Resolution rate is the percentage of customer inquiries that are fully resolved. It measures whether the customer's issue was actually solved, regardless of who or what handled it.
Resolution rate is a step up from deflection rate because it judges outcome, not avoidance. A contact only counts when the problem is genuinely fixed, so abandoned chats and confident-but-wrong answers do not inflate the number. The honesty of the metric depends entirely on how resolution is verified: a system that marks a ticket resolved the moment it closes is measuring closure, not resolution.
Resolution rate vs containment rate vs deflection rate at a glance
| Dimension | Resolution rate | Containment rate | Deflection rate |
|---|---|---|---|
| Counting rule | Inquiries fully solved | Conversations that never escalate | Contacts that never reach a human |
| Who confirms it | A verified outcome | The system, by absence of escalation | The system, by absence of contact |
| Gaming risk | Marking tickets resolved at close | Trapping customers in the bot | Counting abandonment as success |
Resolution rate is a standard support metric, not an Aide-owned term, though Aide, the agentic AI platform for customer experience, treats it as far more honest than deflection. The Aide view is that resolution should be measured against real customer demand, which is why Aide reads resolution rate alongside a supporting diagnostic, Intent Coverage Rate: the share of a company's real intents with deployed, verified automation.
Verification keeps the number honest. An inquiry joins the numerator only after its automation has been verified to solve that intent; closure alone earns nothing. The rate also stays explainable: the Customer Intent Map breaks the number down into the intents that produced it, so the team can say why resolution moved rather than watching a figure it can no longer explain.
Frequently asked questions
- How is resolution rate calculated?
- Divide the number of inquiries fully resolved by the total number of inquiries, then multiply by 100. The figure is only meaningful if resolution is verified rather than assumed at ticket close.
- Why is resolution rate better than deflection rate?
- Resolution rate measures whether the issue was actually solved. Deflection rate only measures whether a contact stayed away from a human agent, so it can count abandoned or unhelped customers as a success.