Proof of Usefulness Report

Omniflo

Analysis completed on 1/27/2026

+241
Proof of Usefulness Score
Gaining Momentum

Omniflo is a legitimate, funded seed-stage startup ($250k+ ARR, ~$570k valuation) offering multi-channel distribution for D2C brands. However, the submission itself provided extremely poor data quality (false claims of 'most people' usage, lazy descriptions). While the underlying business has verified real-world utility and initial traction, the score is heavily penalized by the low-effort submission and the early stage of the venture compared to established baselines.

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Score Breakdown

Real World Utility+113.75
Audience Reach Impact+20.00
Technical Innovation+40.50
Evidence Of Traction+52.50
Market Timing Relevance+60.00
Functional Completeness+2.50
Subtotal+289.25
Usefulness Multiplierx0.83
Final Score+241

Project Details

Project URL
Description
Omniflo is building a network of shelf spaces across retail channels for D2C brands to directly list on. This helps them drive sales, brand recall and customer engagement,

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