I helped build this.
Here's what it's
become.

The Shopify Partner Program in 2026 is bigger, more commercially competitive, and harder to navigate than at any point in its history. The revenue share structure changed in January 2025, the tier system was rebuilt around quarterly commercial performance, and the app store now adds roughly 800 new listings a month. The program still rewards partners who help merchants succeed, but the floor is higher and the competition is global.

The first time I tried to explain the Shopify Partner Program to someone outside the company, I was probably three months in, sitting in the Ottawa office, and I kept tripping over my own description. It wasn't a reseller program. It wasn't an affiliate program. It wasn't an app store in the traditional sense. It was all of those things and none of them, and the point was to build a flywheel where the people who helped merchants succeed (the agencies, the developers, the app builders) were directly rewarded when those merchants succeeded on Shopify.

That was the core insight. Shopify was not going to build everything merchants needed. It couldn't. What it could do was create the conditions for a world-class ecosystem of third parties who would build what Shopify couldn't, sell it to merchants, and share in the value created. The partner program was the infrastructure for that alignment.

That was well over a decade ago. The program I helped design is now one of the largest commerce partner ecosystems on the planet, 17,600+ apps, 10,000+ partners, and partner and developer revenue that has crossed into the billions. The structure is recognizable. A lot of the details are not.

Here's what's actually going on.

The original logic,
and what I got
right and wrong.

The problem the partner program was designed to solve was actually a confidence problem. Merchants in 2010 and 2011 were skeptical of Shopify because it was a small, Canadian company competing against platforms with longer track records and more native features. The question we heard constantly: "What if Shopify doesn't build the thing I need?"

The answer was the ecosystem. If we could show merchants that a developer community would build anything Shopify didn't, and that those developers were vetted, incentivized, and accountable, merchants would feel safer committing to the platform. The app store was the proof point. The partner program was the mechanism that made developers want to build for it.

The revenue share model (Shopify taking a percentage of app revenue, leaving the rest to developers) was the central incentive. The logic was direct: if a developer builds something that helps a merchant succeed, the merchant pays for it, and Shopify takes a share of what flows through the platform. Everyone's interests pointed the same direction.

What I got right: the flywheel works. The ecosystem really did accelerate Shopify's merchant adoption in a way that building everything in-house never could have. The diversity of what partners built (thousands of use cases Shopify's own product team would never have prioritized) is the actual competitive moat that makes the platform hard to leave.

What I didn't fully anticipate: the tension that emerges when Shopify starts building things partners built first. Email marketing. Forms. Analytics. Review management. When the platform grows large enough to afford its own product team for every category, the question of where Shopify stops and partners start gets genuinely uncomfortable. I'll come back to this.

The second thing I didn't fully anticipate: the quality problem that comes with scale. At 17,600 apps, the App Store has as many redundant, abandoned, or low-quality listings as it has genuinely excellent ones. Managing that surface area (keeping the signal-to-noise ratio high enough that merchants can find what they need) became a real operational challenge that the Built for Shopify program is the current answer to. For app founders weighing the work, I break down whether Built for Shopify certification is worth chasing.

The four tracks,
and how each one
actually earns.

For anyone less familiar: the partner program has four distinct tracks, each with its own earning model and relationship to Shopify merchants.

The agency tier structure in 2026 runs quarterly evaluations across three dimensions: new referral and co-sell revenue, existing merchant revenue, and total net-new merchant acquisition. Tiers update on January 1, April 1, July 1, and October 1. Select tier requires $100K in new referral revenue or $500K in existing merchant revenue. Platinum requires $5M+ in new revenue and at least six active Plus or Enterprise clients.

One notable 2026 update: credentials are waived for tier qualification this year. Commercial activity is the only measure that counts. The Plus Certified App Program and the old Technology Track tier branding were sunset in December 2025 in favour of the new Certified Technology Partner Program. If an agency calls itself a "Shopify Plus partner" today, what that actually means is they sit at the Plus tier or higher in the current quarterly-evaluated system.

The changes that
actually matter to
partners right now.

The single most consequential structural change in this period: the revenue share threshold shifted from an annual reset to a lifetime cap. Before January 2025, app developers got 0% revenue share on the first $1M in app revenue per year. Every calendar year, the clock reset. A developer doing $3M ARR paid 0% on the first million and whatever the blended rate was above that, and then got the threshold back every January.

That model is gone. The $1M threshold is now a one-time lifetime cap. Once you've crossed it, you pay 15% (down from the old 20%) on everything above it, forever. Revenue earned before January 1, 2025 doesn't count toward the threshold, so developers who were established before that date effectively got a clean start on the new model. New developers entering the market after 2025 will hit the threshold once and stay above it permanently once their total earnings clear $1M. I built a free revenue-share calculator that models your crossover and shows your take-home under the new structure.

