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They didn't build a Shopify app — they bought a neglected, one-star-drifting one for ~2x revenue and ran it for a decade into a business worth millions.
"Why not buy some revenue right now?" Instead of building a product from their brains into code, they used Rob Walling's stair-step idea and bought a distressed app that already had customers, an app store, and a market they knew cold.
Fewer bars = easier, cheaper, or faster for an AI-assisted solo builder. Editorial judgments based on the case details.
Andrew and Two had been working together since 2009 — first a nonprofit project, then freelance e-commerce and medical e-commerce builds for fairly big companies. They incorporated Cleverific around 2012 but didn't have an app in the Shopify ecosystem until 2015. The turning point wasn't an idea. It was a purchase. Andrew had fallen into the bootstrapper orbit — MicroConf, Rob Walling's 'Startups for the Rest of Us,' Patrick McKenzie writing about selling his Appointment Reminders app through the broker FE International. Walling's 'stair-step approach' reframed everything: you don't have to conjure a product from scratch, you can acquire one. Andrew saw Edit Order listed on FE International's site and brought it to Two: 'Two, this could be a really good opportunity. It's already got revenue. There's an app store we're already familiar with. It's in e-commerce, on Shopify, and we know that stuff like the back of our hands. Why not buy some revenue right now?' Edit Order did one thing its name promised — it let merchants edit an order after checkout, at a time when Shopify itself couldn't. The founder's official workaround was 'cancel the order and have the customer re-do it,' which is a great way to lose a sale. That gap was the product. Our read: this is the cleanest 'acquire, don't build' case in the batch. They bought validation. The idea risk, the will-anyone-pay risk, the does-the-market-exist risk — all removed on day one because the app already had paying customers.
Cleverific's first customers arrived with the wire transfer. When Andrew and Two bought Edit Order off FE International's listing around 2015, roughly $10,000 in monthly recurring revenue — about $120,000 a year — came with it, along with the Shopify App Store listing that produced it.
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“So, if you're looking at around 10K MR there, um, you know, that's like 120K ARR.”
8:11 · hear it in the videoData credibility: Founder interview on the 'Unofficial Shopify Podcast' (ethercycle) with Cleverific's two co-founders, Andrew and Two — a show Cleverific sponsors, which is disclosed. Acquisition figures (~$10K MRR / ~$120K ARR at purchase, ~2x revenue multiple, ~$70K seller's note, mostly cash) are stated directly and frankly by the founders but are self-reported and unaudited. Current revenue and the 'worth millions' valuation are asserted, not shown. Historical context (2021 apps selling at 10x, current 2–2.5x) is the founders' characterisation of the market.
The first dollar was already in motion before they owned it. Edit Order billed merchants monthly through Shopify's app billing, so on the day the transfer closed, roughly $10,000 of subscription revenue was scheduled to land that month without a single new sale.
The flywheel here is retention plus the app-store listing, and it starts turning when churn drops.
The stretch without visible feedback was not a pre-revenue wait — revenue arrived on day one — it was the two-year rebuild.
Cleverific (the renamed Edit Order) is a Shopify app that lets a merchant edit an order after it's placed — add items, change sizes, fix mistakes — without cancelling and re-charging. The canonical use case Andrew gives: a store sells a diaper bag, free shipping kicks in over ~$100, so a customer buys just the bag, then immediately emails support saying 'I forgot the matching accessory, can you add it without me paying shipping again?' Before Cleverific, that's a manual support headache. With it, the merchant (or the customer, on a time-limited self-serve window on the thank-you page) edits the order in place. It sounds mundane. It is also deeply sticky: order editing sits in the critical path of a store's operations and revenue recovery, which is exactly why merchants keep paying for it for years. Our read: the boringness is the point. This isn't a viral consumer app; it's infrastructure for other people's businesses. The demand is permanent because the problem — customers change their minds after checkout — is permanent. That's what made it a safe thing to buy and a durable thing to own.
