Behind the numbers

A useful model.
With visible assumptions.

marqflow helps TikTok Shop sellers test a product before committing more stock or ad spend. Here is what its results include, what they leave out and how we handle sources.

The calculation, in plain language

Retained orders
Acquired orders × (1 − full-return rate).
Seller revenue
(Price after seller discounts + customer-paid shipping) × retained orders. Platform-funded discounts are assumed to be reimbursed to the seller.
Contribution
Seller revenue − platform charges − creator payouts − ads − product cost − fulfilment − return processing − other per-order costs.
Margin
Contribution ÷ retained seller revenue × 100. Not markup, and not net business profit after overhead and tax.
Maximum creator commission
Contribution before creator payouts ÷ commissionable revenue × 100. This is a break-even ceiling, not an offer recommendation or a target-margin ceiling.
Maximum CPA at target margin
(Contribution before ads − target margin × retained revenue) ÷ acquired orders. The current interface uses a 25% target margin.
Forecast
Current contribution × (1 + chosen monthly volume growth)^(month − 1). Revenue and costs scale together. This is a scenario, not a demand prediction.

The break-even price is found by repeatedly recalculating the same inputs at different selling prices. Category thresholds can make fees discontinuous; for unusual or high-value products, verify the result against your exact fee schedule. Read the worked $40 product example.

Costs and returns

  • Creator commission uses the item price after seller discounts on retained orders. Ads, fulfilment and other per-order costs apply to all acquired orders, including returns.
  • The return model assumes full-order refunds and recovery of 90% of returned inventory cost. That recovery rate is currently fixed, not a user setting. Recovered stock may not have been resold; inventory value is not cash.
  • US refund administration is modelled as 20% of the original referral fee, capped at $5 per returned order. This assumes one SKU unit per order; the official policy applies its cap by SKU type and has exceptions. Multi-unit and partial-refund settlements need a separate reconciliation.
  • Fixed and service charges follow the selected market model. Some commission bases include customer-paid shipping; others do not. Account incentives, category overrides and tax treatment can change your actual settlement.
  • Business overhead, income tax, financing, duties and cash-flow timing are not separately calculated. Include attributable product-level expenses in the relevant input, without counting them twice.

A default return rate or scenario growth rate is an example, not a market benchmark. Use mature cohorts from your own shop. See the return-cost sensitivity example.

Where the rules come from

Market pages link to regional Seller Center guidance where available. A preset is a planning starting point, not a guarantee of your current category rate. Markets with category-dependent rates require a manual commission input. Check all other applicable charges in your own account too.

The US foundation guides were checked against the following official materials on September 19, 2026. This date does not mean that every preset for every market was reverified that day. We do not claim automatic fortnightly updates or live TikTok Shop data.

Market Pulse summarises third-party snapshots and regional benchmarks, not a connected shop feed or a sales forecast. Its dates and source links identify the reporting window; they are not a guarantee of live freshness. Category demand does not establish your own profitability.

Editorial policy

The marqflow editorial team is responsible for our guides. We publish product-planning explanations, not personalised financial or tax advice. We distinguish platform rules from our own worked examples, link to primary sources and state the market and assumptions when quoting a rate.

A useful article should help you make a specific decision: price a product, set an ad ceiling, compare creator offers or budget a test. Illustrations are decorative; they are not screenshots of real shop results. We do not invent merchant case studies, sales volumes or search-volume statistics.

When a rule changes, the relevant guide and model need review together. An “updated” date reflects a substantive revision, not an automatic date refresh. Found an error? Use the contact link below and include the guide URL, market and official rule so we can check it.

Before you scale a product

Reconcile the model with a recent settlement. Check your category fee, creator agreement, returns and actual acquisition costs. Run a downside scenario. Use retained contribution and available cash together, not GMV or ROAS alone.

Open the free TikTok Shop calculator →