REPLICATION GUIDE · AI Businesses

AI SEO content engine

Outrank, formerly ContentPie, is an operating AI SEO service for founders, small businesses and agencies coordinating organic-content production.

● Already earning  $100K/mo  ·  Copy it for about $1.04M

Replication snapshot

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

Monthly revenue$100K/mo
Copy budget$1.04M
Growth channelsEmail marketing, Inbound
Tools to copyNot disclosed
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
Target founder-led B2B software teams lacking an editor. Interview 15 buyers; in month 4, give ten sites one three-day trial limited to two reviewed drafts each. Total copy budget: $1.04M.

Want to see how that $1.04M 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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What this business does

Outrank, formerly ContentPie, is an operating AI SEO service for founders, small businesses and agencies coordinating organic-content production. It researches keywords, drafts articles and images, publishes through customer websites, builds backlinks and refreshes declining pages. Starter Story identifies founder Eugene Zolotarenko; the official information page names Tibo as founder. Outrank reports 4,689 Search Console-connected sites on October 1, 2026, not paying customers. Starter Story estimates approximately $85,000 monthly for 2026, but its Revenue page has no sourced headline run-rate; the currency code and actual current receipts are unverified. The product combines publishing execution with ongoing page maintenance.

Replication breakdown

01

Why it works — and where your opening is

Small B2B teams may coordinate research, drafting, review and publishing across separate tools, leaving an unfinished workflow even after generating a blog post. This is a buyer hypothesis, not a proven customer outcome. Outrank combines those steps and updates older pages, potentially reducing handoffs and editorial administration. A content calendar and recurring refreshes provide reasons for continued use; subscription billing alone does not establish retention. Buyers still need accurate, original material that serves readers. Generic AI writing is easily replicated. A relevant link network might offer differentiation, but its durability and search-policy compatibility are uncertain. A new competitor should test accountable source review rather than promise rankings.
02

The money: revenue, cost, and margin

Monthly revenue$100K/mo

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

Starter Story estimates about $85,000 monthly for 2026, while its Revenue page lacks a sourced headline run-rate. This automated research is not verified receipts; dollar-sign currency, current profit and telephone verification are unavailable. Preserve the US$1,040,000 startup estimate and US$2,080,000 monthly startup-times-two model, not actual revenue or a forecast. For a proposed US$299 monthly plan with eight articles, assumed APIs US$8, images US$4, hosting US$5, four editorial hours US$160, support US$20, payment fees US$9.27 and refunds US$5.98 total US$212.25. Contribution is US$86.75 before engineering, acquisition, fixed costs and tax. These estimates are not Outrank's costs or profit.
03

Where the revenue comes from

Outrank's Organic Growth subscription is US$99 monthly or US$999 annually for 30 articles, according to its pricing and official information pages. Businesses pay for ongoing research, content production and publishing. Additional revenue offers include article-volume upgrades, human curation, backlink packages, tools and one-time directory submission. A three-day free trial produces watermarked articles. Terms permit first-time subscribers one full-refund request within seven calendar days of initial payment; afterward purchases are nonrefundable. Cancellation is advertised as available anytime. Actual revenue mix remains unknown. Enabling a backlink package may publish links automatically without preview, so purchasers must understand its separate risks and permissions.
04

Tools you need to replicate it

Official documentation describes keyword research, source-linked drafts, images, a publishing calendar, CMS connections, backlink verification and Search Console-driven refreshes. Integrations include WordPress, Webflow, Shopify, Wix, Framer, Notion, Ghost, Next.js and webhooks; REST API and CLI access are documented. Automated link and date checks are not complete human fact-checking. In a January 7, 2026 Indie Hackers interview, Eugene described Next.js, TypeScript, PostgreSQL and Tailwind as the product's stack. This is a dated founder account, not an independently audited current inventory. Model providers and the complete current infrastructure were not verified. The narrower architecture below is a replication proposal.

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 Petrov

Yara Petrov — from line cook to copying a $100K/mo business: AI SEO content engine

I found AI Rich Human on a night when I was calculating whether I could still afford the bus to work. I worked the line in a restaurant kitchen for 10 years — split shifts, burns, tips split three ways. 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 AI SEO content engine, a copy-and-execute plan broken down to the numbers. 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. Their breakdown answered the three questions I actually had: how much to put in (about $1.04M), what to build it on (off-the-shelf tools), and where the customers come from (Email marketing, Inbound). 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. off-the-shelf tools first, then Email marketing, Inbound, then the outreach script — and two paying clients inside a month. The headline budget of about $1.04M 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. 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. 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. 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. 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. 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. Today my copy of it pays me every month. The business I copied runs about $100K/mo — I am not at that scale, and I don't need to be: I was earning around $4,200 a month as a line cook in Lyon, 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. Two years later I still take the bus. I just don't count the coins first. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-391-outrank-so?lang=en
Story by · Pablo Aziz

Pablo Aziz — from administrative assistant to copying a $100K/mo business: AI SEO content engine

I am not going to pretend this was easy. It took four months before anyone paid me a cent. For 13 years I was an administrative assistant — booking rooms, filing invoices, and a salary that never moved. 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 AI SEO content engine written for someone with no budget and no team. The plan was brutally specific: a launch budget of about $1.04M, the exact tools it runs on (off-the-shelf tools), the revenue channels that actually convert (Email marketing, Inbound), 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: off-the-shelf tools set up, Email marketing, Inbound opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $1.04M up front — I put in just enough to get one person to pay, then recycled that money. 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. 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. 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. 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 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. 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. My version is small and it is mine. It earns less than the $100K/mo the original does — but more than the $4,600 a month I made as a administrative assistant in Marseille, 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. Four months is a long time. It is still shorter than any degree I ever finished. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-391-outrank-so?lang=en
Story by · Lin Mendes

Lin Mendes — from retail salesperson to copying a $100K/mo business: AI SEO content engine

I read the whole plan twice before I believed a word of it. For 16 years I sold phones in a mall kiosk — twelve-hour shifts, commission barely covering rent. 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: AI SEO content engine, what it costs to start, which tools it runs on, and how the first customer actually arrives. 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. 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. What I got was not a course but a build sheet — the launch budget (about $1.04M), the stack (off-the-shelf tools), the channels that actually convert (Email marketing, Inbound), 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 off-the-shelf tools, opened Email marketing, Inbound 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 $1.04M, but nobody spends that on day one — I started with the smallest slice that could produce a paying customer, and reinvested from the revenue. 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. 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. 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 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. 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. A year ago I was a retail salesperson in Tulsa on about $5,000 a month. Today this copy pays me more than that, and the business I copied is doing $100K/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. By the third read I had already started. That is usually how belief arrives. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-391-outrank-so?lang=en

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