Round 1 Winners!
Proof of Usefulness Report

Harton Works

Analysis completed on 3/10/2026

+30.16
Proof of Usefulness Score
You're In Business

Harton Works addresses a timely and growing market need with its focus on AI search optimization (GEO). However, the submission suffers heavily from vague, unsupported, and highly exaggerated claims ('everyone' for audience reach, 'most people have used my product' for traction). As a consulting agency with no proprietary custom tech and a severe lack of verifiable traction data, it scores significantly below the calibration benchmark.

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Score Breakdown

Real World Utility+17.50
Audience Reach Impact+2.00
Technical Innovation+2.25
Evidence Of Traction+1.25
Market Timing Relevance+8.00
Functional Completeness+0.75
Subtotal+31.75
Usefulness Multiplierx0.95
Final Score+30

Project Details

Project URL
Description
At Harton Works, we solve the visibility crisis every business faces: How do you get found when AI is doing the searching? We specialise in Retrieval‑First™ strategies: a future-facing approach to SEO and GEO visibility that's built for the age of AI search and intelligent agents. Traditional rankings are no longer the full picture. Today, visibility means being cited, surfaced, and selected by AI systems — and that requires a new kind of strategy. Our services include: SEO/GEO Audits for AI‑powered search environments Relevance Engineering and content ecosystem planning AI visibility benchmarking and Language Radar™ mapping — tracking how AI systems interpret your brand Strategic growth advisory for leaders navigating digital change Founded by Martin Jeffrey, a digital strategist and SEO expert since 1998, Harton Works blends sharp thinking with Northern grit — cutting through hype to focus on what works. We don't build tools. We build engines that power, visibility, trust, and growth in the next era of discovery.

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