Proof of Usefulness Report

Vividly

Analysis completed on 2/1/2026

+473
Proof of Usefulness Score
Industry Mainstay

The project 'Vividly' (govividly.com) is a verified, high-traction B2B SaaS company specializing in Trade Promotion Management (TPM) for CPG brands. External verification confirms significant success (~$12M revenue, ~$68M funding, 2,500+ users). However, the submission itself is of extremely poor quality, containing factually incorrect claims (e.g., 'most people have used my product', 'audience reach: everyone') and vague details. The final score acknowledges the entity's strong real-world status but applies heavy penalties for the lack of credible evidence provided in the submission.

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Score Breakdown

Real World Utility+135.0
Audience Reach Impact+60.0
Technical Innovation+56.25
Evidence Of Traction+190.0
Market Timing Relevance+54.0
Functional Completeness+2.5
Subtotal+497.75
Usefulness Multiplierx0.95
Final Score+473

Project Details

Project URL
Description
Vividlyis in the MarketingTech Industry

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