Proof of Usefulness Report

Insighte

Analysis completed on 2/9/2026

+273
Proof of Usefulness Score
Gaining Momentum

Insighte demonstrates strong real-world utility and verifiable traction in the Indian mental health sector, backed by reputable institutions (IIM Calcutta, Startup India) and a network of 200+ professionals serving 90+ schools. While the submission itself contained some low-quality placeholder text (e.g., 'most people have used my product'), external verification confirms significant operational scale (100k+ sessions) and a clear problem-solution fit. The project is well-positioned in a growing market, though the technical innovation (Suzu AI) appears to be a supplementary feature rather than the core differentiator.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+67.2
Technical Innovation+36.0
Evidence Of Traction+75.0
Market Timing Relevance+34.0
Functional Completeness+6.4
Subtotal+303.6
Usefulness Multiplierx0.9
Final Score+273

Project Details

Project URL
Description
Insighte is a leading mental health and child development organization with a growing network of 200+ psychologists, therapists, shadow teachers, and special educators. We specialize in creating inclusive environments for neurodiverse children, offering evidence-based support across homes, schools, and digital platforms. Partnered with 90+ schools across India, we help mainstream education become truly inclusive by training educators, conducting awareness programs, and placing trained shadow teachers for individualized classroom support. We’re backed by IIM Calcutta Innovation Park, incubated under Global Disability Hub’s Attavaran Program, and onboarded through Startup India Seed Fund Scheme by Vishnu TBI. We are raising funds to scale our innovations, including Suzu AI — our proprietary mental health chatbot built from over 20,000+ conversations, offering instant, empathetic, and clinically informed support designed by our in-house psychologists. We’re on a mission to transform how India supports mental health for children and their families — through compassion, community, and cutting-edge technology. By 2028, we aim to serve 100000+ children and their families. Let’s build inclusive futures, together.

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