Proof of Usefulness Report

Yogi

Analysis completed on 2/2/2026

+395
Proof of Usefulness Score
Certified Problem Solver

Yogi (meetyogi.com) is a verifiable, VC-backed B2B SaaS platform offering review analytics for major consumer brands (e.g., Tylenol, Nestle). The project demonstrates high real-world utility and market relevance. However, the submission quality is critically low, containing vague/inaccurate claims (e.g., 'most people have used my product', 'everyone' as audience) which contradict the specialized B2B nature of the actual business. While the core technology and business traction are strong (Series A funding, 2018 launch), the score is penalized heavily by the poor quality of evidence provided in the form.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+40.0
Technical Innovation+112.5
Evidence Of Traction+120.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+570
Usefulness Multiplierx0.69
Final Score+395

Project Details

Project URL
meetyogi.com
Description
At Yogi, we help some of the most recognizable brands in the world create better products and user experiences for their customers by providing deep insight into customer feedback via Yogi's reviews and ratings analysis SaaS platform.\n\nOur brand customers range from industries such as personal care, beauty, pet care, food and beverage, and electronics, and each has leveraged the unique insights that Yogi surfaces to make impactful business decisions that benefit their customers.\n\nAll of this is possible due to the advanced NLP and AI technologies at Yogi's core that push the bounds of automated understanding of millions of unstructured feedback datapoints across global markets. Thus far, we’ve closed two rounds of funding backed by amazing VCs with deep experience in B2B analytics software and NLP.

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