Insights and tactics to recover revenue, grow audiences, and measure what matters.
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.
Executive FAQ explaining why Shopify ROAS differs from Meta and Google—attribution windows, iOS 17 privacy, quick diagnostics to reconcile reporting.
Practical measurement playbook for performance teams: platform-native lift tests, iROAS, and CLV cohorts to reconcile attribution and scale ad spend.
Practical 30/60/90-day checklist to deploy the Attribuly retargeting stack on Shopify—tracking, Consent Mode v2, Meta & TikTok dedup, Klaviyo flows, SLAs & KPIs.
5 proven retargeting creatives for checkout abandoners (1–7 days) — hooks, CTAs, swipe files and rotation schedules for low‑AOV products. Download templates.
