How should brands handle returns from agent-generated purchases?
Answer
Agent-generated purchases should fit into the company’s normal return system wherever possible, but management should preserve enough transaction context to distinguish customer preference, merchant error and agent error. Return rates can also become an important signal of recommendation quality.
Why this matters
A highly automated acquisition channel can look successful at checkout while creating unusually expensive post-purchase behavior.
What management should examine
- Measure returns by agent source.
- Capture reason codes.
- Track support contacts.
- Track refund costs.
- Identify repeated agent-specific errors.
What good looks like
Customers receive simple returns while management can identify whether particular agents or use cases create systematically weak transactions.
Related questions and resources
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