Proof of Usefulness Report

Yedda.AI

Analysis completed on 2/14/2026

+642
Proof of Usefulness Score
Category Standard

Yedda.AI is a verifiable, established B2B analytics firm with significant operations (125+ employees) and international presence (11 countries), validating its traction well beyond the 'startup' phase. However, the submission itself contained inaccuracies (claiming 'everyone' as audience, 'marketcap' confusion) and low-quality responses ('ThunderRider' name, 'most people have used my product'). The score reflects the strong underlying business reality, penalized heavily for the poor quality of the input data.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+20.0
Technical Innovation+60.0
Evidence Of Traction+85.0
Market Timing Relevance+70.0
Functional Completeness+10.0
Subtotal+617.5
Usefulness Multiplierx1.04
Final Score+642

Project Details

Project URL
yedda.ai
Description
Welcome to Yedda.ai, where innovation meets intelligence! Founded in 2018 by visionary tech entrepreneur Roi Shuhami, we are not just an Artificial Intelligence Amplification (AIA) company—we're your strategic partner in unlocking the hidden potential of your data. At Yedda.ai, we empower organizations to elevate their performance by transforming elusive data into real-time insights that drive action. Our groundbreaking technology seamlessly blends AI and human expertise to harness the power of your existing CCTV networks, measuring visual actions to enhance performance, service levels, and compliance with safety and SOP requirements. Because let’s face it: you can't improve what you can’t measure. We proudly serve a diverse portfolio of client-partners across Southeast Asia, Latin America, and beyond, spanning industries from retail and wholesale to F&B and manufacturing. With Yedda.ai by your side, you'll not only see the big picture but also the fine details that make all the difference. Join us on this exciting journey—let's illuminate your path to success together. We are Yedda.ai.

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