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The Best Way to Merge Etsy and TikTok Shop Data for Profit Tracking
If you're doing profit tracking by hand right now, here's the fastest path from "two exports" to "one usable sheet," and why the manual version keeps breaking.
Step by step
- Decide your target columns once. Most people settle on Date, Channel, Order ID, and Total — set that up in CSV Experts and you won't redo it.
- Import the Etsy file first. The first time you see this file shape, you map each of its columns to your target list.
- Import the TikTok Shop file the same way. Its columns get mapped once too — after that, every future file with this shape merges with no extra clicks.
- Check the merged totals. Dates and numbers are normalized automatically, so a European "24,00" and a US "24.00" both land as the same value.
- Export. CSV or Excel, ready for profit tracking.
What actually goes wrong if you do this by hand
Etsy gives you Sale Date, usually already in your local timezone, while TikTok Shop gives you an order creation time stamped in UTC — line those up manually across a few hundred rows and it's easy to miscount a week. On top of that, Etsy's export listing titles are included in full and often contain commas, which can shift columns if opened carelessly in Excel, and TikTok Shop's refunded and partially-refunded orders stay in the export with a status column instead of being removed, so totals can overstate revenue if you don't filter by status. Individually those are minor quirks; combined into one spreadsheet by hand, they're where most reconciliation errors for profit tracking actually come from.
Why it matters for profit tracking
Comparing profit margins across channels only works if fees, shipping, and item totals are broken out the same way in every row.
Just want the quick column-difference reference instead? See the short version.