Install
openclaw skills install mercadolibre-return-guideMercado Libre return management and authorization code agent. Complete returns workflow management for ML sellers — obtain return codes, manage return shipments, handle disputes, minimize return losses, and track return metrics. Triggers: mercado libre returns, mercadolibre return, ml return code, mercado pago refund, latin america ecommerce returns, ml dispute, mercadolibre seller, brazil ecommerce returns, argentina ecommerce, ml return management
openclaw skills install mercadolibre-return-guideComplete returns management for Mercado Libre sellers — from obtaining return codes to managing disputes, tracking return metrics, and minimizing return-related losses across LATAM markets.
return guide <situation> # step-by-step return handling guide
return code <order> # how to obtain return authorization code
return dispute <case> # handle a return dispute
return policy <market> # ML return policy by country
return reduce <category> # strategies to reduce return rate
return metrics <data> # analyze your return rate data
return response <buyer-message> # draft response to return request
return tracking <return-id> # track return shipment status
return report <period> # return performance report
return warehouse <setup> # overseas warehouse return setup
| Market | Language | Return Window | Key Notes |
|---|---|---|---|
| Brazil (BR) | Portuguese | 7 days (CDC law) | Strict consumer rights |
| Mexico (MX) | Spanish | 30 days | ML policy minimum 7 days |
| Argentina (AR) | Spanish | 30 days | Economic volatility affects returns |
| Colombia (CO) | Spanish | 30 days | Growing market |
| Chile (CL) | Spanish | 10 days (SERNAC) | |
| Peru (PE) | Spanish | 7 days |
Article 49 CDC (Consumer Protection Code):
Practical implications for ML sellers:
Step 1: Buyer requests return
Step 2: Seller review
Step 3: Obtain return code (for overseas warehouse) If using overseas warehouse or 3PL:
a. Login to ML seller account
b. Go to: Sales → Active → Find Order
c. Click "View return details"
d. Download or copy the return authorization code
e. Share code with your local warehouse team
f. Warehouse uses code to accept the returned item
Step 4: Inspect returned item
Step 5: Process refund
When to dispute:
Evidence to gather for disputes:
[ ] Original order photos (product condition when shipped)
[ ] Tracking confirmation of original delivery
[ ] Photos of returned item condition
[ ] Weight discrepancy documentation
[ ] Timeline documentation (dates and responses)
[ ] Any communication with buyer
Dispute submission:
Clothing & Fashion (highest return category):
Root causes: Wrong size, color different from photos
Solutions:
- Add accurate size chart with measurements in cm
- True-to-life product photos (no heavy filters)
- Add model measurements (height, weight, size worn)
- Include fabric composition and care instructions
Target return rate: <15%
Electronics:
Root causes: Doesn't work as expected, compatibility issues
Solutions:
- Detailed compatibility list (tested models)
- Clear instruction video
- Technical specs matched to product page
- Verify product works before shipping
Target return rate: <5%
Home & Furniture:
Root causes: Size not as expected, color mismatch
Solutions:
- Accurate dimensions with photo reference
- Color: show in natural light + artificial light
- "Assembly required" clearly stated
- Include all parts visible in listing image
Target return rate: <8%
Toys & Baby:
Root causes: Age-inappropriate, safety concerns
Solutions:
- Clear age range specification
- Material safety info (BPA-free, non-toxic)
- Safety certifications visible
- Accurate scale reference photo
Target return rate: <7%
Track weekly by category:
Metric Formula Target
Return rate Returns / Delivered <8%
Dispute win rate Won disputes / Total >70%
Refund turnaround Avg days to refund <3 days
Cost per return Return costs / Returns Minimize
Net return impact Return value / Revenue <5%
ML reputation impact:
Accepting legitimate return:
Hola [Nombre del comprador],
Hemos recibido su solicitud de devolución. Confirmamos que
aceptamos la devolución.
Por favor use el código de autorización [CÓDIGO] para enviar
el producto a nuestra dirección:
[Dirección del almacén]
Una vez recibido e inspeccionado el producto, procesaremos
su reembolso completo en 48 horas.
Gracias por su compra.
[Tu nombre/Tienda]
Requesting more information:
Hola [Nombre],
Lamentamos que no esté satisfecho con su compra.
Para procesar su devolución de manera eficiente, ¿podría
por favor enviarnos fotos del producto mostrando el problema?
Esto nos ayudará a resolver su caso más rápidamente.
Estamos comprometidos a encontrar la mejor solución.
[Tu nombre/Tienda]
Creates ~/ml-returns/ containing:
cases/ — individual return case filesdisputes/ — dispute evidence and outcomestemplates/ — response templates by languagemetrics/ — return rate trackingreports/ — return performance reportsEvery return management output includes: