Proof of Usefulness Report

Leena AI

Analysis completed on 1/24/2026

+658
Proof of Usefulness Score
Category Standard

Leena AI is a verified, high-growth enterprise SaaS company (YC S18) with over $40M in funding and significant traction (est. revenue $10M-$60M). The platform serves major global clients including Nestle, Coca-Cola, and Puma, demonstrating exceptional real-world utility and market fit. However, the specific submission data was low-effort (e.g., claiming audience reach is 'everyone' and traction is 'most people'), which incurred Quality Factor penalties. The score reflects a top-tier business reduced slightly by submission quality.

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Score Breakdown

Real World Utility+95.0
Audience Reach Impact+45.0
Technical Innovation+85.0
Evidence Of Traction+95.0
Market Timing Relevance+90.0
Functional Completeness+40.0
Subtotal+802.5
Usefulness Multiplierx0.82
Final Score+658

Project Details

Project URL
leena.ai
Description
Leena AI is an autonomous conversational AI platform that helps enterprises better employee experience. With Leena AI, companies can eliminate the need for HR staff to work on tasks such as answering policy-related questions, knowledge management, generating employee documents on demand, and managing employee tickets so they can focus on high-value activities.\n\nLeena AI plays well with 20 plus platforms, including SAP SuccessFactors, ADP, Oracle, Workday and Microsoft Office 365, and companies like Nestle, Puma, AirAsia, Coca-cola, Lafarge Holcim and Abbott rely on the platform.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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