REPLICATION GUIDE · AI Businesses

Comprehensive tutorials for developers

PyImageSearch publishes practical computer-vision education for developers, students, and researchers who want to turn Python concepts into working projects.

● Already earning  $80K/mo  ·  Copy it for about $45K

Replication snapshot

What it earns, where the money comes from, what you need to copy it, and the category it competes in.

Monthly revenue$80K/mo
Copy budget$45K
Growth channelsAdvertising on social media, Partnerships
Tools to copyClickFunnels
CategoryAI Businesses

How to copy this business and make money

Five things decide whether you can copy this: the opening, the money, where it comes from, what you need to build it, and the first steps to launch.

QUICK LOOKFree summary — what it sells, and the total budget
Interview 15 developers; demonstrate one original lesson and seek ten paid pilot buyers at a test price of USD 99 once for four lessons, 90-day access, and one bounded feedback session. These are proposed terms, not the original business's policy. Total copy budget: $45K.

Want to see how that $45K splits line by line, what each line buys, and when to stop? The full breakdown is below.

PROVEN · ALREADY MAKING MONEY

Thousands of people are already making money with this playbook

If you want to make money, read this part. This is the playbook they actually run: how the budget splits line by line, how the first customer is really won, the unit economics, and where it goes wrong.

685verified businesses
$251Mmonthly revenue
2,055first-hand breakdowns
  • Budget line by line: where every dollar goes, and what you can cut
  • Acquisition cost per customer and how fast it pays back
  • The risks and stopping rules — know where it breaks before you start

Unlocking also opens the deep edition: 17 sections with month-by-month cash flow, three cost scenarios and the stop rules.

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Open-source stack you can start from

Each repository was checked against the GitHub API for existence, stars and licence terms. Fork one instead of starting from zero. Where it says AGPL, read the terms before shipping a paid product.

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Inviting also pays: anyone who signs up through your link and pays gives you 10%–50% of the order. How inviting pays →

What this business does

PyImageSearch publishes practical computer-vision education for developers, students, and researchers who want to turn Python concepts into working projects. Founded by Adrian Rosebrock, PhD, it combines free tutorials with paid books, specialist courses, and University access. Lessons cover OpenCV and deep learning through explanations and runnable examples. Its official University page advertises 16,000 enrolled students, a publisher claim rather than a current paying-customer count. The website was publishing in October 2026 and its linked storefront remained accessible on October 19. Present ownership and current revenue are unverified; historical third-party revenue claims belong to earlier periods.

Replication breakdown

01

Why it works — and where your opening is

The likely buying problem is the gap between understanding an algorithm and reproducing it in a usable learning environment. Documentation and disconnected videos can leave learners assembling dependencies and missing intermediate steps. PyImageSearch's worked examples and preconfigured notebooks offer a more guided route; reduced setup effort is a plausible benefit, not a measured outcome here. Learners may return when a new project requires another technique, while fresh lessons support continued study. Editorial expertise, tested examples, and accumulated teaching material could differentiate the business, but these are analytical advantages rather than proven barriers. Free documentation and competing instruction remain substitutes.
02

The money: revenue, cost, and margin

Monthly revenue$80K/mo

Estimated from technical complexity, people, tools, and delivery scope.

StarterStory's revenue page, checked October 19, 2026, relays historical podcast-derived figures, including approximately USD 83,000 monthly for 2021; this is a third-party estimate, not verified current revenue or profit. No telephone verification or current net profit was established. The independent launch budget is USD 45,000; the displayed USD 90,000 monthly figure is solely startup capital multiplied by two under the model rule, not a forecast or guarantee. Ongoing costs include instructor maintenance, support, acquisition, learning-platform fees, payment processing, and capped notebook compute. Positive contribution after delivery and refund reserves would still need to cover fixed costs and taxes.
03

Where the revenue comes from

Verified sales routes are individual books and course bundles plus recurring University access. The linked official Kajabi store displayed University Complete at USD 495 every year on October 19, 2026; other bundles carry separate prices. A learner moves from a free sample or tutorial to purchasing the chosen educational package or recurring access. These are payment mechanisms, whereas search and email bring prospective buyers. Current sales mix, net receipts, payment-provider charges, and membership cancellation or refund terms were not verified. Confirm checkout conditions before purchase; a proposed pilot's pricing and refund policy below are independent design assumptions.
04

Tools you need to replicate it

Public pages link to a Kajabi-hosted store, Wistia video assets, and Jupyter notebooks prepared for Google Colab. OpenCV, TensorFlow, and PyTorch appear as instructional technologies; that does not establish the website's server implementation. The underlying database, private analytics, and payment processor remain unverified. For a new course business, a managed learning platform, hosted checkout, versioned notebooks, and a modest entitlement database are recommendations rather than claims about PyImageSearch. Build original assessment and compatibility checks yourself; use managed identity, video delivery, and payment services to avoid recreating commodity infrastructure.

