Proof of Usefulness Report

Always OG

Analysis completed on 3/9/2026

-12.6

Proof of Usefulness Score

Lab Mode

The submission contains severe red flags and highly exaggerated claims, such as stating 'most people have used my product' and targeting 'everyone'. The reported monthly revenue is described as an 'all time marketcap: 50000', which implies a micro-cap cryptocurrency token rather than verifiable business revenue. No credible web presence or traction could be verified for AoG Industries or ShadowWing. Due to the blatant lack of evidence and unrealistic assertions, the project is heavily penalized, resulting in a negative PoU score per the calibration guidelines.

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Score Breakdown

Real World Utility+1.25

Audience Reach Impact-2.00

Technical Innovation+0.00

Evidence Of Traction-10.00

Market Timing Relevance+0.50

Functional Completeness-1.00

Subtotal-11.25

Usefulness Multiplierx1.12

Final Score-13

Project Details

Project URL

aogindustries.com

Description

Always Offer Guidance is a consulting service with the express mission and purpose to democratize the advent of artificial intelligence by offering guidance to whomever shall need it, and to optimize access. Hosting, maintaining and providing free access to hundreds of current, effective and viable AI tools and systems, many of them in their SOTA forms, is just one way AoG is striving actively and consistently towards that aim, and with powerful resolve.

Algorithm Insights

Market Position

Early stage requiring focused development

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