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AI agents for eCommerce customer support: what actually works

The short answer

AI agents work well for high-volume, low-risk questions: order status, delivery times, returns policy and product details, as long as they can look up real order data and hand off to a person smoothly. They work badly for complaints, refunds with exceptions and anything emotional. Measure resolution and customer satisfaction, not just deflection.

What works

  • “Where is my order?” The agent reads order and courier status and answers instantly.
  • Policy questions: returns, exchanges, warranty and delivery areas.
  • Product questions: size, compatibility and materials from your catalogue.
  • Out-of-hours cover: instant answers at night and on holidays.

What doesn’t

  • Angry customers and complaints, which need empathy and authority to fix things.
  • Refunds and exceptions outside your standard policy.
  • Questions the agent can’t check against real data; guessing causes damage.

How to set one up well

  1. Start with your top 20 questions from the last three months of tickets.
  2. Connect real data: order status, tracking and your policy documents.
  3. Design the hand-off: a clear “talk to a person” option that passes the conversation along.
  4. Channels: start where your customers already ask, often WhatsApp in India.
  5. Review weekly: read a sample of conversations and fix wrong answers.

Measures that matter

  • Resolution rate: questions fully answered without a person.
  • Customer satisfaction on AI-handled conversations.
  • Time to first response and to resolution.
  • Escalations that should have been caught earlier.

From our work: [An AI support set-up PURSHO designed or tested: channels, question types and results]

See how we approach this in AI and automation consulting.

How PURSHO approaches this

See how we help with this in AI & Automation Consulting, or book a free 30-minute consultation. Related case study: [Category] D2C brand.

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