For a developer doing $500K ARR, this is a straightforward improvement, you pay 0% until you've crossed $1M in lifetime earnings, full stop. For a developer doing $3M ARR who previously benefited from the annual reset, this is a net negative. At $3M ARR with the old model: 0% on the first $1M, 20% on the remaining $2M = 13.3% blended. Under the new model post-threshold: 15% on everything. Slightly better rate, but no annual reset. The math depends heavily on when you crossed the threshold.

Other changes worth knowing about:

Built for Shopify certification got materially more valuable as a distribution signal. BFS-certified apps get prominent placement on the App Store homepage and in recommendation sections. You also get 60 days to resolve automated criteria failures while retaining your badge. Given how crowded the App Store has become, BFS is the closest thing to an algorithmic advantage you can earn. The full ranking mechanics (including what Shopify actually measures and how to earn that advantage systematically) are covered in Shopify App Store SEO: How to Rank in 2026.

January 2026 Partner Program Agreement update brought expanded definitions around agentic commerce, giving Shopify the framework to route merchant-AI interactions through the platform in ways that can involve partner apps. If a merchant's AI assistant takes an action using your app, Shopify wants contractual clarity about who does what and who gets paid. This is setting up the architecture for what Sidekick app extensions formalize.

The tier structure overhaul (five tiers, quarterly evaluation, performance-only in 2026) moved the service partner program from credential-heavy to commercially driven. That's the right direction. The old model rewarded agencies for having certified team members regardless of actual merchant outcomes. The new model rewards revenue impact directly.

Agencies: the referral
model still works,
but for fewer players.

The agency partner referral model (20% recurring commission on the merchant's monthly Shopify subscription, indefinitely) is genuinely good economics when it compounds. Ten merchants on the $105/month Grow plan generates $210/month in passive income. A single Shopify Plus referral at $2,300/month generates $460/month indefinitely. Get to 50 active Plus referrals and you're looking at meaningful recurring revenue that sits on top of your services business.

The problem is that getting and retaining Plus clients is a zero-sum game with a finite number of players. There are roughly 50,000 merchants on Shopify Plus. The agencies competing for those relationships number in the hundreds who are genuinely capable at the Plus level. The floor has risen dramatically, what counted as competent Shopify development five years ago is commodity work today.

What's working for agencies that are growing: genuine vertical depth. The agencies I see winning consistently aren't "Shopify agencies", they're commerce agencies that happen to primarily use Shopify, and their competitive differentiation is domain expertise in a specific vertical. Health and wellness. Outdoor and sporting goods. B2B wholesale. Luxury and fashion. They know the category well enough that merchants in that vertical find them through industry-specific channels, not just Shopify's partner directory.

The second thing that's working: owning a part of the post-launch workflow. Pure build agencies get replaced. Agencies that own the ongoing optimization (conversion rate, retention flows, tech stack, performance analytics) have a recurring revenue model that doesn't depend entirely on new project acquisition. The referral commission is a bonus. The retained service relationship is the business. For app builders in the agency channel, the App Distribution Playbook 2026 covers how to structure those agency relationships as a scalable install channel.

What's Getting Commoditized

Standard Shopify store builds. Theme customizations. App integrations. Basic migrations. All of this is under pressure from template solutions, no-code tools, and offshore development shops operating at price points domestic agencies can't match for commodity work. The generalist Shopify dev shop that does new builds for brands in any category is not a good business to be in right now. The volume of that work hasn't disappeared, but the margin has compressed significantly and the competition has expanded to a global pool.

The highest-performing agency partners I've observed have one thing in common: they can point to specific, measurable merchant outcomes and they focus on repeating them. Not "we built 200 stores", "we took three brands in the outdoor category from $2M to $8M in 18 months, and here's the specific work that drove it." That specificity is what creates pricing power. Commodity work has commodity rates. Documented outcomes attract clients willing to pay for expertise.

17,600 apps.
Most of them
competing for scraps.

The Shopify App Store has 17,600+ apps as of early 2026. To put that number in context: the average Shopify store uses about 6 apps. There are roughly 2.5 million active Shopify stores. So the addressable "app slots" across the merchant base is around 15 million. Sounds like plenty of room. But the distribution is extremely uneven, the top 100 apps account for a disproportionate share of installs, and the long tail includes thousands of apps with fewer than 100 active installs.

