Proof of Usefulness Report

IQVIA Holdings

Analysis completed on 1/24/2026

+736
Proof of Usefulness Score
Category Standard

IQVIA Holdings is a verified Fortune 500 entity and a global leader in life sciences analytics and clinical research (CRO). The submission, likely from an employee (based on the @iqvia.com email), confirms the entity's massive scale with an $88k team size and multi-billion dollar market cap. While the submission response quality was low-effort (vague claims like 'everyone' and confusing market cap for revenue), the verifiable real-world utility, massive audience reach, and established traction of the company justify a high score. The score is calibrated for a 'Much larger scale' entity, heavily weighted by external verification despite the poor quality of the form entry.

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Score Breakdown

Real World Utility+238
Audience Reach Impact+180
Technical Innovation+115
Evidence Of Traction+190
Market Timing Relevance+90
Functional Completeness+5
Subtotal+818
Usefulness Multiplierx0.90
Final Score+736

Project Details

Project URL
iqvia.com
Description
IQVIA Holdings, accessible through its domain iqvia.com, is a leading global provider of advanced analytics, technology solutions, and contract research services to the life sciences industry. The company leverages its extensive data resources, innovative technology, and deep domain expertise to help healthcare organizations accelerate clinical development, improve patient outcomes, and drive healthcare forward. IQVIA offers a wide range of services, including clinical trial management, real-world evidence, and commercial solutions, enabling clients to make informed decisions and optimize their operations in a rapidly evolving healthcare landscape. With a commitment to transforming healthcare through data-driven insights, IQVIA plays a crucial role in advancing medical research and improving health outcomes worldwide.

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