Direct answer: Check country and account eligibility first. If advertising is available, turn the business goal into a measurable campaign objective, baseline and decision rule before spending. If it is unavailable, CAT AI can still assess Shopify product readiness.
Start with the commercial question
A campaign objective should state what the merchant wants to learn or achieve, for which offer and customer. 'Get more traffic' is too broad to distinguish a successful test from wasted reach. A useful brief names one target product or tightly related family, the intended customer, geography, buying action and observation window.
Choose a primary measure
A Shopify purchase, qualified lead or another approved conversion can serve as the primary outcome depending on the business model and the measurement options available. Track supporting signals such as destination visits, product views, checkout starts, objections and returns. The team should agree in advance how incomplete attribution and delayed purchases will be handled.
Define the decision rule
Write down a baseline, spend ceiling, minimum evidence threshold and stop or review date. A small test may produce too little data to establish a winner; it can still reveal broken tracking or unclear positioning. Avoid promising a fixed return from a fixed spend, especially before the account has meaningful history.
A worked example
Suppose a merchant wants to test a higher-margin bundle. The question is whether a defined customer group will buy that bundle at its current terms, not whether an ad receives attention. The team records bundle margin, baseline sales and support objections. The initial campaign has one destination, a bounded budget and a fixed review date. If tracking works but purchases are too sparse, the conclusion is inconclusive; the merchant can extend the test or inspect the offer.
Pre-launch or review checklist
- Product and audience
- primary outcome
- baseline
- event definition
- budget ceiling
- review date
- stop rule.
Connect the frameworks
Next Product Move clarifies the commercial decision. CAT governs the approved Automation. Moving Target interprets response after launch, including evidence that the issue is the offer rather than the campaign.