The category dynamics are largely settled. In almost every major app category (email marketing, reviews, loyalty, subscriptions, upsell/cross-sell, shipping, returns) there's a dominant incumbent with significant installation base and brand recognition. Challenging the leader in a mature category requires either a meaningfully better product or a meaningfully lower price, and neither is sufficient on its own if the incumbent has high retention rates and an embedded merchant base.

The Revenue Share Math You Need to Model

If your app does $500K ARR, Shopify takes 0%. You keep everything (minus the 2.9% processing fee on billing). At $2M ARR with the current model, your blended rate post-threshold: 15% of the $1M above the lifetime cap. That's $150K to Shopify per year. Your effective take-home on $2M ARR is around $1.7M after revenue share (plus processing fees). Shopify has also tightened what partners must disclose about app billing, so how you present those charges to merchants is now a compliance question, not just a pricing one.

This changes exit multiples, fundraising math, and build-vs-buy calculations. If you're an acquirer looking at a Shopify app doing $2M ARR, you need to factor in the structural 15% that never goes away. If you're a VC evaluating a seed investment in a new app, the revenue share applies to the ceiling as much as it does to the floor. At $10M ARR, you're sending Shopify $1.35M per year.

None of this is new, the economics have always included platform take rates. But the shift from annual reset to lifetime cap changes the trajectory analysis. Developers who benefited from the annual reset and were building financial models based on recurring threshold resets need to revisit those projections.

Apps That Are Winning in 2026

Verticalized apps. Apps that serve a specific merchant category, beauty, food and beverage, athletic apparel, pet products, with category-specific workflows, integrations, and logic that a general-purpose tool can't match. These apps have lower addressable markets but higher retention rates, lower churn, and defensibility that broad apps don't have. Getting those merchants to activate and stay is its own discipline, the benchmarks and framework for the critical first 7 days are in Shopify App Onboarding: Why 60% of Trial Users Never Convert.

Deeply Plus-integrated apps. The deeper an app is embedded in Plus-specific workflows (B2B pricing, complex discount logic, Scripts replacements, Flow automations) the stickier it becomes. Plus merchants spend more on apps, have lower churn, and refer other Plus merchants through their networks.

Apps losing ground: single-feature utility apps being replaced by Shopify native features (more on this next). Apps in saturated categories without differentiated UX or pricing. Apps that haven't invested in the quality bar that Built for Shopify certification requires and are therefore losing App Store positioning to certified competitors.

Eight hundred new apps
a month. Most of
them shouldn't exist.

A few paragraphs ago I wrote "17,600 apps." That number was stale before I finished the sentence. When I started this piece the App Store listed somewhere around 17,600 apps. By the time I was revising it, the public trackers had it past 18,000, and the total isn't even the interesting part. The slope is. In a single recent 30-day window the store added somewhere between 560 and 865 new apps, depending on which tracker you trust and how it counts delistings. Split the difference and you're looking at roughly 800 net-new listings a month.

That figure only lands if you know what it used to be. The store grew steadily for the better part of a decade before it cracked the low five figures. As recently as January 2025 the count was about 12,320 apps, up 27% year over year, and at the time that pace felt aggressive. Eighteen months later the year-over-year growth rate is north of 50%. The ecosystem is now adding more apps in a single quarter than it held in total for its first several years of existence. Whatever you think about the program, the supply side of it has changed character entirely.

To be clear about where these numbers come from: they're pulled from the public app-store trackers, not from Shopify's own disclosures, so the exact figure shifts with the day you look. The direction does not. Every independent count tells the same story: a curve that climbed gently for years and then bent sharply upward starting in late 2025. Two forces collided to produce that bend, and they're worth separating because they call for different responses.

Force One: Building an App Costs Almost Nothing Now

The first force is the obvious one. AI collapsed the cost of producing a functional app to near zero. Claude Code, Cursor, Replit, and the rest mean a competent operator with an idea and no formal engineering background can now ship something that installs, runs, and does a thing. This isn't specific to Shopify. Global app releases are up around 60% year over year in early 2026; iOS releases alone are up roughly 80%; total releases across platforms more than doubled in a single spring month. Every app marketplace on the planet is being flooded by the same wave at the same time. The barrier that used to gate the ecosystem (can you actually build the thing) is mostly gone.

I'm not mourning that. Lowering the barrier to building is, in isolation, a good thing, and some of the best apps of the next few years will come from operators who could never have shipped code before. The problem isn't that more people can build. It's what happens when a marketplace built on the assumption of scarce, vetted supply suddenly has infinite, unvetted supply pointed at it.

