Proof of Usefulness Report

Mwaba Mwila Adventures

Analysis completed on 2/9/2026

+45
Proof of Usefulness Score
You're In Business

Mwaba Mwila Adventures is a legitimate, established adventure tourism operator in Zambia (est. 2019) with a verifiable digital footprint and positive local reputation. However, the project submission contains significant exaggerations (claiming 'everyone' as the audience and 'most people' have used it) and misused financial terminology ('marketcap' likely referring to cumulative revenue in ZMW). As a service-based SME without scalable technology or verified high-growth metrics, it scores in the 'Minimal Traction' range relative to high-scale technology projects, despite being a functional local business.

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+80.0
Audience Reach Impact+10.0
Technical Innovation+10.0
Evidence Of Traction+45.5
Market Timing Relevance+60.0
Functional Completeness+10.0
Subtotal+41.875
Usefulness Multiplierx1.08
Final Score+45

Project Details

Description
We are a Zambian-owned Adventure Tourism company specialized in delivering guided hiking and camping adventures in Zambia. The tour operator was founded in January 2019 by Mwaba, a Senior Outdoor Education Instructor with many years of experience in developing and delivering character-building outdoor education programs for a diverse clientele.

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