Proof of Usefulness Report

Vodex

Analysis completed on 2/1/2026

+244
Proof of Usefulness Score
Gaining Momentum

Vodex is a legitimate, seed-funded (raised $2M in 2024) GenAI startup based in Bengaluru, offering AI voice agents for sales and collections. While the submission contained inaccuracies (e.g., 'most people' claim, confused market cap figures), independent verification confirms ~$1M ARR and backing by Unicorn India Ventures. The project demonstrates strong market timing and utility in the B2B sector, though it is currently a niche solution rather than the mass-market product claimed.

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Score Breakdown

Real World Utility+75.0
Audience Reach Impact+12.0
Technical Innovation+42.0
Evidence Of Traction+56.0
Market Timing Relevance+36.0
Functional Completeness+1.0
Subtotal+222
Usefulness Multiplierx1.1
Final Score+244

Project Details

Project URL
Description
Vodexis in the Chatbots Industry

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