AI-Generated Ebook Brand (Joe Populus)

Joe started in August 2022 by generating 10–20 AI books using GPT-3 and publishing them. He listed them for sale and ran Pinterest consideration campaigns to test which niches had the most traction. By the end of September 2022, he had 40 books published and had earned $40 total. The first customers came purely through Pinterest ads — no organic outreach, no social following, just paid discovery on Pinterest targeting niches filled with "ambitious people" who respond to outcome-driven messaging. His process was almost entirely self-taught and self-funded from his minimum wage job. He purchased competitor ebooks to understand structure, then iterated his own books accordingly. He also personally proofread every book himself in the early days to save money. His first profitable day was October 3rd, 2022, making $20, and he scaled from there almost exponentially, hitting a $1K profit day on December 28th, 2022.

Joe had prior hands-on experience working on GPT-3 beta use cases for OpenAI, listed on his LinkedIn. This gave him early technical fluency with AI prompting and a credibility signal that led to paid consulting, which in turn exposed him to a publishing company whose revenue figures ($2M/month) inspired the ebook model. Most early-stage founders would not have had this insider exposure to both the AI tooling and the publishing industry economics.

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His first ebook was structurally poor — no congruency, bad flow — because he had no prior book-writing knowledge. He wasted money and time early on due to beginner mistakes he estimates cost him extra vs. a clean $500 start. He also implies early consideration campaigns on Pinterest were a testing cost before finding winning niches for conversion campaigns.