Google Analytics setup, attribution modeling, KPI tracking, custom reports, and data-driven decision making for Shopify merchants.
Your Shopify dashboard says one thing, GA4 says another. Here's why the numbers never match perfectly, how much variance is actually normal, and a 30-minute diagnostic to find and fix your gap.
A practical framework for ecommerce KPIs: the 12 metrics that matter, grouped by funnel stage, with formulas, Shopify report locations, and cited benchmark ranges.
Learn the average order value formula, where to find AOV in Shopify admin, 2026 industry benchmarks with cited data, and strategies to raise it without sacrificing margin.
Unified Profiles merges online orders, POS visits, Shop app engagement, and subscription renewals into one customer record. Here's how to set it up and what it replaces.
A complete 2026 walkthrough of Shopify Sidekick Pulse: how to enable proactive AI insights, interpret recommendations, and combine Pulse with Skills and prompts to grow your store.
Exact dollar-figure frameworks for Facebook ads on a new Shopify store: the $100 validation test, budget-by-stage matrix, CAC/LTV math, and ROAS rules for when to scale or kill.
Real peer benchmarks on when Shopify stores actually break even, with percentile data by business model, unit economics basics, and the metrics that matter before you scale.
Your Shopify sales dropped suddenly and you want answers. Real diagnostic framework for established stores — seasonality vs algorithm vs technical issue, what to check first, and what the data is telling you.
Traffic without sales is never a traffic problem. A diagnostic checklist covering trust signals, product page clarity, pricing, checkout friction, and bot traffic — with real fixes, not platitudes.