Force Two: Shopify Built the Firehose

The second force is specific to Shopify, and it's the part partners should sit with. Shopify didn't just leave the gate open while the flood came through. It built the firehose and aimed it at the store. The Winter '26 dev edition is, in Shopify's own words, "AI-native": a Dev MCP server that plugs into Cursor or Claude and scaffolds apps end to end, an assistant that generates validated code across Admin, UI extensions, Liquid, and Hydrogen, and (the one that should make every app founder look up from their roadmap) Sidekick generating custom apps right inside the merchant's admin, using Polaris and the Admin GraphQL API. Shopify is now in the business of helping merchants build the app instead of installing yours.

The Review Queue Stopped Being a Filter

The supply side explains why there are suddenly so many apps. The review pipeline explains why so many of them are bad. Earlier this year Shopify acknowledged what every developer stuck in the queue already knew: review times had blown out under the weight of submission volume. The response was the tell. Rather than hold the line and let the backlog act as a de facto quality filter, Shopify spent months rebuilding the submission pipeline to push apps through faster. New tooling went live in the spring, including AI-assisted self-review, with the stated ambition of getting turnaround down toward a few days instead of a few weeks.

The incentive there is the tell. Faced with "too many submissions to review properly," the platform optimized for throughput rather than standards. I understand why: a short approval target is a great developer-experience headline, and developer experience is a number Shopify is judged on internally. But there's a cost, and it doesn't land on Shopify or on the developers gaming the system. It lands on merchants, who are the one group in this equation without a lobbyist.

Walk the store today and the erosion is visible. A large share of the apps marketed as "AI" are a single prompt to someone else's model wrapped in a Shopify-branded interface: no proprietary model, no learning loop, no defensible logic, just a thin pipe to an API with a subscription bolted on top.

Fake reviews are endemic; developers will tell you, openly and with some bitterness, how easy it is to watch a junk app buy its way up the rankings while the honest builders who refuse to game it quietly sink. Shopify pulls the worst offenders, but at 800 submissions a month the detection is structurally behind the threat. The scam is live until someone catches it, and by then it's installed on real stores.

The shorthand making the rounds for this is "vibe-coded" apps, software generated mostly by prompting an AI, shipped by someone who couldn't necessarily debug it, and maintained by no one once the novelty fades. Some vibe-coded apps are fine; plenty of useful software starts as a quick build. The issue is the maintenance cliff.

An app is a promise to keep working as the platform shifts underneath it, and Shopify's platform shifts constantly. Every Edition ships breaking surface area. A wrapper with no real owner doesn't survive contact with that change. It silently breaks on the merchant's store and stops doing the job they're still paying for. The store has always had abandonware. What's new is the rate at which it can now be manufactured.

The merchant is the casualty here, and that's what makes this more than an aesthetic gripe. The entire reason the app store worked (the reason it solved the confidence problem I described at the top of this piece) was that a merchant could trust that a listing had cleared some bar. Take the bar away and you're left with a search box full of plausible-looking software, most of which will waste the merchant's money and some of which will actively damage their store. Trust was the product. It's being spent down to hit a throughput number, and trust is far easier to spend than to rebuild.

What This Does to Honest Builders

If you're running a real app doing real revenue, the immediate threat isn't that some wrapper steals your customers outright. It's that your cost of being found goes up. App Store search has a fixed amount of merchant attention to allocate and a rapidly growing number of listings competing for it. More apps chasing the same installs means lower organic visibility per app and higher paid acquisition costs for everyone in the auction. You can have an excellent product and watch your install rate soften for reasons that have nothing to do with your product and everything to do with the listings piling up around you.

There's a second-order effect on merchant behaviour worth flagging too. The average Shopify store runs around six apps, and that number has been remarkably stable for years. Merchants aren't installing more apps just because more exist, they're choosing from a bigger, noisier menu for the same handful of slots. So the supply explosion doesn't grow the pie. It makes the competition for each of those six slots more crowded and the selection process more error-prone, which raises the odds a merchant ends up with the slick-looking wrapper instead of the app that would have actually moved their numbers.

And the slots themselves are about to be contested in a different way. I'll argue in the next sections that AI is becoming the primary discovery surface; the approval explosion is the other half of that story. As merchants increasingly ask an assistant "what should I use for X" instead of browsing the store, the question shifts to which apps the assistant surfaces, and an assistant that's accountable for its recommendation has every reason to filter hard for quality signals, in a way a ten-blue-links search page never did. The flood and the AI layer are on a collision course. When they meet, the apps with real signals win the recommendation and the wrappers vanish from the answer entirely.

Here's the part that matters if you're building something real, and it's good news buried inside a bad trend: a flood raises the value of being verifiably not flood. When the store is full of indistinguishable AI-generated wrappers, every credible marker of quality becomes worth more, not less.