Success stories from this field

Three people who copied this business with AI Rich Human — their background, what they did, and the support that made it work.

Story by · Yara Kim

Yara Kim — from caregiver to copying a $80K/mo business: Comprehensive tutorials

There is a version of this story where I never clicked the link. I clicked it out of boredom at one in the morning. For 12 years I looked after elderly patients in their homes — lifting, cleaning, paid almost nothing. Then a friend sent me a link to AI Rich Human. I expected another "get rich online" course and almost closed the tab. Instead I found real businesses that already make money — named companies with real revenue — and, for Comprehensive tutorials, a copy-and-execute plan broken down to the numbers. Their breakdown answered the three questions I actually had: how much to put in (about $45K), what to build it on (ClickFunnels), and where the customers come from (Advertising on social media, Partnerships). Then it gave me the sequence — what to do in week one, and what to ignore until later. I worked through the checklist in order. ClickFunnels first, then Advertising on social media, Partnerships, then the outreach script — and two paying clients inside a month. The headline budget of about $45K is not a day-one number; I spent the minimum that could produce one customer and let the rest come out of earnings. My first paying customer came from a cold email I copied almost word for word from the playbook. I was scared to hit send. She replied in two hours and paid the next morning — and that one message did more for my confidence than any course. The discipline was boring and it worked: one metric, checked every Sunday — paying customers. Growth meant more of the same channel. A flat week meant a different offer, not a different business. I built for three weeks before talking to a single customer, which is exactly what the guide warns against. My first five conversations changed the offer completely. I wish I had done those five calls in week one. I expected a course and got a technical partner. Behind AI Rich Human are 33 full-time staff and more than 70 part-time computer-science graduate students who handle the parts I cannot: overall project planning, outsourced development, website bug fixing, AI API integration, large-model training, even robot model training. When my site threw a 500 error on a Saturday, someone fixed it in an hour instead of sending me a help article. I undercharged for two months out of fear. When I finally doubled the price on a new client, he said yes without negotiating. The cheap clients had been the difficult ones all along. There is no office and no boss. Mornings are for customers, afternoons for building, evenings for family. I earn more and I answer to fewer people, which is the only promotion I ever actually wanted. My brother laughed when I told him. My old manager said I was throwing away a stable job. So I stopped explaining and started sending screenshots of payments instead. Nobody argues with a bank notification. Today my copy of it pays me every month. The business I copied runs about $80K/mo — I am not at that scale, and I don't need to be: I was earning around $3,400 a month as a caregiver in Guadalajara, and this already beats that, with room to grow. I am not a genius and I cannot code. What changed was copying a proven plan with a team behind me. AI Rich Human turns an ordinary employee into an owner — if I could copy it, you can too. Boredom turned out to be the most profitable decision I made that year. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-228-pyimagesearch-com?lang=en
Story by · Pablo Saito

Pablo Saito — from security guard to copying a $80K/mo business: Comprehensive tutorials

