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Merge TikTok Shop and Wayfair Sales Data for Monthly Sales Reporting
A monthly sales report across channels needs one date format and one revenue column, not a per-platform patchwork.
Why TikTok Shop and Wayfair exports don't line up
- TikTok Shop: an order creation time stamped in UTC; order amount, platform commission, and affiliate commission split into separate columns; a long numeric Order ID. Also, 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.
- Wayfair: a purchase order date distinct from the ship date required by Wayfair's supplier terms; wholesale cost, freight allowance, and Wayfair's referral fee as separate columns; a Purchase Order (PO) number rather than a typical order ID. Also, built for suppliers rather than direct-to-consumer sellers, so column names lean toward logistics (PO, ship window) rather than retail checkout fields.
For monthly sales reporting, that mismatch is exactly what causes hours of manual cleanup every period.
How to merge them in under a minute
- Open CSV Experts and set your target columns once (Date, Channel, Order ID, Total).
- Drop in your TikTok Shop export and map its columns once.
- Drop in your Wayfair export and map it the same way — both merge into one sheet, normalized.
- Export as CSV or Excel. Same-layout files merge automatically next time.
FAQ
Does this upload my sales data anywhere?
No. Everything runs in your browser using JavaScript — your files are never sent to a server.
Does it work for more than two channels?
Yes. Add as many source files as you want; each distinct file layout is mapped once and remembered.
Prefer a longer walkthrough of this pair? See the step-by-step version.
More TikTok Shop + Wayfair guides
- TikTok Shop + Wayfair for Bookkeeping
- TikTok Shop + Wayfair for Tax Prep
- TikTok Shop + Wayfair for QuickBooks Import
- TikTok Shop + Wayfair for Xero Import
- TikTok Shop + Wayfair for Profit Tracking
- TikTok Shop + Wayfair for Inventory Reconciliation