Round 1 Winners!
Proof of Usefulness Report

AppealShield

Analysis completed on 3/9/2026

+81
Proof of Usefulness Score
You're In Business

AppealShield targets a genuine B2B niche with a practical AI solution for UK planning officers. However, the submission contains multiple contradictory and unsubstantiated claims in its metadata (e.g., claiming an audience of 'everyone', 'most people have used my product', and 'all time marketcap: 500000') despite the product description confirming it is still in early trials with small council teams. The score is penalized with a 0.5 quality multiplier on reach, traction, and response quality due to these misleading claims, placing it firmly in the minimal traction tier.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+50
Audience Reach Impact+5
Technical Innovation+20
Evidence Of Traction+5
Market Timing Relevance+15
Functional Completeness+5
Subtotal+100
Usefulness Multiplierx0.81
Final Score+81

Project Details

Project URL
Description
AppealShield helps UK planning officers write stronger refusal reports and reduce the risk of losing on appeal. Our tool analyses the wording of draft refusal reasons and compares it with thousands of past appeal decisions. Within seconds, AppealShield identifies the five most relevant past cases – showing how inspectors reasoned, which policies were critical, and what contributed to decisions being allowed or dismissed. Whether you’re preparing a report for a householder application, a complex major scheme, or a sensitive infill site, AppealShield helps you: — Spot weaknesses in your draft reasons for refusal — Understand how inspectors have interpreted similar cases — Refine your wording for clarity, evidence, and policy strength — Reduce the likelihood of appeals being lodged — Increase your chances of a dismissal if they are ⚖️ Backed by real inspector decisions AppealShield draws on over 75,000 Planning Inspectorate appeal decisions and uses advanced AI to summarise patterns, policies, and outcomes. 🏛️ Built for local authorities Designed for planning professionals, AppealShield is currently in early trials with council planning teams across England. Interested in taking part? ➡️ Register at appealshield.com or message us here on LinkedIn.

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