Proof of Usefulness Report

Avkalan.ai

Analysis completed on 3/6/2026

+31
Proof of Usefulness Score
You're In Business

Avkalan.ai is a verified early-stage AI consultancy and product studio (registered as Avkalan Labs) offering services like NDA analysis and patent compliance. However, the submission contains significant inaccuracies: the claim that 'most people have used my product' is demonstrably false given verifiable revenue is approximately $6,000 USD (₹5L INR) for FY24. The team size of 125 appears highly exaggerated compared to the revenue and 'Apex Team' listing of ~12 key members. While the specific tools listed on their website show genuine utility for SMBs, the project is currently a micro-scale operation with minimal market footprint, heavily penalized for exaggerated traction claims and poor submission quality.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+6.0
Evidence Of Traction+0.63
Market Timing Relevance+8.0
Functional Completeness+0.5
Subtotal+31.13
Usefulness Multiplierx0.99
Final Score+31

Project Details

Project URL
avkalan.ai
Description
At Avkalan.ai, we help businesses harness the real-world power of Artificial Intelligence with an exclusive focus on SMBs. From building data-driven strategies to implementing intelligent AI solutions that learn and adapt, we bring a practical approach to innovation. Our work spans AI consulting, Agentic and Generative AI applications, capability building through AI literacy, as well as Machine Learning and Data Analytics. Each solution is designed to align with your unique business needs and deliver measurable outcomes. Got an idea? Let's build an AI solution for you in the fastest time at a competitive cost. Start your AI journey today. Reach out at hello@avkalan.ai or drop us a "Hi".

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