How should brands measure agentic-commerce contribution margin?
Answer
Brands should measure agentic-commerce contribution using the same economic discipline applied to other channels. Start with net revenue and subtract channel-specific cost of goods, commissions, referral fees, promotions, advertising, payment costs, fulfilment, returns and other incremental expenses.
Why this matters
Gross sales can make a new channel look attractive while fees and customer-access limitations reduce the value created.
What management should examine
- Use a consistent contribution definition.
- Capture channel-specific commissions.
- Include fulfilment and returns.
- Separate first-order contribution from lifetime value.
What good looks like
Management can explain how much incremental economic value each agent channel creates after fully loaded channel costs.
Related questions and resources
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