AI-powered solopreneur info-product launch
by @gregeisenberg
ABOUT THIS SKILL
Samuel Thompson shares how he uses AI to spin up low-friction info products and e-commerce offers, aiming to create a "rigged slot machine" where every dollar of ad spend reliably returns more than a dollar.
TECHNIQUES
KEY PRINCIPLES (10)
Exploit emotional distrust in incumbents to drive clicks.
Top-performing ad: "Stuff your lawyer won’t tell you"—speaks to fear and skepticism.
Why: Divorce buyers feel vulnerable; positioning against attorneys outperforms generic help.
"People do not trust their divorce attorneys at all... my highest performing ads"
Start with a painful, proven market and create the simplest possible product to test demand.
Samuel noticed the massive wedding industry and realized 50 % of marriages end in divorce, so he wrote a 70-page AI-generated ebook called "The Divorce Bible" and sold it for $29.
Why: Low-friction products (e-books, PDFs) let you validate customer acquisition before investing in deeper LTV plays.
"when 300 copies of the book showed up in my front door, my fiance was jokingly concerned... baby, it's for econ"
Stack digital bonuses to inflate perceived value and raise AOV without extra cost.
He adds five free digital downloads (checklists, templates) so the $29 book feels like a $79 starter kit.
Why: Digital bonuses cost nothing to fulfill and let you price-test higher while keeping conversion rate stable.
"it's just perceived value... somebody will see one of them and be like, oh, shoot, I really need that"
Optimize for negative cash-conversion cycles—get paid before you pay.
Goal: spend $20 on ads, sell at $27 with $7 cost to ship, break-even or better on day one.
Why: When CAC ≤ AOV you can scale spend infinitely; no waiting for LTV payback.
"all I'm ever trying to do... is create what I would call a rigged slot machine where I know I can put a dollar in and get a dollar and 30 cents out"
Price elasticity is a lever—raise price until the conversion drop hurts total profit.
If price ↑ 20 % and conversion ↓ 10 %, ROAS still rises; test via holiday-sale framing.
Why: Meta traffic cost is fixed; higher AOV directly lifts ROAS.
"if you can bump your price by more than 20 % and your conversion rate only takes a 10 % hit... mathematically, your ROAS goes up"
Use AI to generate 80 % of copy, then human-edit for voice and compliance.
Prompt ChatGPT for headlines, benefit bullets, product descriptions, then trim to fit mobile screens.
Why: Speed beats perfection; you can iterate angles daily instead of writing from scratch.
"I am very rarely trying to get a final output out of AI. I need like a 80 % head start"
Pick conversion-optimized themes so you only fill in content, not code.
Uses Solo Drop or Elixir themes—pre-built urgency badges, mobile-first layouts, upsell modules.
Why: Reduces build time from days to minutes; lets you focus on offer and ads.
"Solo Drop... specifically designed for single product stores. It's conversion optimized"
Drive 90 % of traffic straight to the product page, not the homepage.
Homepage is filler; all ad links land on the long-form product page tuned for mobile.
Why: Attention spans are short; eliminate clicks between ad and checkout.
"90 % of the time, you're running that directly to the product page... no one's really going to see [the home page]"
WHAT'S INSIDE
This is a structured knowledge base — not a prompt file. Your AI retrieves principles semantically, understands the reasoning behind each technique, and connects to related skills via a knowledge graph.
Compatible with OpenClaw · Claude · ChatGPT
principles · semantic retrieval · knowledge graph
Free during beta · Sign in to save to dashboard