REPLICATION GUIDE · AI Businesses

AI revenue orchestration

Warmly is an operating B2B sales and marketing platform that connects website intent with lead routing, chat and AI-assisted outreach.

● Already earning  $300K/mo  ·  Copy it for about $130K

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$130K
Growth channelsContent marketing, Organic social media
Tools to copySlack
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
Independent proposal, not Warmly's operations: build a first-party lead-routing service for small B2B SaaS teams using one CRM. Interview ten sales and privacy leads; recruit two paid, ninety-day pilots at USD 5,000 each. Total copy budget: $130K.

Want to see how that $130K 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

Warmly is an operating B2B sales and marketing platform that connects website intent with lead routing, chat and AI-assisted outreach. It serves revenue teams trying to turn relevant visits into sales conversations. Official materials identify cofounders Maximus Greenwald, Alan Zhao and Carina Boo; earlier team histories also name Val Yermakova. A June 30, 2026 announcement disclosed an agreement for HubSpot to acquire Warmly, without establishing completion here. Its live website and pricing were checked on October 19, 2026. Current customer totals and independently verified revenue remain unknown.

Replication breakdown

01

Why it works — and where your opening is

Revenue teams can lose useful context when website activity, CRM records and conversations sit in separate systems. Warmly connects those signals with timely engagement and routing, potentially reducing manual research and handoffs. That benefit depends on lawful data access, match quality and competent follow-up, rather than identifying every visitor. Repeated website visits and ongoing pipeline reviews create reasons to reuse the product. Integration breadth and accumulated workflow context may make replacement costly; this is a business interpretation, not a proven exclusive moat or a guaranteed increase in sales.
02

The money: revenue, cost, and margin

Monthly revenue$300K/mo
Revenue per employee$53.3K /yr

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

Greenwald's May 2026 LinkedIn update reports $7,628,334 ARR. Starter Story separately converts a March 2025 podcast's $3.2 million ARR into about $267,000 monthly. These are dated self-reported or secondary annual run-rates, not audited monthly sales; currency codes are unstated. Current profit and telephone verification remain unknown. The retained USD 130,000 startup budget and USD 260,000 monthly display use the startup-times-two planning rule, not Warmly's actual spending or earnings. Independent costs include developers, cloud, CRM integration, AI, support, privacy review and acquisition. Revenue is not profit; no earnings are promised.
03

Where the revenue comes from

Warmly sells business software subscriptions through sales discussions. Its pricing page, checked October 19, 2026, lists annual starting prices of $10,000 for web identification, $20,000 for inbound chat and $30,000 for inbound autopilot, with credit allowances and separately priced quarterly options. Currency codes are unstated; confirm quote scope and taxes. Buyers pay for engagement and automation capabilities, with optional additions. The terms describe prepaid, nonrefundable fees and thirty-day nonrenewal notice. Advertised prices are neither revenue nor profit. The independent pilot below has its own proposed pricing and refund terms.
04

Tools you need to replicate it

Official Warmly documentation lists integrations with HubSpot CRM, Salesforce, Slack and OpenAI, linking customer records, alerts and AI conversations. These are publicly offered integration capabilities, not evidence that every customer uses them or proof of Warmly's internal infrastructure. The complete production database, hosting architecture and model configuration were not verified. For an independent pilot, hosted authentication, a relational database, a payment processor and a customer-authorized CRM API are recommendations only. Build the consent-aware event routing and audit trail yourself; retain human approval for consequential outbound messages.

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 · Sofia Ramos

Sofia Ramos — from warehouse worker to copying a $300K/mo business: AI revenue orchestration

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 9 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 AI revenue orchestration, 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 $130K), what to build it on (Slack), and where the customers come from (Content marketing, Organic social media). 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. Slack first, then Content marketing, Organic social media, then the outreach script — and two paying clients inside a month. The headline budget of about $130K 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 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 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. 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. 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 $3,400 a month as a warehouse worker in Busan, 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-240-warmly-ai?lang=en
Story by · Ivan Alves

Ivan Alves — from delivery driver to copying a $300K/mo business: AI revenue orchestration

Two things were true at once: I was exhausted, and I was comfortable. Comfort was the problem. I drove deliveries for 12 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 AI revenue orchestration 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. The plan was brutally specific: a launch budget of about $130K, the exact tools it runs on (Slack), the revenue channels that actually convert (Content marketing, 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: Slack set up, Content marketing, Organic social media opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $130K 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. 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. 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. 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 $300K/mo the original does — but more than the $3,800 a month I made as a delivery driver in Tunis, 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-240-warmly-ai?lang=en
Story by · Mei Costa

Mei Costa — from caregiver to copying a $300K/mo business: AI revenue orchestration

I almost didn't believe it. I had been burned by "easy money" promises before. For 15 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: AI revenue orchestration, 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 $130K), the stack (Slack), the channels that actually convert (Content marketing, 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. 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. So I followed it, step by step. I set up Slack, opened Content marketing, 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 $130K, 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. 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. 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 caregiver in Medellín on about $4,200 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. Honestly, I'm still a little surprised it worked. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-240-warmly-ai?lang=en

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

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