Insights and tactics to recover revenue, grow audiences, and measure what matters.
Definitive 2026 buyer’s guide to Shopify attribution software — compare server-side solutions, dedup strategies, and vendor scorecards to choose the right tool. Read now.
Compare 10 best attribution software for Shopify brands—server-side CAPI, TikTok Events API, Klaviyo sync, and starting prices. Read our 2026 ranked review to pick the right tool.
Step-by-step guide to set up AppLovin ROAS tracking on Shopify—pixel, MMP postbacks, and server-side patterns to capture clicks, map revenue, and reconcile ROAS.
Learn what the Meta Purchase EMQ score (0–10) measures, practitioner benchmarks for good vs excellent, and practical steps to improve Purchase event matching.
Compare internal vs external attribution for Shopify — ROAS truth vs platform signals. Learn about deduplication, refunds, attribution windows, and which approach to use.
What is a good Facebook ads hold rate? Learn the 2026 Shopify benchmarks, formula (ThruPlays ÷ 3s plays), testing gates, and practical fixes.
Step-by-step guide to measure true incrementality of abandoned cart emails—randomized holdouts, contamination control, sample-size planning, and RPR-based analysis.
Practical guide to ecommerce cart incentives that increase AOV without eroding margins—threshold rules, targeted recovery offers, and a testing playbook for merchants.
Step-by-step guide to add a Shopify free shipping bar (cart page & drawer), localize currencies, and measure AOV lift with testing tips.