Subscription SaaS through the Shopify App Store — merchants pay monthly. The interesting numbers are the acquisition economics, which Andrew and Two lay out unusually openly. At purchase, the app was around $10K MRR — roughly $120K ARR. They paid about 2x revenue for it. Andrew's framing: 'It's actually almost free if you think about it. If you were selling the same app today you're probably going to expect somewhere between three to five x.' In the 2021 frenzy, apps went for 10x; by the podcast's present, 2–2.5x is described as a very good deal. They bought at the cheap end of the historical range. Structure: close to 100% cash on hand, with a seller's note of about $70K — meaning part was seller-financed. Their point to listeners is that acquisition is more accessible than it looks: 'There are a lot of financing options you can potentially negotiate.' The app is now described as run for 10 years and turned into 'quite the powerhouse, quite the enviable business' — the video's framing is 'now worth millions,' though they don't state a current figure. Our read: the whole model rests on buying at a sane multiple. At 2x a $120K-ARR app, you're paying ~$240K for something throwing off cash immediately — recoverable in a couple of years even before you improve it. That's a fundamentally different risk profile from building for a year with zero revenue.
They bought a distressed asset — Andrew calls it 'a little bit of a distressed property' that was 'starting to get one-star reviews.' Their turnaround moves are concrete and copyable. Day one, before touching the code, they emailed the entire customer base: 'Hi, I'm Andrew, this is Two, and together we are the new owners of Edit Order.' They introduced themselves and laid out their plans. Re-establishing trust with an anxious, under-served user base was step one. On the technical side, they refused to do the tempting thing. Rather than rewrite the app (Andrew: 'the last thing you ever want to do is rewrite an app'), they ran a two-year, piece-by-piece migration using the 'strangler fig' pattern — building a shell around the old app that gradually replaces its internals, one component at a time, without ever taking the service down. This is how you modernise a live, revenue-generating product without breaking the thing you paid for. Customer support was treated as a core investment, not a cost: their first hire besides themselves was a support person, and 'that seat has never really been empty' — to this day the founders still rotate into support. Andrew also names the metrics that matter for anyone buying an app: keep churn below 5% (ideally 2–3%), and revisit pricing at least once a year with real experiments. He frames a high churn rate as a *negotiating lever* when buying a distressed app — if you believe you can fix it, it lowers your purchase price.
Platform dependency is the defining risk of any app built on someone else's store, and Andrew is candid about it. Shopify controls whether you're in the app store at all, and dictates changes you must make to support new platform features. He calls building on Shopify 'rebuilding the plane while it's in flight.' The specific threats he names: Shopify could build your feature natively and 'eat your lunch'; an API change could break you; or an API you depend on could be removed. His mitigation — and it's a real one — is investing in genuine relationships with Shopify's dev advocates and product team, and showing up at their events (Editions), so you have warning and voice. The handoff itself carried a hidden risk that nearly bit them: within the first week they had a six-hour outage because the acquisition transferred two Google Cloud accounts, one of which they didn't know held production systems, so its billing lapsed and it got shut off. The lesson for any acquirer: audit every piece of infrastructure at handoff, because the seller's mental map is not documented. Ecosystem attrition is real: Andrew recalls a Shopify Flow launch-partner slide where '75% of those apps are no longer with us.' Surviving a decade in an app store is itself the achievement. And the numbers are founder-reported on a podcast that Cleverific sponsors — the acquisition figures are stated frankly, but current revenue/valuation ('worth millions') is asserted, not shown.
Copy the core thesis: for a product person, buying a small, profitable, neglected app in an ecosystem you know can beat building from zero. You skip idea risk, market risk, and the long revenueless build. The stair-step logic Andrew took from Rob Walling — acquire cash flow first, learn the business, improve it — is the whole play. Copy the acquisition discipline: buy at a sane multiple (2–3x for a small app is good; the 10x era is over), use seller financing to reduce cash outlay, and treat a fixable churn rate as a price-lowering negotiation lever. Look at brokers like FE International and the marketplaces where small SaaS and apps change hands. Copy the turnaround sequence: introduce yourself to customers before changing anything, invest in support immediately, and modernise via strangler-fig migration rather than a rewrite that risks the asset. What to change / heed: pick an ecosystem where you have genuine domain depth — Andrew and Two knew Shopify e-commerce 'like the back of our hands,' and that's what let them evaluate the opportunity and fix it. Buying an app in a domain you don't understand is buying a problem you can't diagnose. And build the platform-relationship muscle early; on someone else's store, your warning system for existential changes is your relationships, not your code. Our read: this is the most beginner-hostile-sounding but actually lowest-validation-risk path in the batch — it needs capital and domain knowledge, but almost eliminates the guess-if-anyone-wants-it risk that kills most builds.
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