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Pixeltree

Strategy

Pricing Strategy and Architecture for DTC

Pricing architecture, bundle design, and live pricing tests for DTC brands. We find the margin your P and L is quietly leaking and engineer it back in.

What you get

Deliverables, not deliverable-ish.

Scoped plan

Written scope with success criteria, not a vague retainer.

Senior execution

The person scoping the work is the person doing the work.

Measurable output

Deliverables you can point at. Dashboards, flows, code, docs.

Clean handoff

Documentation and training so the work lives inside your team.

How we work

Our approach.

The pricing problem DTC brands are too embarrassed to admit

Most DTC brands set their prices once, at launch, based on a gut feel about what the market will bear and a rough cost plus multiplier. They then spend the next three to seven years adjusting everything except price. They run promotions. They redesign packaging. They A B test product pages. They change creative. They do not touch the price because touching the price is scary and nobody on the team owns it.

This is a margin disaster. Cost of goods has moved. Shipping costs have moved. Payment processing costs have moved. Competitors have repositioned. Customer willingness to pay has moved. The price that was defensible at launch is rarely the price that is defensible three years later. A brand running at thirty five percent contribution margin that has not touched price in three years is almost always leaving four to eight points of margin on the table. At fifty million in revenue, that is two to four million dollars of annual contribution that is simply gone.

The second problem is architecture. Price is not a single number. It is a ladder. The relationship between the entry SKU, the hero SKU, the bundle, the subscription, and the shipping threshold is where margin actually lives. Most brands have a price ladder that was assembled by accretion over years. A new SKU got added here, a promotion got made permanent there, a bundle was built to hit a gross margin target that no longer applies. The result is a ladder with steps in the wrong places and gaps in the wrong places.

Our approach

We run pricing strategy as a four to eight week engagement depending on the size of the catalog and the ambition of the testing program.

  • Step one, price and margin audit. We rebuild the contribution margin for every SKU from the label up. We map the price ladder and identify gaps and overlaps.
  • Step two, elasticity and willingness to pay research. Depending on available data we use historical pricing moves, competitor scan data, and a short customer panel to triangulate price sensitivity by segment.
  • Step three, architecture redesign. We propose a new price ladder. Entry SKU, hero SKU, bundles, subscription tier, and shipping threshold. The redesign targets a specific contribution margin outcome while respecting brand positioning.
  • Step four, staged test plan. We design a staged test plan that moves from low risk tests to higher risk tests. New bundle launches, shipping threshold changes, subscription pricing, and finally headline price.
  • Step five, rollout and measurement. We define measurement windows, guard rail metrics, and rollback triggers for each test. We handle the analysis and recommend hold or roll forward decisions at each stage.

The engagement ends with a rolled out new architecture and a pricing operating rhythm. Your team reviews price quarterly against a defined cadence from that point forward.

What you get

  • A SKU level contribution margin model refreshed to the most recent full month of data.
  • A current price ladder map with gaps, overlaps, and leakage points identified.
  • A customer willingness to pay read, blended from historical moves, competitor scan, and an optional panel.
  • A redesigned price architecture with target contribution margin outcomes.
  • A staged test plan with measurement windows and rollback triggers.
  • Post test analysis and hold or roll forward recommendations.
  • A pricing operating rhythm document that defines how your team reviews price going forward.

Timeline

The engagement runs four to eight weeks.

  • Weeks one and two, audit and research. Margin rebuild, price ladder map, elasticity research.
  • Weeks three and four, architecture redesign and test plan. New ladder, staged tests, guard rails.
  • Weeks five through eight, staged rollout. Each test stage runs for its defined window with analysis and go no go decisions between stages.

Mini case anatomy

A composite. A sixteen million dollar food and beverage brand on Shopify. Forty two SKUs, three bundles, a subscription program, and free shipping over forty dollars. The founder believed the brand was mispriced but was afraid to touch the hero SKU because it had been at the same price for four years and had a cult following.

The audit found three pricing mistakes. First, the free shipping threshold at forty dollars was below the hero SKU price of forty two dollars, which meant almost every DTC order qualified for free shipping and the brand was absorbing nine dollars of average shipping cost on every order. Second, the three bundles were priced to offer a fifteen percent discount, which turned out to be larger than the bundle needed to convert. Third, the subscription tier was priced at a ten percent discount that the customer research showed was not driving sign up, it was retention that was driving sign up.

The architecture redesign moved the free shipping threshold to sixty dollars with a clear value framing, reduced the bundle discount to ten percent, and replaced the subscription discount with a loyalty perk that cost less to deliver. The hero SKU price was not touched. The test plan rolled the shipping threshold change first, the bundle change second, the subscription change third, over nine weeks.

The outcome. Contribution margin moved up four point seven points. Conversion rate on the PDP moved down point two percent, well inside the guard rail. AOV moved up eleven dollars. The hero SKU, which the founder had been afraid to touch, never needed to move. The pricing operating rhythm lives in a quarterly ninety minute review that the CFO now runs.

FAQs

Related reading. Pricing strategy is usually part of a larger growth roadmap engagement and almost always surfaces inside channel strategy work because channel take rates reshape margin. The ecommerce strategy hub covers the full portfolio. If pricing work exposes platform cost issues, see platform strategy and the real cost of a Shopify store in 2026. Operators comparing platform fee structures often read Shopify versus BigCommerce. For Shopify specific implementation of pricing changes see Shopify development.

FAQ

Questions we hear most.

Usually not on the magnitude we recommend. Most DTC pricing moves that fail are either too large or communicated badly. A well staged three to seven percent core price move with updated value framing typically lands with minimal conversion impact and meaningful margin gain.
We almost never test headline price on a live audience. We test through new SKUs, bundle repositioning, shipping threshold changes, and time bound launches. The signal is just as clean and the brand risk is far lower.
Two years of order data at the SKU level, your current cost of goods by SKU, shipping cost actuals, and your returns data. If you have customer survey or panel data, great. If not, we can run a light panel as part of the engagement.
Yes. Most discount testing destroys margin in exchange for marginal conversion lift. Pricing architecture work looks at the whole price ladder, the bundle structure, and the shipping and returns economics. Discount strategy is a single chapter inside that.

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