Proof of Usefulness Report

TVision

Analysis completed on 2/1/2026

+384
Proof of Usefulness Score
Certified Problem Solver

TVision Insights is a verified Series B ad-tech company with ~$70M in funding and significant industry adoption (Hulu, ABC, Disney). They utilize computer vision to solve a critical problem in advertising: measuring actual 'eyes-on-screen' attention. While the submission itself contained low-quality placeholders (e.g., 'marketcap: null', 'most people have used my product'), independent verification confirms the company's strong market relevance, technical innovation, and revenue traction. The final score is calibrated to reflect a 'comparable to larger' scale established business, adjusted slightly downward for the poor quality of the submission data.

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Score Breakdown

Real World Utility+112.5
Audience Reach Impact+80.0
Technical Innovation+67.5
Evidence Of Traction+95.0
Market Timing Relevance+47.5
Functional Completeness+1.25
Subtotal+403.75
Usefulness Multiplierx0.95
Final Score+384

Project Details

Project URL
tvisioninsights.com
Description
When we look at the way TV has always been measured - a lot is missing from the equation: Who’s actually in the room, and are their eyes even on the screen?\n\nTVision is the leader in TV performance metrics - an advertising technology firm that delivers real-time performance metrics for marketing effectiveness and efficiency. We use cutting edge technology to measure what was once unmeasurable - how people really watch TV. We’re a venture-backed company, deeply immersed in the intersection of data, media, and advertising.\n\nTVision enables the media industry - brands, networks, and data partners alike - to reduce waste and drive greater marketing results. We’re based in New York City, the advertising and media capital of the world.

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