Proof of Usefulness Report

Kala

Analysis completed on 3/10/2026

+26

Proof of Usefulness Score

You're In Business

The project 'Kala' identifies a valid use case (AI customer support for endurance event organizers) and demonstrates good market timing. However, the submission is riddled with massive red flags, contradictory statements, and low-effort responses. Claims such as an audience of 'everyone', traction stating 'most people have used my product', an irrelevant 'marketcap: 500000' metric, and 'Internet' listed as the sole technology indicate severe lack of verifiable traction and evidence. The score heavily reflects these unsupported, spam-like claims.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+0.5

Technical Innovation+1.5

Evidence Of Traction+0.625

Market Timing Relevance+8

Functional Completeness+0.25

Subtotal+28.375

Usefulness Multiplierx0.9

Final Score+26

Project Details

Project URL

kalapace.com

Description

Event organisers spend hours answering the same participant questions: "Where do I collect my bib?" "Can I defer?" "What time does registration close?" Kala handles these repetitive queries automatically - 24/7, across email and your website - so your team can focus on what actually matters on event day. How it works: We train an AI assistant on your event guides, FAQs, and past emails. Drop our widget on your site, connect your inbox, and Kala starts answering participant questions instantly. When something needs human judgment (refunds, medical issues, edge cases), it escalates to your team with full context. Southampton Marathon uses Kala to handle peak-week email surges - freeing up hours previously spent copy-pasting answers. Built specifically for endurance events (running, trail, triathlon, OCR), Kala understands the rhythms of event week and the questions participants actually ask. Your inbox stays clear. Your participants get instant answers. Your team stays focused. Book a 15-minute demo → https://kalapace.com/book-demo

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