01

Automate bounded customer-service tasks

Start with questions supported by current catalog, policy, delivery, payment, and help content. Ecommerce automation should not imply that unrelated inventory, fulfillment, email, or accounting work is included.

02

Link answers to real commerce actions

Product cards, recommendations, wishlist choices, cart actions, and store links should use current connected data and merchant rules. Test each action in the markets and store states where it will appear.

03

Route uncertain and private cases to a person

Ask for clarification when requirements conflict. Use an approved human route for account-specific work, sensitive questions, missing policies, and operational exceptions.

04

Measure coverage before expanding

Track repetitive questions, usable answers, product-link engagement, unresolved requirements, and operator workload. Automation value depends on source quality, traffic, catalog structure, and team process.