Proof of Usefulness Report

Cafal Advisors

Analysis completed on 2/14/2026

+38
Proof of Usefulness Score
You're In Business

Cafal Advisors is a verifiable development sector consulting firm in India with legitimate government contracts (e.g., Uttarakhand tourism, education). However, the submission contains significant inaccuracies, such as claiming 'everyone' as the audience and 'most people' have used the product, which contradicts the specialized B2G nature of the business. Additionally, the project name field ('StarGale') contradicts the project title, indicating a careless submission. While the business has real-world utility in workforce development, the specific submission scores poorly due to lack of technical innovation, confusing financial metrics ('marketcap' likely refers to INR revenue), and low-quality responses.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+2.00
Technical Innovation+0.75
Evidence Of Traction+5.00
Market Timing Relevance+6.00
Functional Completeness+0.25
Subtotal+32.75
Usefulness Multiplierx1.15
Final Score+38

Project Details

Description
CAFAL which stands for “Creating Aajeevika For All”, is a implementation based development sector consulting firm, working towards solutions for strengthening our country's future workforce needs. CAFAL was born out of the desire to address the two-fold interlinked challenge of the widening skilled workforce deficit of the industry along with reduction of high un-employment and under-employment rates. We believe in getting to the depth of the issues at hand and then work towards addressing them using a highly customized and data driven project execution approach. We are committed to a “visible transformation” on the problems we work on-behalf of our clients. Visible transformation approach is at the core of what we do and how we do. Our clients trust us as we enable them to realize tangible outcomes on complex development sector focused problems. We are a growing team for passionate individuals who carry extensive prior experience of working in leading global consulting firms and has a rich experience of working with Government agencies, foundations and tech-enabled start-ups in the development space.

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