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An AI agent that watches Upwork around the clock, qualifies jobs and writes personalised proposals — sold to agencies at $79-$500/mo through two coaches, with zero ad spend
$79 / $300 / $500 plans · $0 paid ads
"Instead of going out to them directly using paid ads or cold email at scale, I identify the layer above them — a profile of user who has access to them." He calls them connectors. Two Upwork coaches produced most of $10K MRR.
Fewer bars = easier, cheaper, or faster for an AI-assisted solo builder. Editorial judgments based on the case details.
Ivan is a builder from Macedonia. For five years he ran MB Masters, a software development agency that did over seven figures and grew to almost 20 full-time employees. Its main client acquisition channel was Upwork — which he calls a very underrated source of quality leads. The pain was arithmetic. Around 200,000 jobs are posted on Upwork each month, spread across all 24 hours of the day. It takes roughly 10 minutes to qualify a job and write a personalised proposal for it. So a human either misses most of the good jobs or burns their week on bidding. Ivan's read: "this seemed like a perfect case where an agent would outperform a human in this task by like 10 times or even more." He built the first version himself over a weekend as an internal tool for the agency. It crushed for them. He then ran a small beta with friends who were also agency owners. Between them, those beta users closed three five-figure clients within two weeks of using the tool. That was the signal. He rebuilt it as a real product over the following three months and launched it standalone as Lancer. Lancer hit $10,000 a month in the third or fourth month after launching, with zero paid ads. On camera Ivan frames the whole thing as a side project running alongside a profitable agency — which is both why he could afford a patient distribution strategy and why the tool existed at all. His closing regret is worth reading if you are sitting on a profitable services business. He says he delayed jumping into products to optimise for income and financial security, and now thinks that was the wrong call, because the skills you learn building and growing software "would be worth more than any income you can generate in a year or two."
There were no ads and no audience. Ivan built the first version over a weekend as an internal tool for MB Masters, the software agency he had run for five years to over seven figures and nearly 20 full-time employees, where Upwork was already the main client-acquisition channel.
The quick-reference card — acquisition channels, replication playbook, and risk map — is members-only.
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Two production-grade prompts per idea — a full build spec and an SEO growth plan — plus 10 tailored build specs a week. Members only.
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Data credibility: Founder interview on Starter Story. Ivan stated $10,000/month reached in the third or fourth month after launch; the figure is self-reported and unaudited and we did not independently verify it. All three price points ($79 for 30 proposals plus $2 overage, $300 for 250 plus $1.50 overage, $500 unlimited) are stated by the founder. The '200,000 jobs posted per month' Upwork figure and the '10 minutes to qualify and write a proposal' estimate are his, not third-party data. The beta result — three five-figure clients closed across a few users in two weeks — is a founder recollection, not a documented case study. The claim that Lancer generates 'five to six figures a month' for its users is the founder's marketing language, unverified, and should not be read as a typical outcome. The affiliate tool Tolt is rendered as 'Told' in the auto-transcript.
The first paying customers were agencies, and the product they bought is time on a specific repetitive task: around 200,000 jobs are posted on Upwork each month across all 24 hours, and qualifying one and writing a personalised proposal takes roughly ten minutes by hand.
The flywheel is the connector relationship, and it turns because the economics suit the coach rather than because of any loyalty to the product.
Lancer never had a long stretch without signal, and that was by construction rather than luck.
The rest of this breakdown — 10 more sections — is in the Unicorn Club, with every section of all 1,335 ideas: first customers, first dollar, the flywheel, and the silent stretch.
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