Most TikTok Shop analytics tools were built for solo brands, not agencies. Here is what to actually look for if you manage 5+ client shops — white-label reports, sub-accounts, multi-shop rollup, partner economics — and how the eight major tools score on each.
Profit accuracy you can verify
Track net profit after fees, shipping, refunds, ad spend, and COGS - down to the SKU. Export full profit breakdown per order.

Stay Ahead with Real-Time Inventory Control
Forecast demand, set reorder points, and get low-stock alerts before you stock out.








