Returns and exchanges
Reasons by style, size, or SKU, where the team can share them.
Footwear fit-related returns review
Find the fit pattern.Find the fit and sizing patterns behind footwear returns.
Review returns, sizing feedback, and product evidence before deciding what to change.When return reasons, reviews, and sizing complaints disagree, Anburan reviews the evidence with your team and helps identify the next product, guidance, assortment, or workflow decision.
Use the evidence you have.Start with the evidence you already have.
Bring what you have. You do not need every input.
A review can bring customer, product, and operating signals into one decision. You do not need every input listed below to describe a case.
- Returns and exchanges
- Reviews and support messages
- Size guides and existing fit reports
What customers say
Reviews, support tickets, chat transcripts, and recurring fit complaints.
What the product says
Size guides, product-page fit advice, specifications, and existing fit or wear reports.
Review one case.
Each review is scoped and quoted before work. Current turnaround: 5–7 working days after scope and evidence are agreed.
How the review works
Anburan reviews the available evidence, separates patterns from uncertainty, and identifies the next decision.
- Describe the customer problem and the pending decision.
- Agree the evidence, scope, and boundaries.
- Review the signals and route the next action.
A written decision brief.
What the evidence suggests, what remains uncertain, and what to change or test next.
What the brief covers
- The recurring pattern and contradictory signals.
- Product, fit guidance, assortment, or workflow questions.
- Where specialist testing is still needed.
Case intake
Describe the problem.Start with the problem you can already see.
Tell us what customers see and what decision is pending.
What to include
A product, size range, return reason, or customer complaint. Add any reviews, support messages, fit guidance, or existing test results you have.
See an example case
- Problem
- Customers repeatedly report that this footwear style feels too narrow in the forefoot after 30–40 minutes of wear.
- Evidence
- 5 customer reviews mention forefoot pressure; 3 returns cite sizing/fit discomfort; no physical wear test has been completed yet.
- Decision pending
- Decide whether to change fit guidance, review the product specification, or run an additional wear test.
Questions before you send a case.
What is a Fit Friction Audit?
It is Anburan's name for a scoped review of fit-related returns and sizing feedback. It is not an established industry category or a laboratory test.
What do we need to share?
Start with one concrete problem and the evidence you have. Return reasons, reviews, support messages, sizing guidance, and existing fit reports can help. The first conversation determines what is available and appropriate to review.
Do you test shoes or recommend sizes?
No. Anburan reviews available evidence to support a product or workflow decision. It does not run laboratory, medical, certification, or wearer tests or provide a size-recommendation engine. A review may show where specialist testing is needed.
How is a review scoped and priced?
Describe the problem and the decision you need to make. Anburan checks whether the available evidence supports a review. Each review is scoped and quoted before work begins. The current turnaround for a fit-related returns review is 5–7 working days once the scope is agreed and the evidence is available.
What is a Fit Friction Audit?
It is Anburan's name for a scoped review of fit-related returns and sizing feedback. It is not an established industry category or a laboratory test.
What do we need to share?
Start with one concrete problem and the evidence you have. Return reasons, reviews, support messages, sizing guidance, and existing fit reports can help. The first conversation determines what is available and appropriate to review.
Do you test shoes or recommend sizes?
No. Anburan reviews available evidence to support a product or workflow decision. It does not run laboratory, medical, certification, or wearer tests or provide a size-recommendation engine. A review may show where specialist testing is needed.
How is a review scoped and priced?
Describe the problem and the decision you need to make. Anburan checks whether the available evidence supports a review. Each review is scoped and quoted before work begins. The current turnaround for a fit-related returns review is 5–7 working days once the scope is agreed and the evidence is available.
Boundaries
Evidence review, not laboratory testing.
What Anburan is
Anburan reviews fit-related returns, customer feedback, and product evidence to help teams decide what to change in a product, fit guidance, or workflow.
What Anburan is not
Not a laboratory, medical or certification service, wearer panel, or automated shoe-size recommendation tool. Where physical testing is needed, the review identifies that gap.
What Anburan does and does not do
Anburan reviews fit-related returns, customer feedback, and product evidence to help teams decide what to change.
It does not run laboratory, medical, certification, or wearer tests or provide automated shoe-size recommendations. A review can identify when specialist testing is needed.