Proof of Usefulness Report

CAS

Analysis completed on 2/14/2026

+638
Proof of Usefulness Score
Category Standard

The project 'DeepClaw' appears to be a submission for the Chemical Abstracts Service (CAS), a division of the American Chemical Society, evidenced by the @cas.org email and CAS-specific description. While the submission form contains low-quality, 'lazy' data (e.g., audience 'everyone', nonsensical revenue string, name discrepancy), the underlying entity is a verified industry standard with massive global reach, 100+ years of history, and essential utility in scientific research. The score reflects CAS's immense real-world value (400-700+ calibration range), heavily penalized by the poor quality of the specific submission responses.

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Score Breakdown

Real World Utility2.5)
Audience Reach Impact2.0)
Technical Innovation1.5)
Evidence Of Traction2.5)
Market Timing Relevance1.0)
Functional Completeness0.5)
Subtotal+709
Usefulness Multiplierx0.90
Final Score+638

Project Details

Project URL
cas.org
Description
At CAS, our passion is advancing scientific progress. As a leader in scientific information solutions, we curate, connect, and analyze the world’s published science to accelerate breakthroughs. CAS Solutions: Connecting research, patent, regulatory, and business professionals to the data and insights they need, our solutions speed progress through each phase of your pipeline. CAS Expertise: Our team of scientists and technologists embody a wealth of experience across disciplines and collectively speak more than 50 languages fueling our unique capabilities and insights. CAS Data: Our scientists curate, connect, and analyze the valuable data disclosed in scientific publications from around the world to build the CAS Content Collection™, covering over 150 years of discoveries. Our Team: Our team of over 1,000 scientists, technologists, and business professionals are passionate about advancing science and collectively speak more than 50 languages. We are proudly headquartered in Columbus, Ohio, with global offices in 45+ countries. Our History: Founded in 1907 as a volunteer effort to organize published chemistry research, CAS officially became a self-supporting division of the American Chemical Society in 1956.

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