Revenue grows, but the business feels tighter
More attributed sales do not settle whether acquisition is supporting your contribution margin targets.
For Founders & CEOs
Platform ROAS is not the same as a business result. Start with orders that actually happened, check progress against your targets, then ask what deserves more budget.
More attributed sales do not settle whether acquisition is supporting your contribution margin targets.
Marketing brings platform conversions. Ecommerce brings store orders. Your next budget decision starts with reconciling the two.
You know the number you committed to. You need to see where current pacing is taking you while there is still time to respond.
Before approving more spend, you need the evidence, the expected effect and a way to review what actually happened.
Set targets for catalog metrics, including contribution margin and new-customer CAC. Compare current pacing with your chosen baseline and see the projected landing point.
Check platform-claimed conversions against actual Shopify orders and connect sessions and channels to a customer record.
Review recommendations sized against the target gap, then compare predictions with outcomes. Your team approves and implements changes. AdBuyer does not write to ad accounts.
Choose the metrics, comparisons and AI explanations you need, with reports scheduled to email or Slack.
Review spend against the outcomes you committed to, rather than treating platform ROAS as the final answer.
Challenge a recommendation before acting and review its result afterward. A forecast is a projection, not a promise.
Case study
Catching a regional margin drop two weeks before the board reviewRead how a team handled surfacing a margin problem before the board conversation.