This document will explain all of the various aspects of the LivePerson Intent Analyzer dashboard.
All tables in the dashboards can be sorted by clicking on any of the headers.
The autorefresh setting allows you to set how often the dashboard refreshes. Setting it to the lowest time of 15 seconds will give you a live view into your intents.
The search bar will limit data to only its results across all dashboards and views of LivePerson's Intent Analyzer.
You are able to search for keywords in messages or metadata like conversation IDs.
When searching, you can use special operators like
"This message" AND "that intent" AND NOT "some other text"
Filters provide customers with increased flexibility and the ability to cover more granular use cases including detailed analysis of the bot/human tango. Exclude and compound filter options will make it faster to drill into specific data views and the ability to save filters. Customers can also save filters for ease of use.
Find a pattern or theme in the messages by going to the Intent Analyzer dashboard and filtering by undefined. First click the “Add Filter” button on the top right of Conversation Details in Intent Analyzer.
- Next, in the pop up window select “Intents” as your filter type on the left, and “undefined” from the dropdown on the right.
You have three options to select a time range to filter your intent data.
Quick Select will provide you with the most common time ranges.
Relative gives you a rolling window of time.
Absolute lets you use LivePerson's Intent Analyzer as historical reporting.
The Intent trends view gives a high level view of which intents are happening in your contact center
At a glance, see how your intent detection is doing
The volume and historical trend of your top 5 intents
Intents with Lowest Confidence Score
The lowest 5 intents in terms of matching confidence by the NLU.
If intents have a low confidence score, that means that they may need better or more training phrases.
Intents with Lowest MCS
The lowest 5 intents in terms of poor customer sentiment.
If intents show up here, there likely needs to be changes made to operational processes with bots or human agents.
All Intents and KPIs
Tabular view of all data above, not limited to top or lowest 5 intents.
The converation details view is where you go to dig in to explore the messages and conversations with intent.
Self Service Intent Discovery and Optimization
The new Self Service Intent Discovery and Optimization features enable brands to tune their Intent taxonomy and deploy improved models within minutes. Brands can now easily mine their conversation data to discover and build new intents from one unified interface. They can also correct misclassified messages and feed those annotations back into their model as new training phrases to improve recognition quality.
The information architecture has been updated to ease navigation between LivePerson's Intent Analyzer and Intent Builder.
Custom Starter Packs can be generated from historical chat transcripts as well as messaging transcripts. A minimum of 200K chat messages is required, but now brands who have recently migrated to messaging can utilize their chat history to automatically build out their own initial Intent taxonomy.
Under Conversation Details in LivePerson's Intent Analyzer dashboard, users can go through undefined messages and classify the correct intent or create a new intent.
Brands have the ability to choose to show how many messages they would like to go through (up to 500 messages) to reclassify or create new intents in groups.
To train the model, brands need to update the Intent Builder with the orange button. Once users click the orange button LivePerson's Intent Analyzer, they will still need to go into Intent Builder to train and activate the model.
When you create a new intent, a modal will guide you in the creation of the new intent. Currently, you MUST add 20 new utterances for each new intent before you can re-train the domain in Intent Builder.
In order for a brand user to begin reclassifying utterances via LivePerson's Intent Analyzer Discovery feature, they must have at least one of the following permissions:
Conversation Builder: Administrator Conversation Builder: Bot Builder Conversation Builder: Content User
At a glance information about your messages with intent
Messages with Intent
All messages with intent that match your filters.
Only shows up to 500 items.
Clicking on the Conversation ID, filters the dashboard via the search bar to just that conversation. For example, see agent conversations will be filtered to just that one.
Agent Conversations and Transcripts
The transcript data can be useful for determining improvements in training phrases.