Teardown#11 in AI & TechCirclefrom $648/month
Superlinear Academy
Yuzheng Sun's Superlinear Academy turns AI users into builders. A two-week From Users to Builders cohort, plus a 200+ page knowledge base…
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How this community works
- Pricing
- $648 a monthWell above the ai & tech median of $9.
- Size
- 5,000 membersBigger than 57% of the ai & tech communities indexed here.
- Revenue ceiling
- $3,240,000 a monthIf every member paid the listed price. Free tiers, discounts and churn are not visible from outside.
- Format
- Sells one-off products alongside the community
- Platform
- Circle
- Category
- AI & Tech
- Last verified
- 26 August 2026
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About Superlinear Academy
Yuzheng Sun's Superlinear Academy turns AI users into builders. A two-week From Users to Builders cohort, plus a 200+ page knowledge base.
Why you should join: live sessions and office hours. Flagship is a one-time $648. A free Chinese-language AI community is also offered.
Tiers and products
From Users to Builders cohort
From $648
Notes
Teardown notes
The one-liner
A high-ticket cohort that turns AI users into builders with a lasting alumni room.
What they actually sell
Circle Discover product: “From Users to Builders,” a hands-on two-week cohort. Public page lists live cohort sessions and office hours, a 200+ page knowledge library, practical AI prototyping, and after the cohort a private community of AI builders. Price is framed as a $648 one-time payment on the Discover listing. Ongoing monthly dues for the alumni community alone: not separately listed on that page. Trial/guarantee: not shown on the page.
Who pays and why
Professionals who can prompt but cannot ship internal AI prototypes, and fear looking unserious leading AI work. They buy a short, intense builder rite of passage plus a durable reference library. Buyers are often mid-career operators who can expense learning and need an internal artefact, prototype plus vocabulary, to lead AI work without bluffing.
Where the members come from
Circle Discover distribution plus whatever audience the academy already brings. specific social channels and follower counts on the public Discover page: not shown on the page.
What's holding it back
Two-week cohort intensity does not automatically create weekly alumni habits. without a clear post-cohort operating rhythm the big room can go quiet.
The cohort and the alumni room also serve different jobs. The live fortnight creates urgency and shared momentum, while the library gives graduates something to return to when a work project raises a new question. The handover between those two experiences is where retention will be won.
Steal this
Sell a short high-ticket builder cohort, then park graduates in a private alumni community as the retention layer.
Would this work in another niche?
Yes for technical upskilling where employers fund a clear prototype outcome. Weak for casual hobby topics that cannot justify a mid-hundreds one-off.
Written 22 September 2026
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