Built for Shopify certification, which I framed earlier as a distribution advantage, is edging closer to a survival requirement. It's one of the few machine-checkable signals that separate you from the noise, and the full mechanics of earning and keeping it are in Shopify App Store SEO: How to Rank in 2026.

Real reviews from real merchants. A documented track record of outcomes. A brand that exists outside the store. And distribution you actually control: the agency and partnership channels in the App Distribution Playbook 2026 matter more in a flooded store, not less, because they let you bypass the search box you're losing.

The builders who lose in this environment are the ones who were quietly counting on the store to do their distribution for them. That was always a fragile plan. The 2026 supply shock turned it into a losing one.

The Agency Angle: Curation Becomes a Service

One group quietly benefits from all this noise, and it's worth calling out because it points to a real opportunity. When the store becomes unnavigable, the value of someone who can navigate it for you goes up. Agencies have spent years treating app recommendations as a free favour they do for clients on the side of the "real" work. In a store with 18,000 listings and 800 new ones a month, that favour is becoming a service merchants will pay for outright, a vetted, opinionated stack recommendation from someone who has actually run the apps and can tell a merchant which three of the forty options in a category are not wrappers.

The agencies getting ahead of this are formalizing it: maintaining an internal, continuously updated shortlist of apps they trust per category, charging for stack audits, and building the relationships with credible app vendors that get clients onto good software fast. It's the same move I described in the agency section (owning the post-launch workflow) extended into the app layer. The flood is a problem for merchants. For a partner who positions as the filter, it's a moat.

And if you're a merchant reading this rather than a builder, the practical defense is unglamorous but effective: stop trusting the store's surface signals. Install counts and star ratings are the two most gameable numbers in the ecosystem, and in 2026 they're gamed at scale. Weight the things that are harder to fake, how long the app has existed, whether the developer responds like a real company, whether it integrates deeply enough that ripping it out would hurt, and whether someone you actually trust runs it. Treat a brand-new app with a hundred five-star reviews and a generic "AI-powered" pitch as the red flag it usually is.

Shopify building what
partners built first,
the honest read.

This is the tension that comes up most often when I talk to app founders and agency partners. Shopify builds email marketing (Shopify Email). Shopify builds forms (Shopify Forms). Shopify builds analytics. Shopify is building loyalty features. Every time this happens, the official response is some version of: "We only build foundational features. We leave the advanced market to partners."

That's mostly true. And it matters less than partners think it should.

Here's the honest version: a foundational feature good enough for 70% of merchants at $0 additional cost is a real competitive threat to apps charging $50–$200/month for the same basic function. Not all 70% of those merchants were going to pay for the app, many wouldn't have installed it at all. But some of them would have. The ones who would have paid $50/month for basic email features and now use Shopify Email for free are gone from the app market permanently.

The pattern is predictable once you see it: Shopify first builds a native version of whatever is in the top 10 most-installed app categories, positioned as a basic free alternative. Then they open deep API access to that same surface area for partners to build on top of. The categories that have gone through this cycle (email, forms, payments) show the same result: the commodity segment disappears, the advanced segment grows, and the winning apps are the ones that lean into the deep integration rather than fighting the native feature.

What partners should take away: stop watching Shopify's product roadmap with dread. Start reading it as a signal for where your next 18 months of product investment should go. If Shopify is building a basic loyalty feature, your loyalty app roadmap should be building the things that basic loyalty feature will never do, complex tier logic, multi-brand programs, deep CRM integration, predictive churn intervention. That's where the market is going, and that's where the pricing power lives.

Sidekick App Extensions
are the next
distribution surface.

Shopify Winter '26 introduced Sidekick app extensions, and if you're building in the ecosystem and haven't looked closely at this, you should stop what you're doing and look closely at this. The full mechanics of how Agentic Storefronts and Sidekick App Extensions work are covered separately.

The short version: app developers can now build extensions that let merchants access their app's data and invoke app actions directly through Sidekick, Shopify's AI assistant. Your app's data (customer records, email workflows, inventory logic, analytics, whatever you're storing) becomes searchable and actionable through natural language conversation in Shopify Admin.

This is a new distribution surface. The App Store is not the only place merchants discover and engage with apps anymore. If a merchant asks Sidekick "what's my email open rate this week and which segment should I focus on," and your email app has a Sidekick extension, your app's data is in that answer. If it doesn't, the merchant either gets a generic response or gets pointed to an app that does have the extension.

