Proof of Usefulness Report

barista AI

Analysis completed on 1/15/2026

+3
Proof of Usefulness Score
You're In Business

The submission for 'barista AI' lacks verifiable evidence of existence or traction. Despite a stated launch year of 2021, the domain 'barista-ai.com' is not active or indexed in search results. Claims such as the audience being 'everyone' and traction being 'most people have used my product' are hyperbolic and unsupported. The submission omits critical details like team size, revenue, and specific technology, indicating a low-effort or test entry with no real-world utility.

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Score Breakdown

Real World Utility+1
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+1
Functional Completeness+0
Subtotal+2
Usefulness Multiplierx1.02
Final Score+3

Project Details

Project URL
Description
barista AIis in the Sales Force Automation Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Automation, Business Development
Traction Evidence
most people have used my product

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