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Analytics and Reporting

Learn how to track, analyze, and optimize your chatbot's performance using ChatMaven's analytics tools. This guide covers available metrics, reporting features, and how to use data to improve your chatbot.

Dashboard Overview​

Key Metrics​

  1. Usage Statistics

    • Total conversations
    • Messages exchanged
    • Active users
    • Session duration

  2. Performance Metrics

    • Response time
    • Success rate
    • Error rate
    • User satisfaction

  3. Engagement Metrics

    • User retention
    • Conversation depth
    • Feature usage
    • Peak hours

Conversation Analytics​

Message Analysis​

  1. Query Types

    • Common questions
    • Topic distribution
    • Intent recognition
    • Language patterns

  2. Response Quality

    • Answer accuracy
    • Response relevance
    • Citation usage
    • Fallback rate

  3. User Interaction

    • Message flow
    • User reactions
    • Follow-up questions
    • Conversation paths

Performance Monitoring​

System Health​

  1. Resource Usage

    • API calls
    • Processing time
    • Memory usage
    • Cache efficiency

  2. Error Tracking

    • Error types
    • Error frequency
    • Resolution time
    • Impact analysis

  3. Availability

    • Uptime
    • Response latency
    • Service status
    • Maintenance windows

User Insights​

Behavior Analysis​

  1. User Patterns

    • Usage times
    • Session length
    • Return frequency
    • Feature adoption

  2. User Segments

    • User types
    • Usage patterns
    • Platform preferences
    • Geographic distribution

  3. Satisfaction Metrics

    • Feedback scores
    • Resolution rates
    • Abandonment rates
    • User ratings

Custom Reports​

Report Builder​

  1. Metric Selection

    • Choose metrics
    • Set time ranges
    • Apply filters
    • Group data

  2. Visualization Options

    • Charts
    • Tables
    • Heat maps
    • Trend lines

  3. Export Options

    • CSV export
    • PDF reports
    • API access
    • Scheduled reports

Integration Analytics​

Platform Performance​

  1. Channel Metrics

    • Website performance
    • Slack usage
    • Discord activity
    • Mobile engagement

  2. Integration Health

    • Connection status
    • API performance
    • Webhook delivery
    • Error rates

Optimization Tools​

A/B Testing​

  1. Test Setup

    • Response variants
    • User segments
    • Test duration
    • Success metrics

  2. Results Analysis

    • Performance comparison
    • Statistical significance
    • User preferences
    • Implementation recommendations

Content Optimization​

  1. Knowledge Base

    • Content gaps
    • Update needs
    • Popular topics
    • Search patterns

  2. Response Tuning

    • Answer effectiveness
    • Format preferences
    • Language optimization
    • Context improvement

Best Practices​

Data Analysis​

  1. Regular Review

    • Daily monitoring
    • Weekly analysis
    • Monthly reports
    • Quarterly reviews

  2. Action Items

    • Identify issues
    • Set priorities
    • Implement changes
    • Track results

Performance Optimization​

  1. Response Quality

    • Monitor accuracy
    • Improve relevance
    • Reduce errors
    • Update content

  2. User Experience

    • Track satisfaction
    • Optimize flow
    • Reduce friction
    • Enhance engagement

Troubleshooting​

Common Issues​

  1. Data Accuracy

    • Missing data
    • Incorrect metrics
    • Tracking issues
    • Integration problems

  2. Report Generation

    • Loading errors
    • Export issues
    • Display problems
    • Data refresh

Getting Help​

  • Review documentation
  • Check system status
  • Contact support
  • Community forums

Next Steps​