Proof of Usefulness Report

Align AI

Analysis completed on 1/8/2026

+18
Proof of Usefulness Score
You're In Business

The submission for 'Align AI' (tryalign.ai) suffers from critical credibility issues. The domain appears inactive or has no significant search footprint. The claims regarding traction ('most people have used my product') and audience ('everyone') are demonstrably false and hyperbolic for a B2B data standards tool. While the problem space (AI governance/standards) is relevant, the lack of verifiable presence, combined with a low-quality submission containing nonsensical data (e.g., consumer-goods tag, null revenue), results in a failing Proof of Usefulness score.

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Score Breakdown

Real World Utility+60
Real World Utility Quality Factor+0
Audience Reach Impact+10
Audience Reach Impact Quality Factor+0
Technical Innovation+30
Technical Innovation Quality Factor+0
Evidence Of Traction+0
Evidence Of Traction Quality Factor+0
Market Timing Relevance+70
Market Timing Relevance Quality Factor+0
Functional Completeness+10
Response Quality Quality Factor+0
Subtotal+14
Usefulness Multiplierx1.18
Final Score+17

Project Details

Project URL
tryalign.ai
Description
Our product helps companies easily capture, update, and publish their best practices and standards around data \u0026 AI. Creators can pick from a list of over 150 templates and customize the workflows, terminology, and tech stack. Once they have built a program, they can have it reviewed and published to the rest of the organization. Leaders can monitor and track the adoption of new standards by teams and address any friction points.
Audience Reach
everyone
Target Users
everyone
Technologies
Analytics, Consumer Goods, Machine Learning
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