Proof of Usefulness Report

Eadouglas Consulting

Analysis completed on 3/9/2026

+126.5

Proof of Usefulness Score

Gaining Momentum

Eadouglas Consulting addresses a highly relevant market with AI strategy and executive coaching. However, the submission provides highly exaggerated, unsupported claims ('everyone' for audience reach, 'most people' using the product), resulting in a low evidence quality multiplier. Verifiable traction and technical innovation metrics are minimal for a boutique advisory firm.

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Score Breakdown

Real World Utility+43.75

Audience Reach Impact+10.0

Technical Innovation+11.25

Evidence Of Traction+10.0

Market Timing Relevance+65.0

Functional Completeness+3.75

Subtotal+143.75

Usefulness Multiplierx0.88

Final Score+127

Project Details

Project URL

eadouglas.com

Description

EADouglas Consulting is a strategic advisory firm helping businesses grow through AI-informed decision-making, executive leadership support, and global market expansion. Led by Ebru Douglas — a Cambridge-certified executive coach and MIT-trained AI strategist — the firm blends insight, innovation, and quiet precision to support transformation. We work with leaders and organizations ready to think differently, lead clearly, and move forward.

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