Proof of Usefulness Report

DeepConverse

Analysis completed on 1/19/2026

+405
Proof of Usefulness Score
Certified Problem Solver

DeepConverse is a verified, legitimate player in the customer support automation space, having been acquired by Workato in 2025. This exit signals high real-world utility and traction (adoption by brands like Logitech). However, the submission itself is of extremely low quality, containing hyperbolic claims ('most people have used my product') and lacking verifiable data. The score reflects the high intrinsic value of the technology and its market validation, heavily penalized by the poor quality and inaccuracy of the submitted evidence.

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Score Breakdown

Real World Utility+42
Audience Reach Impact+30
Technical Innovation+35
Evidence Of Traction+47
Market Timing Relevance+80
Functional Completeness+5
Subtotal+41
Usefulness Multiplierx0.97
Final Score+405

Project Details

Project URL
Description
Deep Learning for Customer Support Automation
Audience Reach
everyone
Target Users
everyone
Technologies
Automation
Traction Evidence
most people have used my product

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