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jeffsu.org

Personal site of productivity creator Jeff Su: AI and productivity articles, a newsletter, courses such as Workspace Academy and templates for sale, plus corporate training.

Visit official website ↗

THE BUSINESS IN NUMBERS

See the trend, not just the rank

5,9012026-09 · Visit estimates
Historical trend, missing values left blank03K5.9KApr–Jun 2026 (avg):4,0742026-07:4,4492026-08:5,0152026-09:5,901Apr–Jun 2026 (avg)2026-09

Apr–Jun is monthly average estimate, others are monthly estimates; visits do not equal transactions. Missing values left blank, negative values shown as recorded.

View period data
PeriodVisit estimates
Apr–Jun 2026 (avg)4,074
2026-074,449
2026-085,015
2026-095,901
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

Personal brand of a former Googler, driven by a large YouTube channel, with 130K+ newsletter readers

Target Audience

Office professionals who want to work faster with AI, Google Workspace and Notion

02 / BUSINESS MODEL

How does it charge?

one-time

Workspace Academy: The Basics $329, The Full Stack $399 (was $699); corporate training from $22,000; articles and newsletter are free

The above describes historical pricing. Check official website for current prices.

03 / ACQUISITION

Where do users come from?

Direct 53%, social 35.9% (mainly YouTube, plus Reddit and X), search 8.6%, email 1.5%; brand keywords 59.9% (jeff su, jeff su meeting notes template); AI referrals include systemsacademy.ai 0.67% and ChatGPT 0.34%. Returning users come back through the newsletter.

Channel share, initial acquisition, and growth drivers are distinct; correlation does not imply proven causation.

04 / YOUR NEXT QUESTION

What remains to be verified?

The following are research questions, not established market opportunities.

  • What do target users actually pay for? Is there direct user feedback or paid interview evidence?
  • Are these historical prices still active today? What are the conversion, retention, and fulfillment costs?
  • Is the "Social media" channel still viable? What resources do indie devs need to test it?
  • Whose needs are competitors failing to meet? Find specific evidence before deciding on your angle.

05 / BUSINESS EVIDENCE

Test stories with numbers

The following signals are used to audit cases, not to automatically validate product success or market opportunities.

5,9012026-09 Checkout visit estimate (non-transaction)
UnknownSnapshot 30-day revenue / USD
UnknownMetric updated