Insights and tactics to recover revenue, grow audiences, and measure what matters.
Step-by-step guide to implement Shopify server-side tracking with deterministic dedupe (event_id, order_id) to improve attribution accuracy and ROAS.
Practical checklist to reconcile Shopify net revenue with ad platform-reported revenue: month‑end audit steps, refund & subscription rules, cohorting, and Meta CAPI dedup.
Step-by-step playbook to find and fix Shopify Meta Pixel + Conversions API purchase undercounting—browser/server parity, event_id dedup, Shop Pay fixes, and validation checks.
Comprehensive CDP-led guide to unify Email, SMS, and Shopify DPA retargeting—server-side tracking, de-duplication, playbooks, and launch templates to boost incremental ROAS.
Step-by-step Shopify playbook to launch Dynamic Product Ads for cart abandoners: feed hygiene, audience recipes, creative tests, CRM dedup, and prove incremental iROAS.
Step-by-step guide to validate multi-touch attribution vs Shapley models using 90-day cross-device data, cohort iROAS tests, server-side + CAPI dedup, and export audits.
Downloadable checklist: paid‑social UTM naming, GA4 event requirements, click‑ID persistence, and Klaviyo flow crediting — practical steps to unify ROAS across Meta, TikTok, and Google.
Plain-English beginner guide to server-side tracking for e-commerce—understand Meta CAPI, Google Enhanced Conversions, and a Shopify+Klaviyo walkthrough to recover abandoned carts.
Comprehensive ultimate guide to multi-touch attribution for short-form ads—compare linear, time-decay, position-based, and Shapley with Shopify + GA4 examples. Read now.
