Legacy - Exploring the Conversational Analytics Dashboard
Summarize
Summary of Legacy - Exploring the Conversational Analytics Dashboard
The Conversational Analytics dashboard enables ServiceNow customers to analyze Virtual Agent (VA) interactions to improve user experience and increase resolution rates. It provides comprehensive insights into conversational data collected over a 90-day interaction period, with metrics retained for up to two years. This dashboard helps identify user engagement patterns, topic performance, conversation flow, and resolution effectiveness.
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Important: This legacy dashboard is being prepared for deprecation and will no longer be available for installation. A new, FedRAMP-authorized Conversational Analytics dashboard in the Platform Analytics experience is available for customers requiring Government Community Cloud compliance. Migration options exist for current users to transfer data to the new dashboard.
Key Features
- Worst Performing Topics: Identifies VA topics that perform poorly over a specified period, helping prioritize improvements.
- Conversation Details: Provides metadata for each VA interaction, including user identity, chat duration, and the exact point where users exit a topic.
- User Insights: Tracks individual user chat histories to understand usage patterns and behavior.
- Dashboard Tabs: Organized into sections such as Overview, Usage, Conversations, Users, Topics, NLU Prediction, Custom Events, Funnels, and Issue Auto-Resolution—each offering focused analytics and filtering options to explore VA performance in depth.
- Data Visualization and Trends: Interactive scorecards and charts display current values and trends over time, with drill-down capabilities for detailed data exploration.
- Time Range and Data Handling: Data is displayed in UTC with flexible date-range selection, supporting real-time updates and delayed data ingestion up to 30 days for technical contingencies.
Using the Dashboard
The dashboard’s intuitive interface allows customers to:
- Set custom date ranges to analyze specific periods of VA interaction data.
- Navigate between tabs for summaries or detailed analytics.
- Use advanced filters to dissect conversations by nodes, topics, channels, or user attributes.
- Interact with visual elements to drill down into specific metrics or conversation details.
A tutorial is available to familiarize users with dashboard components and how they interrelate to provide actionable insights for refining Virtual Agent design and increasing issue resolution rates.
Practical Benefits for ServiceNow Customers
- Gain actionable insights to optimize VA topic design and conversation flows.
- Identify and reduce user drop-offs and unnecessary transfers to live agents.
- Monitor VA effectiveness in understanding user intent through NLU prediction analytics.
- Track and improve auto-resolution capabilities to increase self-service success.
- Prepare for migration to the new Platform Analytics experience dashboard to maintain compliance and access enhanced analytics features.
Use Conversational Analytics dashboard to improve Virtual Agent (VA) interactions with users. The dashboard provides deep insights into conversational data, and helps you refine topics and increase the percentage of issues resolved by VA.
Conversational Analytics dashboard is being prepared for future deprecation. It will be supported until deprecation but will no longer be available for installation. A new Conversational Analytics dashboard in Platform Analytics experience, which meets the compliance requirements of Government Community Cloud (GCC), and thus FedRAMP authorized, is available. See Conversational Analytics dashboard in Platform Analytics experience.
For details on the deprecation process, see the Deprecation Process [KB0867184] article in the Now Support Knowledge Base.
If you are an existing user of this dashboard and want to migrate analytics data to the new dashboard, see Migrate data to Conversational Analytics dashboard in Platform Analytics experience [KB1651556].
Virtual Agent Analytics
- What percentage of users transfer from VA to a live agent
- How to increase engagement rate and reduce user drop-offs
- Whether the user reached the last node in a topic
- Most and least-used topics
- Conversation details using advanced filters
- How to optimize conversation design
Key Features
- Worst performing topics
See the worst-performing VA topics over a given time period.
- Conversation details
Discover metadata about each VA interaction, including the user, the chat duration, and which node a user stopped at in a topic.
- User insights
Get a history of a user's chats.
Overview of using dashboard sections
The following sections provide a high-level overview of how to use each section of the dashboard from the top down.
- Date range of data displayed
The Start and End dates at the top of the dashboard specify the data range of the data summarized on each page.
All data is continually pushed from Virtual Agent to the dashboard in real time, and retained for up to 3 months. The analytics dashboard can also accept conversation data up to 30 days old, to support scenarios involving temporary technical issues.
All dates and times on the dashboard are UTC. Even though the conversation table lists conversation dates and times in different time zones, Virtual Agent (VA) converts them to UTC when displaying them on the dashboard. Additionally, if you select a preset date range, such as last week, the dates might be slightly different from what you expect.
For information about setting the date range, see Set the date range of the data.
Certain data visualizations might not have data available for the start date and end date selected in the Start and End fields. In this case, the widget shows a start date and end date for the visualization based on the data availability within the selected date range.
- Getting detailed data
The Overview tab provides summaries of the data displayed on the other tabs. You can get to more detailed data in several ways:
- Select a tab, for example, Usage.
- Select the arrowhead in one of the cards.
- Select a visualization.
- Dashboard tabs
Table 1. Dashboard tabs Tab Description Overview Landing page for the dashboard that shows summary information for all the other tabs. Usage Describes VA conversation usage, for example, the language of the conversations, their durations, and the types of conversations. Conversations Summary information for a user's conversations. Advanced filtering enables you to filter by conversation nodes or topics, and get details about the conversation duration, the channel the conversation occurred in, and the number of messages exchanged. You can link to details about each conversation on this tab. Users Lists the users who have had VA conversations. Advanced filtering provides analytics about usage frequency, by conversation, the duration of the conversation for each user, the user's first and last conversation, and the language used. You can link to user details from this tab, including their conversations. Topics Shows metrics about topics used by VA in conversations. Metrics include how many VA conversations moved to a live agent, average length of conversations per topic, and topic blocks used. NLU Prediction Shows the number of times the NLU prediction model accurately understood the intent of the user's conversation or auto-selected a topic. The chart links to the NLU Workbench if your instance includes NLU. Custom Events Displays the number of custom chat events that you create using the Events page. If you don't create custom events, the tab content is empty. Funnels Provides metrics for conversation flows. Issue Auto-Resolution Displays information about the number of user issues intercepted by the auto-resolution service and resolved by the Virtual Agent. - Trends and scores
Many tabs use scorecards that show the current value for a data point, for example, the number of conversations currently online.
Scorecards also show data trends, such as the increase or decrease of the data values over the date range specified on the dashboard. Hovering over the title of a scorecard displays a description of the scorecard.
Certain trend visualizations on the dashboard such as the trends in intent and topic matching do not support viewing monthly, weekly, and daily data.
- Visualizing data
Many tabs show visualizations of the recorded VA data.
The cards have a common setup.
In each visualization, you can select:- Subtabs to visualize different datasets in the visualization.
- Arrowhead icon
, which takes you to the corresponding tab that provides more detailed information.
For example, select the arrowhead in the Active Users scorecard to go to the Users tab, which shows a list of users currently using VA chat.
- Select displayed data, such as a bar in a bar chart, to display detailed information about that data.
Tutorial
Now that you are familiar with the user interface, you can try the tutorial. It shows how the parts of the dashboard work together to provide insights for improving VA.