The January 2026 Partner Program Agreement update was written specifically to accommodate this. The expanded definitions around "agentic commerce" are the contractual framework for what Sidekick extensions formalize technically. The UCP vs ACP breakdown maps how that protocol layer affects both app builders and merchants. Shopify built the legal and commercial infrastructure before the developer tooling was fully ready, which is typical of how they move when they're serious about something.

What building for Sidekick requires in practice: a well-documented API surface for your app's data, clear intent schema that Sidekick can use to understand what your app does, and response formatting that works in a conversational context rather than a dashboard context. It's not a trivial integration, but it's not a six-month project either. For most mature apps, the underlying data is already there, the work is exposing it in the right format.

My read: this matters more than any A/B test you're running this quarter. The App Store ranking algorithm will evolve, but the core dynamic of merchants finding apps through keyword search in a directory has been stable for a decade. Sidekick is the first genuine disruption to that discovery model. Apps that are present in Sidekick conversations when merchants start relying on those conversations for decisions will have a sustained advantage over apps that built great directory listings but missed the new surface.

It drifted after
I left. I'm watching
who steps up.

A note on language first, because it matters and I want to be precise about my own role. I didn't invent the partner program or the app store. People tried to build versions of this before me, and some of those attempts didn't work. I came in early, helped build it into something that actually functioned, and helped scale it into one of the largest commerce ecosystems on the planet. "Helped build and scale" is the honest phrase, and I use it deliberately. Not out of false modesty, because the truth is more useful than the myth. This was always a relay, not a solo run, and what happens next depends entirely on who's holding the baton.

The years since I left are a different story. A lot of it has drifted.

The Goalposts Keep Moving

The clearest symptom is the constant resetting of objectives. Programs get launched, rebranded, and sunset on a cadence that's almost impossible for a partner to plan around. Just in the recent cycle, the Plus Certified App Program and the old Technology Track branding were retired in favour of the Certified Technology Partner Program. Tiers were restructured. Qualification criteria were rewritten.

Each individual change can be defended on its own terms, and I said earlier that the move to performance-based tiers is the right direction. But step back and the pattern is exhausting: a partner who built a business around one year's version of the program spends the next year relearning the rules. Stability is itself a feature, and it's one the program has been quietly removing.

I hear the downstream effects of this constantly from the founders and agencies I advise. Response times on partner escalations that used to take days now stretch into weeks or disappear. A program contact who understood your business gets reorganized away and replaced by a ticket queue. Decisions that hit your revenue (a placement change, a policy update, a billing tweak) arrive with little warning and less explanation. Individually these are papercuts. Cumulatively they teach a partner to treat the platform as something to be managed defensively rather than partnered with, and that's a corrosion of the exact relationship the program was built to create.

The Part I Find Hardest to Defend

Then there are the layoffs. Over the recent stretch, across more than one round of cuts, Shopify has thinned the part of the organization whose entire job is to support the partner ecosystem. I'm deliberately not pinning a precise date on this (there have been a few reductions and the timing blurs), but the direction is unambiguous, and reporting at the time described partners as uncertain about what it meant for them. That's a generous way to put it. The people who answered partners' questions, smoothed escalations, and advocated internally for the ecosystem got fewer, right as the ecosystem itself was being flooded with hundreds of new apps a month.

Here's the uncomfortable read, and I'll own that it's a strong opinion: you cannot simultaneously tell partners they're entering a "new chapter" and cut the people whose job is to support them, and expect the partners to believe the first part. Relationship infrastructure is not overhead you can automate away and call it strategy. The original program worked because there were real, accountable humans on the inside who owned partner success. A flywheel needs someone tending it. Thin that out and the program keeps spinning on momentum for a while, but momentum is not the same thing as health, and the gap between the two is invisible right up until it isn't.

It's worth being fair about how Shopify got here, because the drift isn't malice. It's the predictable physics of a company that got very large very fast and is now under intense pressure to demonstrate AI leverage in every corner of the business. Partnerships is a relationship business with fuzzy, lagging metrics, exactly the kind of function that looks inefficient on a spreadsheet and gets squeezed when the mandate from the top is "do more with AI." I don't think anyone set out to weaken the ecosystem. I think the ecosystem became collateral in a company-wide bet on AI efficiency, and some of the people who would have argued loudest against that internally are among the ones who were let go.

Why I'm Watching Atlee Clark

All of which is the context for why I'm paying close attention to who just took the wheel. Atlee Clark is now Shopify's VP of Partnerships, and around the same restructuring she announced what she's calling a new chapter for partners, closer integration between partnerships, product, and community, with agentic commerce as the organizing focus.

