Launching a chatbot is just the beginning. The real work is in measuring and improving its performance over time.
**Essential Metrics**
1. **Resolution Rate**: What percentage of conversations end without human escalation?
- Target: 70-80% for mature implementations
2. **Customer Satisfaction (CSAT)**: Post-chat surveys tell you how helpful the bot actually was
- Target: 4.0+ out of 5
3. **Containment Rate**: How many issues does the bot fully resolve?
- Different from resolution rate - this measures actual problem-solving
4. **Average Handle Time**: How long do conversations last?
- Shorter isn't always better - focus on quality
5. **Fallback Rate**: How often does the bot say "I don't understand"?
- Target: Under 15%
**Improvement Cycle**
Weekly review:
1. Identify most common unanswered questions
2. Add this content to your AI training resources
3. Test improved responses
4. Monitor impact
Monthly review:
- Customer satisfaction trends
- Cost per resolution comparison
- New use case opportunities