы создаем решения на базе искусственного интеллекта для оптимизации бизнес-процессов. Алгоритмы Rubbles ежедневно работают в крупнейших банках, ритейл-сетях и промышленных предприятиях в России и по всему миру. В нашей экспертизе есть опыт разработки систем предсказания спроса на товары в продуктовых магазинах, поисковых системы по товарам, системы предсказания поломок оборудования для предприятий, рекомендательные системы для банков с возможностью формирования персонализированных предложений и советов. Мы работаем с командами Сбербанка, Тинькофф Банка, Альфа Банка, МВидео, X5 Retail Group, Henkel, KFC и другими.

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