Chat Agent Productivity Report
Overview
The Chat Agent Productivity Report provides a detailed, user-wise summary of agent activity and performance across all chat sessions within a specified time interval.
This report helps supervisors evaluate how effectively each agent utilized their working hours — how much time they were staffed, actively handling chats, or idle.
It gives a 360° view of agent productivity, response behavior, and overall efficiency in managing chat interactions.
Purpose
Use this report to:
- Measure agent utilization during chat operations.
- Identify idle or underutilized time across shifts.
- Analyze response speed, chat handling time, and feedback quality.
- Benchmark agent performance for productivity tracking and optimization.
Report Fields
Column Name | Data Type | Definition |
|---|---|---|
# | Number | Denotes the row number for each entry in the table. |
Agent Name | String | Name of the user (agent) handling chat interactions in the campaign. |
Agent ID | String | Unique identifier of the agent associated with the chat sessions. |
Total Staffed Duration | Duration | Total time duration for which the agent was logged into and staffed in the campaign, including break times. Figure: Total Staffed Duration |
Total Ready Duration | Duration | Total time duration during which the agent was active and available to handle chats. Calculated as the sum of durations in both Auto-Call On and Auto-Call Off states across sessions. Figure: Total Ready Duration |
Total Chat Offered | Number | Total number of chat sessions offered to the agent in the selected campaign and interval. |
Total Chat Served | Number | Total number of chat sessions successfully handled (served) by the agent. |
Total Chat Not Responded | Number | Total number of chat sessions assigned to the agent that were not responded to. |
Total Chat Transferred to Agent | Number | Total number of chat sessions that were transferred to the agent from another user. |
Avg. First Response Time | Duration | Average time taken by the agent to send the first response to a new customer message across all served chat sessions. |
Avg. Chat Duration | Duration | Average total time spent by the agent in serving each chat session. Formula: Total Chat Duration ÷ Total Chats Served |
Avg. Feedback Score | Number | Average of all customer feedback scores received for chats handled by the agent. Figure: Calculation of Average Feedback Score |
How to Interpret the Report
- Total Staffed Duration vs Total Ready Duration→ Helps determine the proportion of active working time versus total logged-in time.
- Total Chat Offered vs Served→ Indicates agent responsiveness and chat handling rate.
- Total Chat Not Responded→ Highlights potential idle time, disengagement, or high load.
- Average First Response Time→ A key indicator of chat service quality — shorter times represent faster response and better customer experience.
- Average Chat Duration→ Reflects the complexity or efficiency of conversations. Consistently long durations may require workflow review or escalation handling analysis.
- Average Feedback Score→ Provides insight into customer satisfaction for each agent, helping supervisors identify training or recognition opportunities.
Example
Agent Name | Total Chats Served | Avg. Chat Duration | Avg. First Response Time | Avg. Feedback Score |
|---|---|---|---|---|
Aditi Sharma | 74 | 3m 45s | 18s | 4.6 |
Rajesh Nair | 59 | 5m 12s | 42s | 4.1 |
Priya Mehta | 63 | 4m 08s | 25s | 4.8 |
Interpretation:
- Aditi Sharma demonstrates fast responses and high customer satisfaction.
- Rajesh Nair may need coaching on faster response and chat resolution.
- Priya Mehta maintains balanced handling time and feedback — a benchmark performer.
Key Insights
Metric | Indicates |
|---|---|
Staffed Duration | Total logged-in time in campaign. |
Ready Duration | Time agent was available to take chats. |
Chats Served | Actual volume of handled chat sessions. |
First Response Time | Speed of response to customers. |
Chat Duration | Efficiency in resolving queries. |
Feedback Score | Customer satisfaction and service quality. |
Best Practices
- Monitor Average First Response Time to ensure SLA adherence.
- Regularly track Not Responded Chats to identify disengaged agents.
- Use Average Feedback Score to recognize top performers and reward customer satisfaction.
- Compare Chat Duration Trends to balance workloads among agents.
- Combine this report with Agent Chat Report for a full view of utilization and performance.