Custom AI agent · Customer Support
AI Customer Support Agent for Apparel Brands
Turn fit, order, and return questions into a clearer customer experience.
Help apparel brands answer customer questions about products, fit, sizing, availability, orders, delivery, exchanges, returns, and care with a support workflow aligned to the brand's catalog and policies.
- More consistent guidance on fit, sizing, product details, and care
- Clearer next steps for orders, exchanges, returns, and delivery questions
- Human escalation with the right order and product context
Starting at $300 USD/month
Starting at $300 USD/month. Final pricing depends on scope, product count, order volume, channels, commerce integrations, and the level of ongoing support.

What is an AI customer support agent for apparel brands?
An AI customer support agent for apparel brands helps shoppers and customers find trustworthy answers before and after a purchase. It can explain approved product details, size and fit guidance, color or variant availability, care instructions, order status, shipping steps, exchange and return policies, and how to reach a specialist. Tranki designs the workflow around your catalog, brand voice, commerce platform, fulfillment process, policy exceptions, and human handoff rules. It can reduce repetitive questions without making unsupported fit promises, refund decisions, or inventory claims.
Customer support tailored to your apparel experience
Guide product and fit questions
Use approved product attributes, measurements, size charts, fabric details, care guidance, and fit notes while clearly distinguishing general guidance from a customer's personal fit decision.
Clarify variants and availability
Help customers navigate color, size, style, and collection options using the agreed catalog or inventory source, and explain when availability needs confirmation.
Explain order and policy steps
Give clear guidance on order changes, shipping, exchanges, returns, store credit, and policy requirements without promising an outcome outside the approved rules.
Route exceptions with context
Escalate damaged items, fit disputes, sensitive complaints, fraud signals, unusual orders, VIP requests, and refund or policy exceptions with the relevant details already collected.
Where it can help
A shopper choosing between sizes
The agent explains the brand's size chart, garment measurements, fit notes, and how to measure. It avoids guaranteeing a fit and can route a detailed question to the brand team.
A customer checking an order
When an authorized order source is connected, the agent can explain the documented status and next step. Missing, delayed, or conflicting information is sent to support rather than guessed.
An exchange or return request
The agent explains the current policy, eligibility information, and required steps, then collects order and item context for a human review when the request is outside the standard path.
A product-care or material question
The agent uses approved product and care documentation, while routing safety, quality, damage, allergy, or construction concerns to the appropriate brand or fulfillment owner.
How it works
A step-by-step workflow your team can review before launch.
Understand the customer question
Classify the request as product, fit, variant, inventory, order, shipping, exchange, return, care, complaint, or another support need.
Check approved brand sources
Consult the catalog, size guide, care documentation, policy, order record, inventory source, or fulfillment guidance available in scope.
Answer within policy
Give a concise, brand-aligned response, state any uncertainty, and ask only for the product, order, or customer details needed to proceed.
Escalate exceptions
Route disputes, damaged goods, policy exceptions, sensitive complaints, and unclear records with a summary of the conversation and requested resolution.
Built around your business
What we configure
- Catalog structure, collections, product attributes, size charts, fit language, and care guidance
- Brand voice, customer segments, support channels, business hours, and service levels
- Commerce, order, inventory, fulfillment, returns, help-desk, or CRM integrations
- Exchange, return, refund, damaged-item, fraud, VIP, and complaint escalation rules
- Separate workflows for pre-purchase shoppers, customers, wholesale accounts, and partners
What we need from you
- Current product catalog, size and fit guides, care information, shipping, exchange, and return policies
- A defined source of truth for order, inventory, and fulfillment status when live answers are required
- Examples of common product questions, fit conversations, returns, complaints, and exceptions
- Named owners for order support, fulfillment, product quality, and policy decisions
- Access approval for each commerce, order, customer, and support system included in scope
Clear boundaries before launch
What it will not do
The agent should not guarantee a customer's fit, invent inventory or delivery status, approve a refund or exception, make medical or allergy claims, diagnose product defects, expose another customer's information, or alter an order without an authorized workflow. Account-specific answers require appropriate identity and permission checks. Fraud, payment, legal, safety, quality, accessibility, and sensitive complaint cases must go to the designated human team.
How success is measured
Establish a baseline for repetitive product, fit, order, shipping, exchange, and return questions, response time, handoff volume, and unresolved conversations. After launch, review answer accuracy against catalog and policy sources, order-lookup success, correct routing, time to human follow-up, customer feedback, and questions that expose gaps in product or policy content. Optimize for confidence and resolution quality, not just automation rate.
Frequently asked questions
What does an AI customer support agent for apparel brands do?
It helps shoppers and customers find approved information about products, fit, sizing, variants, care, orders, delivery, exchanges, and returns. It can collect context and route exceptions to the brand's support or operations team.
Can it tell a customer which size to buy?
It can explain your size chart, measurements, and documented fit notes, but it should not guarantee a personal fit. The workflow can collect additional information or route a detailed fit question to your team.
Can it check order or inventory status?
Yes, when an authorized and current commerce, order, or inventory connection is included in scope. If the source is unavailable or conflicting, the agent should explain the limitation and escalate rather than guess.
What does the $300/month starting price mean?
Tranki solutions start at $300 USD/month. We review your catalog, channels, order volume, policies, and integrations before providing a proposal. The starting price does not automatically include every commerce or fulfillment connection.
Can it approve returns or refunds?
It can explain the approved policy and collect the information needed for a request. Refunds, policy exceptions, damaged-item claims, and unusual cases should follow the authorization rules defined by your team.
Will it replace our customer support team?
No. It is designed to handle repeat questions and prepare better context so your support team can focus on exceptions, relationships, product quality, and decisions that require human judgment.





