Shopify Sales by Product Tag Template

Works with Analytics Spreadsheet Updated October 2, 2026
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The Sales by Product Tag template creates a Pivot Table worksheet with one row per Shopify product tag. It helps you compare the performance of merchandising labels, campaigns, seasons, materials, audiences, or any other structure your team manages with product tags.

What tag reporting tells you

Tags are the most flexible grouping in Shopify, which makes them the only way to report on structures that exist purely in your head: a campaign, a season, a material, a supplier promise, a price tier.

Use it to see:

  • How a tagged campaign or seasonal group performed as a whole
  • Whether products tagged sale or clearance are actually clearing
  • How a material, audience, or price tier performs across the catalog
  • Which tags are worth keeping and which have stopped meaning anything

One caution: a product can carry many tags, so the same order activity can appear in several tag rows. Compare tags against each other rather than adding them up.

Metrics included

The worksheet contains:

  • Product Tag
  • Net Items Sold
  • Gross Sales
  • Discounts
  • Returns Excluding Tax
  • Net Sales
  • Taxes

The metrics initially cover all time.

Create the Sales by Product Tag spreadsheet

  1. Install Mixtable Analytics Spreadsheet

  2. Open your Mixtable dashboard and click Create spreadsheet at the top of the page. If you haven't created a spreadsheet yet, click Browse all templates below the dashboard's suggestions instead. In the Create spreadsheet window, find Sales by Product Tag under Analytics & Reporting, or type its name in the search box, and click it. Mixtable creates the spreadsheet and fills it with data from your Shopify store.

What this Shopify report helps you compare

Product tags are flexible, so the meaning of each row depends on how your store uses them. You can use the report to compare:

  • Seasonal groups such as summer, holiday, or back-to-school
  • Merchandising labels such as bestseller, clearance, or new arrival
  • Product traits such as material, fit, style, or intended audience
  • Internal campaign or assortment labels

Compare Gross Sales with Net Sales to see the effect of discounts and returns. Use Net Items Sold to separate revenue performance from unit volume.

Understand overlapping tag totals

A Shopify product can have more than one tag. When a product has several tags, its order activity can contribute to several report rows.

For example, a product tagged both summer and bestseller can contribute sales to both rows. This makes the worksheet useful for comparing groups, but adding every row together may produce a number larger than your store total.

Use store-level metrics when you need an additive total for reconciliation. Use tag reporting to compare the relative performance of the groups you created.

Improve your product-tag analysis

For clearer results:

  • Use consistent tag spelling and capitalization across products
  • Remove obsolete tags that no longer represent active merchandising groups
  • Compare similar kinds of tags instead of mixing unrelated taxonomies
  • Add Orders Count, Refunded Quantity, or Percent of Orders Refunded for more detail
  • Apply a fixed date range when comparing seasonal campaigns from different years

You can also create a Product tag scorecard from the ready-made Reporting worksheet library. For more ways to compare Shopify products, see Shopify sales by product attributes.

Mixtable Analytics SpreadsheetNet Sales, orders, and margin calculated from your store's orders
Install on Shopify

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