Two things were true at once: I was exhausted, and I was comfortable. Comfort was the problem. I stood at the same gate for 15 years as a security guard, twelve-hour rounds, minimum wage. A colleague forwarded me AI Rich Human during a lunch break. I scrolled past the hype and landed on the part that mattered: actual companies, actual revenue, and a step-by-step breakdown of Comprehensive tutorials written for someone with no budget and no team. People at work found out and made jokes about "internet money". I stopped defending it and just showed the payout screen. The jokes stopped when the numbers got boring and regular. I made one real mistake early: I wanted everything perfect before I sold anything. Two weeks passed — I had a logo, a website, and zero customers. The plan says it plainly: sell first, build second. The moment I sent five rough cold messages, the business started moving. The plan was brutally specific: a launch budget of about $45K, the exact tools it runs on (ClickFunnels), the revenue channels that actually convert (Advertising on social media, Partnerships), and the first steps to land a paying customer. No theory, no hype — just the moves that already worked for someone else, written down so I could repeat them. I blocked out evenings and did exactly what the sheet said: ClickFunnels set up, Advertising on social media, Partnerships opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $45K up front — I put in just enough to get one person to pay, then recycled that money. What actually saved me was the team. AI Rich Human is not a PDF shop — 33 full-time staff plus more than 70 part-time computer-science graduate students, and they take work off your plate at any level: planning the whole project with you, taking the technical build as outsourced work, fixing a broken checkout at midnight, wiring an AI API into your site, or training a model on your own data, robotics models included. When my payment page died on a Friday night, a real engineer answered. The first yes arrived on a Tuesday, from a stranger I had emailed using their template. I rewrote maybe four words. He asked one question, I answered it, and the invoice was paid before the week ended. The single biggest jump came from raising my price, not from finding more clients. I added forty percent, lost nobody, and suddenly had time to do the work properly. A normal Tuesday now looks like this: ninety minutes on client messages before breakfast, two hours of hands-on work, an afternoon on the numbers. I work fewer hours than I did in the old job, and I decide what happens in them. That part I still can't get used to. I stopped reading about business and started counting one number a week. If paying customers went up, I repeated whatever I had done. If they didn't, I changed the price or the pitch. That was the whole system. My version is small and it is mine. It earns less than the $80K/mo the original does — but more than the $3,800 a month I made as a security guard in Cebu, and it grows while I sleep. I cannot code and I have no rich uncle. I had a plan, a link, and a team I could call. That was enough, and it can be enough for you. Nothing about my old life was broken. I just wanted a version of it that I owned. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-228-pyimagesearch-com?lang=en
Story by · Lin Farah

Lin Farah — from warehouse worker to copying a $80K/mo business: Comprehensive tutorials

I almost didn't believe it. I had been burned by "easy money" promises before. I spent 3 years on night shifts in a warehouse, scanning parcels. No degree, no savings. I found AI Rich Human through a search I had almost given up on. What kept me there was not a promise but a spreadsheet: Comprehensive tutorials, what it costs to start, which tools it runs on, and how the first customer actually arrives. What I got was not a course but a build sheet — the launch budget (about $45K), the stack (ClickFunnels), the channels that actually convert (Advertising on social media, Partnerships), and the order to do things in. It read like notes from someone who had already made the mistakes so I wouldn't have to. So I followed it, step by step. I set up ClickFunnels, opened Advertising on social media, Partnerships first, and used their first-customer script to land my first two paying clients within a few weeks. The plan lists a full launch budget of about $45K, but nobody spends that on day one — I started with the smallest slice that could produce a paying customer, and reinvested from the revenue. I sent eleven messages before anyone answered. The twelfth person — a small studio owner — replied "how much?" and paid that afternoon. Eleven rejections cost me nothing but an evening. The part nobody advertises: there is a bench behind the plan. 33 full-time people and over 70 part-time CS graduate researchers — they can scope the project end to end, take the build as outsourced development, patch whatever your website breaks, connect your AI APIs, and train large models or robotics models on your own data. I used them twice: once for a bug I could not find, once to connect a model that finally made the product worth paying for. Nobody warns you about pricing. My first price was so low that I was busy all day and still broke. On the third client I raised it by forty percent and nobody blinked. That same client later sent me two referrals. I also learned to trust numbers over fear. Every week I tracked one thing: paying customers. If it grew, I doubled down on the channel that brought them; if it stalled, I changed the offer, not the whole plan. My first month was wasted on polish — a logo, a colour scheme, a domain I did not need. Nobody bought anything. Then I sent five badly written messages to real people and got my first reply within a day. Sell first, decorate later. My mother asked, twice, whether this was a scam. The third time she asked, it was to find out how much I was making. I did not convince anyone with words — the transfers did it. I still get up early, but now the first hour belongs to me, not to a commute. Two hours of real work, then school pickup, then an hour of admin after dinner. Same number of hours, completely different life. A year ago I was a warehouse worker in Kraków on about $4,200 a month. Today this copy pays me more than that, and the business I copied is doing $80K/mo — proof the ceiling is far above me. Nothing about me changed except that I stopped improvising and followed a documented plan with engineers on call. Honestly, I'm still a little surprised it worked. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-228-pyimagesearch-com?lang=en

See all success stories → I copied this business — let me tell my story

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