Commerce improvement needs economic visibility
AOV, CAC, LTV and contribution margin are not a separate retainer product at Codified Commerce. They are decision signals that help determine whether a Shopify intervention is creating healthier economics.
Average Order Value (AOV)
AOV shows how much revenue is generated per transaction. Bundles, merchandising, cross-sells and offer structure can influence it, but an increase is useful only when margin and customer experience remain healthy.
Customer Acquisition Cost (CAC)
CAC helps determine whether acquisition is economically sustainable. It should be interpreted alongside channel quality, contribution margin and LTV rather than treated as an isolated advertising metric.
Customer Lifetime Value (LTV)
LTV helps evaluate retention, repeat purchase behaviour and the long-term value of customer cohorts. It is especially useful when comparing acquisition channels or deciding where retention work is justified.
Contribution Margin
Contribution margin connects revenue to variable costs. It prevents teams from confusing more sales with better economics.
How Codified Commerce uses the signals
Within Moving Target and Consulting, these metrics can establish a baseline, validate a scoped change and feed Moving Target observation after implementation. A material change may lead to a recommendation, but the next implementation requires separate approval.
CAT provides the control loop: Define → Decompose → Orchestrate → Execute → Validate → Learn.
From signal to approved action
When the evidence supports intervention, Codified Commerce can scope a Shopify Agentic Automation around one defined objective. The current price follows current CAT pricing per approved automation.
Retention through the P&L lens
A second order matters when it increases customer value after product, fulfillment, incentive and messaging costs. Compare cohorts over a product-appropriate period, and distinguish estimated LTV from realized revenue. The Shopify retention marketing guide connects these economic signals to one controlled first-to-second purchase improvement.
