🟢 Shopify Integration

Shopify data that actually answers your questions

Taptic imports all 8 Shopify data tables into a fully queryable workspace. Ask questions in plain English, build custom reports, and set alerts on any metric — all without leaving a single CSV export.

Go deeper than Shopify Analytics ever could

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The problem

Why teams switch to Taptic for Shopify analytics

📉

Built-in Shopify reports only go so far

Shopify Analytics is great for surface-level numbers. The moment you need to cross-reference customers with products, segment by cohort, or filter by custom tags — you're exporting to Excel.

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Customer LTV is a black box

Who are your highest-value customers? Which products drive repeat purchases? Which acquisition channels produce the most loyal buyers? Shopify doesn't make this easy to see.

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Inventory visibility is reactive, not proactive

You find out a product is low when orders start failing, not before. Setting up restock alerts requires third-party apps or manual checking.

What gets imported

8 queryable tables, imported automatically

Table
What it contains
Typical rows
shopify_orders
All orders with totals, discounts, taxes, and fulfillment status
~10K–500K
shopify_order_line_items
Product-level detail for every order — SKU, price, quantity, discount
~30K–2M
shopify_customers
Customer profiles with total spend, order count, and tags
~5K–200K
shopify_products
Full product catalog with vendor, type, tags, and status
~100–50K
shopify_product_variants
All SKU variants with price, compare-at price, and inventory quantity
~200–200K
shopify_inventory_levels
Inventory quantities by location and variant
~200–200K
shopify_fulfillments
Shipment records with tracking numbers and timestamps
~10K–500K
shopify_refunds
Refund events with line-item detail and restock flags
~500–50K

All tables refresh on your schedule — every 3 hours, daily, or custom. Delta refreshes only pull new and changed rows.

What you can ask

Questions Taptic answers in plain English

What is the average order value by acquisition channel this quarter?
Which customers have ordered more than 3 times in the last 90 days?
Show me my top 10 products by revenue vs refund rate
What percentage of revenue comes from repeat customers vs new?
Which product variants are selling fastest relative to inventory?
Show me monthly refund amounts as a % of revenue
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Why Taptic for Shopify?

Unlike Shopify's built-in analytics or expensive BI tools, Taptic gives you raw SQL access and AI-powered analysis at a fraction of the cost — with no data science background required.

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