Proof of Usefulness Report

Altos Labs

Analysis completed on 2/4/2026

+524
Proof of Usefulness Score
Industry Mainstay

Project is a high-profile biotechnology firm (Altos Labs) with $3B+ funding and Nobel-laureate leadership, focused on cellular rejuvenation. However, the submission contains significant irregularities: the project name 'DeepForge' does not match the URL, the 'everyone' reach claim is vague, and the traction claim 'most people have used my product' is demonstrably false for a pre-clinical research company. The score reflects the immense intrinsic value, capital traction, and innovation of Altos Labs, heavily penalized for the low-quality, inaccurate submission data and potential identity mismatch.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+50.0
Technical Innovation+142.5
Evidence Of Traction+106.25
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+616.25
Usefulness Multiplierx0.85
Final Score+524

Project Details

Project URL
altoslabs.com
Description
Altos Labs is a biotechnology company focused on cellular rejuvenation programming to restore cell health and resilience, with the goal of reversing disease to transform medicine. The company comprises a community of leading scientists, clinicians, and leaders from both academia and industry working together towards this common mission. Altos has operations in the San Francisco Bay Area and San Diego, and in Cambridge, UK, with significant collaborations in Japan.

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