REPLICATION GUIDE · AI Businesses

Marketing attribution software

Wicked Reports is an operating attribution SaaS for ecommerce brands, subscription businesses and agencies deciding how to allocate advertising budgets.

● Already earning  $300K/mo  ·  Copy it for about $700K

Replication snapshot

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

Monthly revenue$300K/mo
Copy budget$700K
Growth channelsOrganic social media
Tools to copyShopify, WooCommerce
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
Use two paid developers for nine months plus a data specialist. Frontend: connection status, campaign/cohort dashboard and explainable decision history. Total copy budget: $700K.

Want to see how that $700K 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

Wicked Reports is an operating attribution SaaS for ecommerce brands, subscription businesses and agencies deciding how to allocate advertising budgets. It connects marketing touches with orders and distinguishes first-time customers from repeat buyers, with cohort reporting and decision support. Founder Scott Desgrosseilliers describes originating the business from a friend's lobster-store measurement problem in 2014; he previously administered databases at Apartments.com. Starter Story's researched profile identifies the same business and founder but labels its revenue figure an AI-compiled estimate. The official product and pricing pages confirm ongoing sales. Current audited revenue, profit and customer count are not established.

Replication breakdown

01

Why it works — and where your opening is

Growth teams can receive conflicting conversion totals from advertising platforms and lose the connection between an early click, email nurture and later orders. Joining first-party touches with sales records provides a shared basis for campaign decisions and separates acquisition from repeat purchases. Less spreadsheet reconciliation is a plausible benefit, not a measured time-saving claim. Continuous data connections, weekly reviews and cohort histories can support renewal, but observed retention is unavailable. Reliable integrations and explainable attribution may become advantages; accuracy superiority and exclusive technology are not independently established. A new entrant must test a specific workflow advantage rather than promise better advertising outcomes.
02

The money: revenue, cost, and margin

Monthly revenue$300K/mo
Revenue per employee$107K /yr

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

Wicked Reports sells recurring attribution subscriptions and optional feature add-ons. Its Starter Story profile estimates about $250,000 monthly revenue as of 2025, explicitly from automated secondary research; that is not verified actual revenue, and currency is unspecified. Current profit, margins and costs are unknown; no telephone verification is available. The independent startup model retains US$700,000, with US$1,400,000 monthly display calculated as startup multiplied by two because current actual revenue is unavailable. This is a planning placeholder, not company revenue, profit or a guarantee. Paid developers, connector maintenance, data/cloud, support, acquisition and payment processing consume cash; AI/GPU is deferred in the proposed MVP.
03

Where the revenue comes from

Brands purchase SaaS access to connect advertising and sales data, choosing a capability tier and revenue band. The current official pricing page shows monthly Measure US$499, Scale US$699 and Maximize US$999 for businesses with annual revenue up to $2.5 million. Terms specify US dollars unless otherwise stated. Bands use trailing twelve-month gross revenue and update at renewal. Measure and Scale can add Advanced Signal or 5 Forces AI for US$199 monthly each; Maximize includes them. Enterprise starts at US$4,999 for larger organizations. Subscription and add-on revenue shares, discounts and realized receipts remain unpublished.
04

Tools you need to replicate it

Official pricing documents standard advertising, cart and CRM integrations, cohort and lifetime-value reports, and higher-tier outbound APIs, currency conversion and international time-zone loading. Maximize includes Meta CAPI signals, 5 Forces AI, custom conversions and Amazon revenue integration. The homepage additionally offers an Analyst and MCP access for customers connecting their own AI assistants. These are verified product capabilities and customer connections, not proof of the company's internal stack. Terms mention experimental AI including ChatGPT, without establishing current deployment. Internal programming languages, databases and cloud provider remain unverified. The architecture below is an independent recommendation.

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 · Sana Takeda

Sana Takeda — from administrative assistant to copying a $300K/mo business: Marketing attribution

I did this for my daughter. I was tired of choosing between rent and her school fees. For 12 years I was an administrative assistant — booking rooms, filing invoices, and a salary that never moved. 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 Marketing attribution, a copy-and-execute plan broken down to the numbers. 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. Their breakdown answered the three questions I actually had: how much to put in (about $700K), what to build it on (Shopify, WooCommerce), and where the customers come from (Organic social media). Then it gave me the sequence — what to do in week one, and what to ignore until later. 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 worked through the checklist in order. Shopify, WooCommerce first, then Organic social media, then the outreach script — and two paying clients inside a month. The headline budget of about $700K 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. 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. 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. Today my copy of it pays me every month. The business I copied runs about $300K/mo — I am not at that scale, and I don't need to be: I was earning around $1,500 a month as a administrative assistant in Porto, 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. The first month I paid both without panic, I cried. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-333-wickedreports-com?lang=en
Story by · Viktor Gupta

Viktor Gupta — from retail salesperson to copying a $300K/mo business: Marketing attribution

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 15 years I sold phones in a mall kiosk — twelve-hour shifts, commission barely covering rent. 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 Marketing attribution written for someone with no budget and no team. The plan was brutally specific: a launch budget of about $700K, the exact tools it runs on (Shopify, WooCommerce), the revenue channels that actually convert (Organic social media), 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: Shopify, WooCommerce set up, Organic social media opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $700K 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. 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. 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. 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 $300K/mo the original does — but more than the $1,800 a month I made as a retail salesperson in Busan, 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. 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-333-wickedreports-com?lang=en
Story by · Hana Novak

Hana Novak — from call-center agent to copying a $300K/mo business: Marketing attribution

Two things were true at once: I was exhausted, and I was comfortable. Comfort was the problem. I read scripts to angry customers for 3 years, monitored every second, burned out at twenty-eight. 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: Marketing attribution, 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. What I got was not a course but a build sheet — the launch budget (about $700K), the stack (Shopify, WooCommerce), the channels that actually convert (Organic social media), 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 Shopify, WooCommerce, opened Organic social media 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 $700K, 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. 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. 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. 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 call-center agent in Tunis on about $2,000 a month. Today this copy pays me more than that, and the business I copied is doing $300K/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. 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-333-wickedreports-com?lang=en

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