Understanding the unseen

Investor Due Diligence Report

substackScience

Making sense of a noisy, uncertain world with the author of 'The Rules of Contagion' and 'Proof'.

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Key Metrics

Subscribers

Verified

Weekly Growth

N/A

Quality & Publishing

Publishing Pace

Previously Weekly

1.3 posts/week

Publishing Consistency

60/100

Consistent (~5.7d avg)

Competitive Landscape (Science)

Newsletter	Subscribers	Weekly Growth	Price	Platform
Aether Pirates of the Matterium!	97K	N/A	Free	substack
By the Numbers	76K	+0.7%	Free	substack
The Intrinsic Perspective	72K	N/A	$7/mo	substack
Humanity United Now - Ana Maria Mihalcea, MD, PhD	72K	N/A	$5/mo	substack

Risk Assessment

Key risk factors for due diligence

High

Platform Dependency

Hosted on substack subdomain

Medium

Publishing Consistency

Variable publishing frequency

Medium

Key Person

Single-author publication — key-person dependency

High

Revenue Model

Pre-monetization — no paid subscription tier

Monetization Readiness

Readiness for paid subscriptions

Subscriber threshold

7K subscribers — above the 2K category median for first paid tier

Has paid tier

No paid subscription tier yet

Peer monetization

100% of 37 similar-size peers in Science have paid tiers

Data Quality

Report Data QualityLimited - Key metrics unavailable

Subscriber Confidenceverified

Disclaimer: This report is generated automatically based on publicly available data and proprietary estimation models. Estimated subscriber counts are derived from engagement patterns and should be verified through direct disclosure. Revenue estimates are based on known pricing and estimated paid subscriber counts. This report is for informational purposes only and should not be the sole basis for investment decisions.