Proof of Usefulness Report

Geodat AI Limited

Analysis completed on 3/7/2026

+45
Proof of Usefulness Score
You're In Business

The submission contains significant contradictions and red flags. While 'Geodat AI Limited' appears to be a registered UK entity, the project name 'SwiftKeeper' does not match the description of geospatial services, likely indicating a copy-paste error. The claim that 'most people have used my product' is verifiable false for a niche consultancy founded in 2025. The revenue figure ($500k marketcap) uses incorrect terminology. The project appears to be a standard small-scale consultancy with no verifiable digital footprint for a scalable product.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+5
Technical Innovation+10
Evidence Of Traction+0
Market Timing Relevance+25
Functional Completeness+5
Subtotal+41
Usefulness Multiplierx1.10
Final Score+45

Project Details

Project URL
geodat.ai
Description
GeoDat AI delivers modern geospatial data solutions - from high-quality mapping and spatial analysis to AI-driven analytics, interactive dashboards, and data-driven applications. We combine advanced geospatial methods, AI, and enterprise-grade data platforms to help organisations turn spatial data into insight and action. Services include: • GIS mapping and geospatial analysis • AI-powered spatial analytics and modelling • Interactive dashboards and decision-support tools • Custom geospatial applications and automation • Spatial data engineering with modern database systems • Research, consultancy, and capability building Bridging academic rigour with real-world impact

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