Normally I'd read a "new chapter" announcement landing right alongside a round of cuts as exactly the kind of corporate framing that makes partners cynical. I'm more optimistic than that instinct here, and the reason is Atlee specifically. She isn't a parachute hire learning the ecosystem from a slide deck. She has spent years inside Shopify's partnerships and developer-ecosystem org, and she has seen this program in healthier seasons, when the quality bar meant something and partners trusted that Shopify had their back. That combination, institutional memory plus a fresh mandate, is the right one. The people most able to fix something are usually the ones who remember it working.

I want to be careful not to oversell that optimism, because the hand she's been dealt is a hard one, and almost none of it is her doing. She's inheriting a store flooded with AI-generated noise, a review pipeline that's been told to prioritize speed over standards, a partner-facing team that just got smaller, a partner base that has learned to brace for the next reorg, and a top-down AI mandate she has to deliver against whether or not the timing is convenient. None of those are her creations. All of them are now her problems. Optimism about a leader and realism about her constraints aren't in tension. You need both to read the situation honestly.

There's also a real strategic puzzle in front of her, not just a morale one. Agentic commerce changes what a partner even is. If merchants increasingly transact through AI agents, and if Sidekick can generate bespoke apps on demand, then the classic "build an app, list it, collect installs" model is under pressure from the same direction as everything else in this piece.

Part of defining a credible new chapter is answering a question the old program never had to: what is the partner's role when the AI can do the easy 80% itself? The honest answer is that partners move up the value chain (to the hard, defensible, high-context work) but someone at Shopify has to actually build the programs and incentives that make that migration possible. That's the work, and it's harder than a keynote.

What Good Stewardship Actually Looked Like

It's easy to romanticize the early program, so let me be concrete about what "working" meant, because it's the standard I'm measuring the present against. It didn't mean the program was generous or slow to change. It meant three specific things.

First, the bar to get into the store was real, so a listing carried implicit trust: merchants didn't have to be experts to be safe. Second, the rules were stable enough that a partner could make a two-year bet and expect the ground not to move under them. Third, there were accountable people on the inside who treated partner success as their actual job, not a queue to clear. None of those three required heavy spending. They required intent and consistency, which are cheaper than money and harder to fake.

Every one of those three is weaker today than it was, and not by accident. Each got traded away for something Shopify wanted more in the moment: throughput, agility, efficiency. The good news is that none of the three is gone for structural reasons. They're recoverable decisions, not laws of physics. That's precisely why leadership matters here, and why I'm spending a whole section of a partner-program post on a single executive. The program doesn't need to be reinvented. It needs to be re-decided.

If I were advising her (and to be clear, I'm not) I'd argue the fastest trust-rebuilding move available is also the cheapest: pick a small number of partner commitments and simply hold them still for twenty-four months. Not new programs. Not a rebrand. A public promise that the tier criteria, the revenue terms, and the certification requirements won't move for two years, full stop. Partners have been conditioned to expect churn; the most surprising thing Shopify could do right now is be boring and predictable on purpose. Stability would read as confidence, and confidence is contagious in an ecosystem that has spent a year bracing for the next change.

What I'd Tell a Partner Right Now

If you're a partner reading this and wondering what to do with all of it, here's the advice I'd give a client across the table. Don't bet your roadmap on the stability of any specific program structure. Assume the tiers and the criteria will change again, because they will. Bet instead on the one thing that has never changed through any reorg: merchant outcomes. Every version of this program, in every season, has ultimately rewarded the partners who measurably help merchants succeed. Build for that and you're insulated from the org chart.

There's a more active version of that advice for the founders who have the standing to use it. If you're a partner with real merchant outcomes to point to, this is the moment to be loud and constructive with the new leadership, not quietly bitter. A team that just got smaller and is trying to define a new chapter needs signal about what's actually breaking on the ground, and the partners who show up with specifics, not just grievances, are the ones who get to shape what the next version of the program rewards. The reorgs that feel like they happen to partners are, in practice, shaped by the handful of partners who engage while the decisions are still being made.

The structural incentive I helped design the program around (align partner success with merchant success) is more durable than any of the people or programs implementing it, including me. It survived my departure. It will survive this restructuring. The question was never whether the incentive holds; it's whether the current stewards rebuild the trust and the standards that let it compound, or let it coast on momentum. I think Atlee gives it a real chance. I also think it's an uphill climb, and anyone telling you otherwise is selling something.

I'll admit there's something personal in how closely I'm watching this. You don't help build something like this and then feel neutral about what happens to it. I've watched the program go through phases I was proud of and phases that made me wince, and I've made my peace with the fact that I don't get a vote anymore.

