Proof of Usefulness Report

Vallourec

Analysis completed on 2/18/2026

+629
Proof of Usefulness Score
Category Standard

The submission represents Vallourec, a major global manufacturer of tubular solutions for the energy sector with over a century of history and significant market capitalization. However, the submission quality is low, containing discrepancies such as the project name 'DeepClaw' (likely an error) and vague claims like 'everyone' for audience reach. While the underlying entity demonstrates exceptional traction and utility in the industrial sector, the score is penalized due to the lack of specific, high-quality evidence provided in the response form itself.

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Score Breakdown

Real World Utility+202.5
Audience Reach Impact+102.0
Technical Innovation+127.5
Evidence Of Traction+166.3
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+683.3
Usefulness Multiplierx0.92
Final Score+629

Project Details

Project URL
Description
Vallourec provides benchmark tubular solutions for the energy sector and for some of the most demanding industrial applications. Its offer ranges from oil and gas wells in extreme conditions to high-performance mechanical equipment, as well as solutions for hydrogen, CCUS (Carbon Capture, Utilization and Storage), geothermal and solar energy markets. Specialized in the most complex applications, we rely on 4 main R&D centers worldwide and 380 researchers to maintain our technological leadership and meet our customers’ requirements. Our expertise across the entire steel production chain from start to finish guarantees the quality of our products. The Group offers a wide range of tubes for petrochemical installations (refineries), for mechanical engineering applications (hydraulic cylinders, machine tools), for the automotive industry, for construction (stadiums, other complex buildings and structures) and for various other industrial sectors. We pursue a local development strategy in order to offer solutions close to our customers. Vallourec’s Code of Ethics, deployed throughout the company, reflects our commitment to conduct relationships with its stakeholders, customers and employees in a spirit of mutual respect. We follow an approach of sustainable development in our activities by offering solutions that allow a responsible use of resources, and by improving its own energy efficiency.

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