The playbook

The DTC Attribution Playbook

600+ insights from real DTC brand marketers. Objections and how to counter them. Problems and how to solve them. Strategic, tactical, and executional playbooks for Shopify beauty, fashion, supplements, and wellness brands.

The attribution problem

One sale. Four channels. 400% credit claimed.

€100

1 sale

100 Attribution Objections & Counters

100

Every objection a prospect raises, and the data-backed counter that closes the deal.

100 Problems Attribution Solves

100

Specific, measurable problems that DTC brands face when attribution is broken.

100 Jobs to Be Done

100

What DTC marketers are actually trying to accomplish, in their own words.

100 Strategic Considerations

100

High-level decisions for marketing leaders building a measurement stack.

100 Tactical Considerations

100

Day-to-day decisions for running multi-channel campaigns with confidence.

100 Executional Considerations

100

Ground-level execution for media buyers, analysts, and operators.

Start hereShopify Attribution: The Complete 2026 Guide →New to attribution? Start with our comprehensive guide covering models, platforms, setup, and common mistakes.

Use cases

What you can do with this.

Each line is a workflow a marketing team runs against its own data. No adjectives, no implementation details, no product mechanics. If a line describes what you are trying to do, the rest of this page is the answer.

Compare causal attribution to marketing mix modeling
Understand what a counterfactual is
Understand what a holdout test is
Brief a team on causal attribution
Brief an agency on incrementality
Choose between multi-touch attribution and MMM
Map paid channels to a customer journey
Build a paid-media planning checklist
Build a holdout-test playbook
Build a geo-experiment playbook
Plan an incrementality test calendar
Set up a measurement cadence

Last-click guesses.We run the math.

Causal attribution for Shopify brands. Upload your GA4 export, see which channels really drove revenue in 5–10 minutes. €99, pay-per-use. Pro at €299/mo when you want it continuous.

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