But the people I advise still live inside it every day (their businesses rise and fall on decisions made in Ottawa that they don't control) so this isn't nostalgia for me. It's the operating environment for a big chunk of my clients, and the difference between good stewardship and bad stewardship is the difference between those clients compounding and those clients churning.

That's why I'm not willing to shrug and call it inevitable decline. Programs are built by people, and they can be rebuilt by people. I helped build it once. I'd like to see it rebuilt.

Let me end on the version of this that goes right, because it's plausible and worth naming. Picture eighteen months from now. Agentic discovery has matured into the primary way merchants find software, and because an assistant is accountable for what it recommends, it filters ruthlessly for quality, which finally gives Shopify both the cover and the incentive to let bad apps lose.

The flood sorts itself out, not through manual review but through a discovery layer that simply won't surface junk. Partner support gets rebuilt around higher-value, lower-volume relationships, because the AI handles the routine questions that used to eat the team's day. The goalposts settle.

In that world, the program is healthier than it's been in years, and the painful 2026 reset reads in hindsight as the bottom of the cycle. I'm not predicting that. I'm saying it's available, the current leadership is capable of reaching for it, and I'd rather bet on the people who remember what good looked like than on the cynics who've already written the ending.

What the next three years
look like for
partners who pay attention.

The era of building something functionally competent in a broad category and riding the Shopify growth wave to $3M ARR is over. The full picture of which app categories are compounding and which are commoditizing is in the Shopify ecosystem value map. That window closed around 2022 and has been closing faster since. The App Store is mature, the major categories are locked, and the merchants being acquired onto Shopify now (particularly on Plus) are more sophisticated buyers who do real evaluation rather than installing the top result.

What I expect over the next three years:

Consolidation through PE roll-ups. Private equity has been buying Shopify app portfolios for several years. This will accelerate. The economics are compelling: acquire three or four adjacent apps in a category, rationalize the tech stacks, cross-sell the merged customer base, and exit at a multiple that reflects a consolidated market position rather than individual app metrics. Apps in the $500K–$3M ARR range are the primary acquisition targets. If you're in that range and not thinking about your exit options, someone else is thinking about them for you. The full stage-by-stage playbook for getting from zero to $1M ARR (and what makes you acquirable along the way) is covered in From Shopify App MVP to $1M ARR.

Verticalization as the dominant growth strategy. The next generation of successful Shopify apps won't be described by what they do ("review management" or "subscription billing") but by who they serve. Beauty brands. Independent bookstores. Athletic equipment manufacturers. Food and beverage DTC. Category-specific apps with category-specific knowledge baked into the product will command better retention, higher pricing, and more defensible market positions than horizontal apps competing on features.

AI integration as the new moat. The apps that survive the next platform cycle will be the ones that build genuine intelligence into their workflows, not just AI-flavored marketing copy, but actual machine learning applied to merchant-specific data in ways that produce measurable outcomes. Personalization that actually works at the individual customer level. Predictive reorder timing that reduces out-of-stock rates. Pricing logic that optimizes for margin rather than just conversion. These are technically hard, and that's the point. Technical difficulty is the only durable moat in a category where clones appear within months.

For service partners, the trajectory is toward specialization and toward outcomes-based engagement models. The agencies growing fastest right now are not charging for hours or deliverables, they're charging for access to a repeatable system that produces specific commercial results, and they're confident enough in that system to price it accordingly. The agencies that are shrinking are the ones that are still competing on hourly rates for work that has become undifferentiated.

The partner program itself will continue to evolve toward commercial performance as the primary currency. The credentials and certifications and badge programs are supplementary, what Shopify ultimately cares about is revenue flowing through the platform, and the partners generating that revenue are the ones who will thrive regardless of what the specific program structure looks like at any given moment.

That was always the underlying logic, back when we were building it. The program's job is to align partner incentives with merchant success. Everything else (the tiers, the revenue share percentages, the certification criteria) is implementation detail. The structural incentive is durable even as the implementation changes around it.

The program is better than it was in most respects. It's also harder to win in. The floor is higher. The competition is more global and more sophisticated. The resources available to partners (documentation, tooling, marketing support) are orders of magnitude better than what existed in the early years. So is the baseline capability of the merchants you're building for.

The ceiling is also higher than it's ever been. Shopify's merchant base is the largest commerce ecosystem outside Amazon, and it's growing into B2B, enterprise, and international markets that barely existed as opportunities five years ago. The partners who will define the next chapter of this ecosystem are building for those markets now, not defending positions in mature categories that Shopify is gradually absorbing.

I helped build the Partner Program, and reading where it goes next is core to the Shopify ecosystem advisory. The form takes two minutes: start the conversation.

Questions I keep
getting asked.