Proof of Usefulness Report

Lighthouse AI Consulting

Analysis completed on 2/19/2026

+28
Proof of Usefulness Score
You're In Business

Lighthouse AI Consulting is a legitimate, early-stage boutique consultancy based in Vancouver, focusing on AI adoption for the insurance sector. While the business addresses a genuine market need (real-world utility) and benefits from strong market timing, the submission itself contains significant inaccuracies and red flags. The claims of reaching 'everyone' and that 'most people have used my product' are demonstrably false for a niche B2B firm. Additionally, the 'marketcap' revenue figure is nonsensical for a consultancy. The project appears to be a standard service business rather than a scalable technology product, resulting in a low score due to lack of technical innovation, minimal verifiable traction, and poor data quality.

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Score Breakdown

Real World Utility+70.00
Audience Reach Impact+5.00
Technical Innovation+10.00
Evidence Of Traction+5.00
Market Timing Relevance+80.00
Functional Completeness+10.00
Subtotal+30.75
Usefulness Multiplierx0.92
Final Score+28

Project Details

Project URL
lighthouse-ai.ca
Description
Lighthouse AI is a boutique consulting practice based in British Columbia, specializing in practical, human-first AI adoption for insurance brokerages, dealers and agencies. We help small to mid-sized operations navigate growth and modernization without sacrificing their people, relationships, or values. Our services include strategy development, AI & automation implementation, team training, and ongoing change support, all tailored to the realities of relationship-based businesses in the 4th Industrial Revolution. Every engagement is personalized, with a thoughtful and modern approach tailored to your team's goals. Our mission is to help insurance agencies and brokers embrace ethical AI to streamline operations and strengthen human relationships while empowering teams through education and change management. Our vision is a future where independent insurance teams confidently adopt AI that enhances, not replaces, their work, values, and relationships. We proudly live and work in the unceded traditional territories of the Skwxwú7mesh (Squamish), Səl̓ílwətaʔ/Selilwitulh (Tsleil-Waututh), and xwməθkwəy̓əm (Musqueam) Nations, where we call today, Vancouver, BC.

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