Shopify API

Monitor storefront sales, inventory, and customer trends

Pull orders, products, customers, and inventory levels from the Shopify Admin API. Track daily revenue by product line, spot best-sellers, and catch low-stock items before they cost you sales.

Free developer store for building apps. Admin API uses leaky-bucket rate limiting at 2 req/s.

Shopifydocs →

How it works with Loony

Describe it.
Deploy it.
Query it.

Managed database.

Your Shopify data lives in its own Postgres instance. Zero config. Data accumulates over time.

Scheduled syncs.

Cron jobs run on Loony infra. Every minute on free. Your data stays fresh without you thinking about it.

REST + MCP endpoints.

Query from your agent, your dashboard, or connect BI tools directly. Full OpenAPI spec included.

TerminalSchema

$ "Pull all Shopify orders, line items, products, and inventory levels from the last 90 days. Build a daily sales summary by product and flag any SKU with fewer than 10 units remaining."

✓ Schema validated
✓ Database provisioned
✓ Scripts deployed
✓ Schedules registered

Done.

# Your data is now at:
REST  /data/v1/shopify/query
MCP   /mcp/v1/shopify/mcp
SQL   psql $DATABASE_URL

What you get

Shopify's admin shows you one store at a time. Loony syncs orders, products, customers, and inventory into Postgres on a schedule so your agent can answer 'Which SKUs are trending down this month?' without you clicking through dashboards. Historical data accumulates automatically — query it via REST or MCP and join it with Stripe payments or Google Analytics traffic data.

mv_daily_product_sales
  day               date        -- order date
  product_title     text        -- product name
  sku               text        -- variant SKU
  units_sold        integer     -- line item quantities
  gross_revenue     numeric     -- before discounts
  discount_total    numeric     -- total discounts applied
  inventory_qty     integer     -- current stock level
  reorder_flag      boolean     -- true if inventory < 10

Even better together

Join Shopify orders with Stripe payment data to reconcile revenue and fees. Add Google Analytics to attribute sales to traffic sources. Push weekly reports to Google Sheets or trigger Mailchimp campaigns based on purchase behavior.