REPLICATION GUIDE · AI Businesses

Credit-based keyword research

SEO Stuff began as Yossi Segev's credit-based keyword tool, launched December 4, 2023 to spare occasional users unused subscription costs.

● Already earning  $8K/mo  ·  Copy it for about $28K

Replication snapshot

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

Monthly revenue$8K/mo
Copy budget$28K
Growth channelsWord of mouth, Email marketing
Tools to copycrisp, React
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 fifteen volunteer adults for one founder hour each including preparation/follow-up; run three separate one-hour demonstrations including preparation and research follow-up. Give five free 20-credit accounts, then seek five buyers at US$39 for 100 credits, one lookup per credit. Total copy budget: $28K.

Want to see how that $28K 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

SEO Stuff began as Yossi Segev's credit-based keyword tool, launched December 4, 2023 to spare occasional users unused subscription costs. He had sixteen years' mobile/web development experience. His early Starter Story interview reported $1,823 cumulatively from 116 customers; currency and exact cutoff were unspecified, and this was not MRR. Segev announced an acquisition on November 27, 2024 on WIP without buyer or price details. In October 2026, the same website names Alex Groberman as its operator and offers keyword/backlink tools plus content and AI-search services. Its 4,000+ entrepreneur claim is not a verified active-paying count. Current finances and the precise ownership-transfer chain remain unverified; the site is publicly operating.

Replication breakdown

01

Why it works — and where your opening is

Occasional researchers may pay for unused capacity in subscription SEO suites, while free tools can lack useful metrics. Segev described this frustration from his own projects; it does not establish every buyer's needs. Credits connect spending to queries, and saved reports reduce repeated work. Clear data dates, source labels and exportable briefs could help customers judge uncertainty rather than treat difficulty scores as promises. New campaigns create repeat-purchase opportunities, but present retention is unverified. Licensed data is available to competitors, so no exclusive moat is established. A local-service niche with understandable dated reports is a testable choice advantage, separate from the current company's broader execution packages.
02

The money: revenue, cost, and margin

Monthly revenue$8K/mo
Revenue per employee$91.3K /yr

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

The early founder interview reports $1,823 cumulative receipts, not MRR; currency/cutoff are unspecified. Starter Story's June 2024 $7.6K monthly figure extrapolates a $250 day. Current revenue, profit and telephone verification remain unknown. Preserve US$28,000 startup and US$56,000 monthly as startup×2 planning, not actual income or forecasts. Our limited US$39 pack costs US$22.42 in licensed data, hosting, paid labor, payments and refunds, contributing US$16.58 before acquisition/fixed costs. Five packs collect US$195; full acquisition US$2,603 produces a US$2,520.10 partial loss before other fixed costs/tax. Whole funding gap is US$27,805 including reserve. Revenue is not profit; outcomes are unpromised.
03

Where the revenue comes from

The October 2026 official description explicitly quotes US dollars: US$49 for 400 research credits and US$99 for 3,000, bought once without renewal. Keyword and backlink results consume credits; free tools or a manual audit can lead to a purchase. The US$999 execution package includes an audit, ten content pages, three authority placements, 3,000 credits and a dashboard, advertised within twenty-one business days. Content and authority bundles cost US$899. These are current offers, not verified sales or Segev's original price list. Terms dated December 2023 allow unused-credit refunds within seven days and preserve statutory rights. Rightcited is a separate subscription product; no verified affiliate-income amount is available.
04

Tools you need to replicate it

Segev's original interview names Notion for planning, Metabase and Plausible for analytics, Logsnag for signup/payment alerts and Crisp for support. These are historical disclosures, not proof of the present stack. Current product pages describe Google keyword volume/CPC, an unnamed licensed SEO provider, a commercial backlink index, CSV exports and saved reports. The service checkout links to Stripe. Current hosting, database, framework versions and underlying AI vendors remain unverified. For the proposed narrow replica, buy licensed data, authentication, storage, monitoring and hosted checkout; build source/date displays, query jobs and the credit ledger. No generative AI is needed, and paid-link execution is outside the pilot.

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 · Daniel Nyberg

Daniel Nyberg — from warehouse worker to copying a $8K/mo business: Credit-based keyword

There is a version of this story where I never clicked the link. I clicked it out of boredom at one in the morning. I spent 6 years on night shifts in a warehouse, scanning parcels. No degree, no savings. 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 Credit-based keyword, 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 $28K), what to build it on (crisp, React), and where the customers come from (Word of mouth, Email marketing). 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. crisp, React first, then Word of mouth, Email marketing, then the outreach script — and two paying clients inside a month. The headline budget of about $28K 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 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. 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. 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 $8K/mo — I am not at that scale, and I don't need to be: I was earning around $3,400 a month as a warehouse worker in Osaka, 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-72-seo-stuff-com?lang=en
Story by · Aisha Kim

Aisha Kim — from delivery driver to copying a $8K/mo business: Credit-based keyword

Two things were true at once: I was exhausted, and I was comfortable. Comfort was the problem. I drove deliveries for 9 years, paid per drop, my back and my bank account both aching. 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 Credit-based keyword written for someone with no budget and no team. The plan was brutally specific: a launch budget of about $28K, the exact tools it runs on (crisp, React), the revenue channels that actually convert (Word of mouth, Email marketing), 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: crisp, React set up, Word of mouth, Email marketing opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $28K 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 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. 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. 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. 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. 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. My version is small and it is mine. It earns less than the $8K/mo the original does — but more than the $3,800 a month I made as a delivery driver in Valencia, 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-72-seo-stuff-com?lang=en
Story by · Tomás Saito

Tomás Saito — from caregiver to copying a $8K/mo business: Credit-based keyword

I almost didn't believe it. I had been burned by "easy money" promises before. For 12 years I looked after elderly patients in their homes — lifting, cleaning, paid almost nothing. 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: Credit-based keyword, 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 $28K), the stack (crisp, React), the channels that actually convert (Word of mouth, Email marketing), 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. 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. So I followed it, step by step. I set up crisp, React, opened Word of mouth, Email marketing 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 $28K, 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. 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. 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. 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. 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. 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. A year ago I was a caregiver in Adelaide on about $4,200 a month. Today this copy pays me more than that, and the business I copied is doing $8K/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-72-seo-stuff-com?lang=en

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

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