Proof of Usefulness Report

Aigtm

Analysis completed on 2/18/2026

+19
Proof of Usefulness Score
You're In Business

The project 'Aigtm' (mistakenly labeled 'FrostKeeper' in the name field) appears to be a genuine, albeit niche, UK-based consultancy focusing on Go-To-Market strategies for AI companies. However, the submission is critically flawed and highly unreliable. The claims that the audience is 'everyone' and that 'most people have used my product' are demonstrably false for a B2B service launched in 2024. The 'marketcap' revenue figure is non-standard and unverifiable. While the business sector (AI GTM) is timely, the lack of verifiable evidence, combined with exaggerated inputs, results in a very low score.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+2.5
Technical Innovation+10.0
Evidence Of Traction+2.5
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+16.125
Usefulness Multiplierx1.18
Final Score+19

Project Details

Project URL
Description
We help companies with technical products find product-market fit, close new revenue, and prove the business case for further investment. We've helped seed-stage companies find the right narratives to be able to raise their next round, mid-sized companies to build more scalable GTM operating rhythms, and large enterprises to set up and deliver new product lines, or expand internationally. Interested to hear more? Feel free to reach out for a free consultation.

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