Benchmark data proving Shopify checkout latency directly cannibalizes ROAS. Technical implementation walkthrough for high-volume enterprise brands.
The Problem
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The Playbook
- Audit the current signal quality before touching budgets.
- Ship one controlled experiment per week.
- Report on contribution margin, not platform ROAS.
Key Takeaways
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