Minding the Gap

Investor Due Diligence Report

substackEducation

A newsletter about education, cognitive science, and fairness from Natalie Wexler, author of The Knowledge Gap.

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Key Metrics

Subscribers

24K

Verified

Weekly Growth

~0%

Subscriber count is a platform estimate

Engagement

Avg Comments/Post

18.0

Avg Likes/Post

104.0

Engagement Rate

0.51%

(comments + likes) / subscribers

Quality & Publishing

Audience Quality Score

57Fair

0100

Publishing Pace

Previously Bi-weekly

0.7 posts/week

Publishing Consistency

71/100

Consistent (~10.8d avg)

Competitive Landscape (Education)

Newsletter	Subscribers	Weekly Growth	Price	Platform
University of Austin	42K	N/A	Free	substack
Play Makes Us Human	20K	N/A	$5/mo	substack
Fab Fridays	19K	N/A	Free	substack
Rocky’s Newsletter	17K	N/A	Free	substack

Risk Assessment

Key risk factors for due diligence

High

Platform Dependency

Hosted on substack subdomain

Low

Publishing Consistency

Regular publishing schedule

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

24K subscribers — above the 1.5K category median for first paid tier

Has paid tier

No paid subscription tier yet

Peer monetization

100% of 39 similar-size peers in Education 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.