Read the platform definition first
TikTok’s Product GMV Max reporting includes paid and organic orders within its stated attribution framework. That makes a direct comparison with a paid-only campaign metric potentially misleading. Check the current definition and reporting window before drawing conclusions about what the number represents.
Build a separate cost view
Start with revenue and list the costs your business actually carries: product cost, fulfillment, discounts, commissions, advertising and relevant service costs. Refunds and returns also affect the final picture. A strong reported return can coexist with a weak contribution margin if these costs are ignored.
Compare like-for-like periods
Use similar date ranges and note changes in price, inventory, creator activity and promotions. A campaign running during a strong organic period may look different from one running during a stock-constrained week. Those differences matter when you are deciding whether to change a budget.
Avoid claiming incrementality from one ratio
A platform-attributed return does not by itself establish how many sales would have happened without the advertising. Incrementality requires a separate analytical approach. Use careful language in reporting and make clear whether a figure is attributed, observed or estimated.
Make the next decision explicit
A useful review ends with a practical recommendation: investigate conversion, improve content supply, review the offer or reconsider spend. Connect the recommendation to the evidence and its limitations. Do not let one headline ratio become the entire strategy.
Platform reference: TikTok Shop Academy: GMV Max. Review current platform guidance before implementation.
This guide provides a planning framework, not a promise of campaign performance.
Turn the plan into practical work.
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