Computational biology PhD turned UW-Madison professor Sebastian Raschka launched Ahead of AI on Substack in 2022, publishing monthly deep dives into LLM papers and architectures. Four years later: 200K+ subscribers, zero sponsorships, and a book-newsletter flywheel that proves low frequency and high depth can win in a crowded AI newsletter market.
Former Twitter/Apple/Zynga engineer Alex Xu self-published System Design Interview in 2020 and hit the Amazon bestseller list. In 2022, he and ex-Discord engineer Sahn Lam launched a Substack newsletter that crossed 26K subscribers in month one and hit one million in two and a half years. From book to newsletter, YouTube, and paid platform, ByteByteGo reached $3.5M ARR in 2024 with a 26-person team — all fully bootstrapped.
Former Mastercard AI engineer Avi Chawla turned a cancelled US master's admission into a daily Substack newsletter — 150-word visual posts on data science. 10K subscribers in 5 months, income exceeding his full-time job, 200K+ subscribers and a paid course platform four years later.
Former Airbnb product lead Lenny Rachitsky left in 2019, wrote a viral Medium post, moved to Substack, and built a 1.2M-subscriber newsletter empire through obsessive quality (50+ revision cycles per post), a 40K-member Slack community, a top-ranked podcast, and an annual summit — all without hiring a single full-time employee.
Former investment banker and startup VP Packy McCormick turned a COVID-era social club pivot into Not Boring, a long-form business analysis newsletter. In two years he hit 100K subscribers and $1M in sponsorship revenue, then extended the flywheel into three venture funds totaling $68M+ across 200+ investments — proving that writing can literally be deal flow.
From Stratechery proving in 2014 that one person can make a living writing analysis to TLDR hitting $10M+ ARR in 2024 — ten newsletter cases distilled into four revenue playbooks, three content models, and one universal rule: format choice determines the ceiling.
After six years managing Uber's payments infrastructure and witnessing pandemic layoffs, Gergely Orosz launched The Pragmatic Engineer on Substack. It hit #1 in tech within four months, crossed one million subscribers in three and a half years, and generates $1.5M+ annually — entirely from reader subscriptions, with zero ads or sponsors.
Ben Thompson launched Stratechery full-time from his Taipei apartment in 2014 with a three-tier subscription model. Twelve years later, he has 40,000+ paid subscribers, $5M+ annual revenue, and created Aggregation Theory — the most influential business framework in tech analysis since Clayton Christensen. Substack's seed-round pitch was literally 'Stratechery-in-a-box.'