Industry
DTC ecommerce marketing agency
Two stores can sell the same product and still need different growth systems, because what decides the work is how the money arrives. Once at full price, on a recurring charge, on net terms after a purchase order, against a deposit with a six week build, or in a currency you do not price in. Business model sets margin structure, order cadence, feed rules and the retention loop before the product ever does. We build the growth system around the model the store actually runs.

What is different here
Start with the money. A brand that keeps most of the retail price can afford to buy a customer at a loss and recover it on the second order. A retailer working on supplier margin cannot, and a print partner takes its cut before the store sees anything at all. Cadence works the same way. A subscription charges again in thirty days whether or not anyone visits, a wholesale account reorders when its shelf empties, and a made-to-order workshop cannot accept more orders than it can build. Every target we set, from an acceptable cost per order to the size of a promotion, comes from those two facts rather than from a category average.
Product feeds are where business model shows up first. A brand with no manufacturer barcode sets identifier_exists to false rather than inventing one. A pre-order sets availability to preorder and has to carry an availability date, or the listing gets held. Refurbished stock needs the condition attribute set honestly and photographs of the actual unit. A fixed kit is flagged as a bundle, a pack of identical items carries its multipack count, and a store selling into three countries needs a feed label, a currency, a price and shipping settings for each of them. None of that is optional, and most of it stays invisible until listings start dropping out of the account.
The platform features a model depends on decide what is buildable at all. Trade pricing needs company accounts, price lists and payment terms rather than a discount code. A subscription needs selling plans, skip and swap, and a way to move the next shipment date without a support ticket. Selling into other countries needs market level pricing, local payment methods and duties settled at checkout. Measurement changes with it. A subscription is judged on payback across billing cycles, a trade account on reorder value over a year, a resale store on how fast unique stock turns. We report the number the model runs on rather than a single blended return on ad spend.
The pages below take one model each. Some describe how a store makes money, such as subscription boxes, trade accounts, print on demand, resale or bundles. Some describe a moment in a store's life, such as moving off one platform onto another, or taking a crowdfunded product into a permanent catalog. Each one sets out the unit economics, the search demand, the feed and policy constraints, the campaign structure that fits and the places revenue leaks in that specific model. Plenty of stores run two of these at once, and several of the pages describe exactly that situation.
Margin structure sets the ad ceiling
What a store can pay for an order is decided by what is left after cost of goods, fulfilment and payment fees. A brand with room can buy customers ahead of profit. A store on supplier margin has to earn on the first order, and every target follows from that.
The feed follows the model, not the product
Availability, condition, identifiers, bundle flags and feed labels are all set by how the store sells rather than by what it sells. Two stores with identical catalogs can need completely different feed rules to stay approved.
Cadence decides the retention system
A recurring charge, a seasonal buy, a five year replacement cycle and a one of a kind item each need a different set of flows. Timing retention to the model's real rhythm beats any amount of campaign volume.
Some models need platform features, not tactics
Account pricing, selling plans, market level currency and deposit payments are capabilities rather than campaigns. Where the platform cannot do it, the growth plan has to start with the build.
Niches
Pick the page written for your store
Each page sets out how that niche makes money, what ranks, what the feed needs, what the ad policies allow and where revenue leaks.
Most used here
Services store types & business models brands lean on
Questions
Store types & business models owners ask
By CartKernel ยท Last reviewed
Other industries: Automotive & powersports, Baby & kids, Bags, luggage & travel gear, Beauty & skincare, Books, stationery & paper, CPG & household, or browse all industries.
Why group ecommerce stores by business model rather than by product category?
Because the model decides most of the work. Two stores selling the same coffee need different systems if one charges monthly and the other sells wholesale by the case. Margin, order cadence, feed rules, ad policy and retention all follow from how the store makes money. Product category still matters, and we cover it separately in the other industry sections.
Can one store run more than one of these models at the same time?
Regularly, and it is one of the more common reasons stores get stuck. A brand can sell direct, wholesale to retailers and run a subscription from the same catalog. The question is whether that lives in one store with account level catalogs or in separate stores, and the answer changes pricing, tax, feeds and reporting. We work that out before anything gets built.
How do you set an acceptable cost per order for a business model with repeat revenue?
From your own contribution margin and repeat behaviour rather than from a target return on ad spend. We work out what is left after cost of goods, shipping, fees and returns, look at how much of a cohort comes back and when, then set a ceiling for a first order that the second and third orders can support. That ceiling is the number campaigns are managed against.
Which business models are hardest to run on Google Shopping?
The ones where the offer does not look like a normal purchase. Recurring plans need the feed price to match the amount charged and the billing terms stated on the page. Pre-orders need an availability date. One of a kind resale stock churns faster than most feeds update. Trade catalogs with prices behind a login cannot be fed as they stand. Each has a workable route, and the niche pages set them out.
Do you work with stores that are changing model rather than just growing?
Yes. Moving from a marketplace to a direct store, adding trade accounts to a consumer catalog, turning a crowdfunding campaign into a permanent product line, or moving platforms are all projects we take on. They need continuity planning first, since the risk is losing what already works while the new part is being built.
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