Use sentiment analysis dashboard
Visualize and interpret customer sentiment across cases using the sentiment analysis dashboard and GenAI insight cards.
The sentiment analysis dashboard provides a comprehensive view of customer sentiment across cases and accounts. It includes visualizations, filters, and GenAI-generated insights to help identify sentiment trends, root causes, and performance across channels and assignment groups.
Entry Point Widget
The sentiment snapshot widget can be accessed from the CSM/FSM configurable workspace home page. It displays a preview of the dashboard of the sentiment trend over time, using the average sentiment score per day. You can access more detailed information by selecting View dashboard and navigate to the details page.
- The sentiment analysis dashboard can only be managed by customer service managers. The sentiment analysis case skill must be activated so that future cases can pick up sentiment.
- The entry point in Core UI to access the sentiment analysis dashboard is .
In-depth View Page – Data Visualizations
| Function | Description |
|---|---|
| Sentiment trend | Displays the average sentiment score per day over time. |
| Record details | Displays the distribution of cases from very positive up to very negative. |
| Sentiment breakdown | Displays sentiment breakdown by Region, Assignment Group, Account, Agent, Category, Product, Channel, Priority, State, and also includes average sentiment and total records data. |
| Bar Chart | Displays sentiment split across categories in Record details. |
| Chart Toggle | Switches between line and bar chart views in Sentiment trend and Record details. |
| Time Filters | Supports Last 7 days, Last 30 days, Last 3 months, Last 6 months, and custom range filtering options. |
GenAI generated Insight Cards
GenAI insights provide explanations for sentiment trends and root causes in different cases. These include:
- Negative sentiment drivers: Displays factors that most frequently influence negative customer sentiment. The insight is across the date range and displays a reason why cases in these categories were showing that sentiment.
- Positive sentiment drivers: Displays factors that most frequently influence positive customer sentiment. The insight is across the date range and displays a reason why cases in these categories were showing that sentiment.
- Top negative assignment groups: Displays agent assignment groups with the highest levels of negative customer sentiment.
- Sentiment change after escalation: Displays the comparison of customer sentiment before and after a case escalation.
- Number of cases by channel: Displays the distribution of customer sentiment across different communication channels.
All five of these insights look into each case's short description and the last 10 days of comments and work notes to generate these insights.
You can select Related records to open a new page with a list that shows the corresponding cases referenced in the graph. You can select the refresh icon to see the latest update.