Conversation AI Summary and Transcript Feature Guide

If you’re using Conversation AI to handle customer interactions, you’re already ahead of the game. But what if you could automatically capture the essence of every conversation, store it inside your CRM, and trigger smart automations based on what was said?

That’s exactly what the Conversation AI Summary and Transcript feature is designed to do.

Instead of manually reviewing chat logs or trying to remember what happened in a session, the system generates structured summaries and transcripts for you — automatically. This keeps your CRM clean, your workflows powerful, and your follow-ups precise.

Key Takeaways

Conversation summaries are generated per session
Transcripts include both inbound and outbound messages
Summaries can auto-save to contact fields
You can trigger workflows when a summary is created
Inactivity timers control when summaries generate
Messages are only included while the feature is enabled
Each new session replaces the previous summary
Email notifications can be configured for team awareness

Let’s break everything down step by step.

What Is the Conversation AI Summary and Transcript Feature

The Conversation AI Summary and Transcript feature automatically generates a recap of each conversation session handled by your AI bot.

It creates:

A concise summary of the session
A full transcript of the interaction

These are generated per session and always reflect the most recent interaction.

This feature is especially powerful if you:

Use CRM automation
Assign contacts to sales reps
Trigger workflows based on conversation outcomes
Need internal visibility across teams
Want better reporting from AI interactions

How Conversation Summaries Work

Understanding the behavior rules is critical.

Session-Based Generation

Summaries and transcripts are generated per conversation session. When a new session starts:

The previous summary is replaced
Only the latest session is stored
Messages sent after the last summary are included

What Gets Included

Included messages:

All inbound messages
All outbound messages
Only messages sent while the feature is enabled

Excluded messages:

Messages sent before enabling the feature
Messages sent while the feature is turned off

This ensures accurate, session-specific tracking without mixing old data.

How to Enable Conversation Summary

Follow these steps:

Navigate to AI Agents
Click Conversation AI
Select an existing bot or create a new one
Open the Bot Goals tab
Toggle Enable Conversation Summary

Important note
By default, summaries are disabled. You must manually turn this on.

Also, remember that messages sent before enabling will not be included.

Conversation Summary Settings Explained

The real power comes from customizing how summaries are generated.

Inactivity Time Setting

This determines how long the system waits before generating a summary.

Example:

If inactivity is set to 15 minutes:
No messages for 15 minutes
Summary automatically generates

This works well for sales conversations or support chats that naturally pause.

Instant Summary on Bot Sleep

A summary is generated immediately if the bot goes to sleep due to:

Maximum message limit reached
Workflow action puts bot to sleep
Stop Bot condition triggered
Human handover
Manual or workflow message sent

This ensures you never lose session data when automation shifts.

Minimum Message Requirement

You can set a minimum number of messages required before a summary generates.

If the conversation does not meet this threshold:

No summary is created
Even if the inactivity time expires
This prevents clutter from short, one-word exchanges.

Automatically Saving Summaries to Contact Fields

One of the most powerful settings is saving the summary directly to a contact field.

How it works:

The generated summary is stored in a selected custom field
Each new summary replaces the previous one
The Notes section also stores it by default

This keeps your CRM clean and structured.

Imagine a sales rep opening a contact record and immediately seeing a summarized recap of the last AI interaction. That’s powerful.

Triggering Workflows When a Summary Is Generated

This is where automation becomes intelligent.

You can trigger a workflow as soon as a summary is generated.

How to Set It Up

Go to Automation
Create a new workflow
Leave it without a traditional trigger
Attach it to the Conversation Summary generation
Add actions such as

Create a task
Notify assigned user
Update opportunity stage
Add tags
Send internal alerts

Now your CRM reacts automatically to AI conversations.

Using Summary and Transcript Variables in Workflows

Inside workflows, you can access:

Conversation AI → Summary
Conversation AI → Transcript

This means you can:

Extract intent
Identify booking interest
Score lead quality
Generate internal notes using GPT
Append multiple transcripts over time

For advanced users, you can even run GPT actions on transcripts to extract structured data.

Example:

Pull out budget mentions
Identify appointment requests
Detect objections
Categorize inquiry type

This turns passive chat logs into actionable intellige

Email Notifications for Conversation Summaries

You can configure automatic email notifications when a summary is generated.

Recipients can include:

All admins
All users
Assigned user
Specific team members
Custom email addresses
Or none

This keeps your team aligned without manually checking conversations.

Practical Use Case Examples

Sales Qualification

AI handles initial inquiry.
Summary extracts intent.
Workflow assigns a high-intent lead to a closer.

Support Ticket Creation

AI answers questions.
Summary detects an unresolved issue.
Workflow creates a support task automatically.

Appointment Tracking

The bot handles booking.
Summary confirms the booked appointment.
CRM updates the opportunity stage instantly.

Important Behavior Rules to Remember

Summaries are session-based
Each new session replaces the previous one
Only messages sent while enabled are included
Disabling ignores messages during that period
Re-enabling resumes from new messages only

These rules prevent data overlap and confusion.

Pricing Breakdown

The Conversation AI Summary and Transcript feature is included within Conversation AI functionality.

Conversation AI pricing typically follows a usage-based model per message.

For example:

$0.02 per message on pay-per-usage plans
Unlimited usage is included under higher-tier AI Employee plans

Important clarification
Conversation summaries do not incur additional separate fees beyond message usage. The cost is tied to AI conversation messages themselves.

Always verify your current plan to understand:

Per-message pricing
Unlimited AI usage options
Any rebilling capabilities for agencies

Frequently Asked Questions

Are old conversations summarized retroactively?

No. Only messages sent after enabling the feature are included.

Does the transcript include outbound bot messages?

Yes. Both inbound and all outbound messages are included.

What happens if I turn the feature off?

Messages during that time are ignored. When re-enabled, summaries resume from new messages only.

Can I store multiple summaries over time?

Yes, using GPT workflow actions you can append summaries instead of replacing them.

Does each new session overwrite the previous summary?

Yes. The feature always reflects the latest session only.

Can I trigger automations based on transcript content?

Yes. Using workflow variables and GPT actions, you can analyze transcript data and trigger conditional logic.

Conclusion

The Conversation AI Summary and Transcript feature transforms raw AI interactions into structured, actionable CRM intelligence.

Instead of manually reviewing chats, you get:

Automated summaries
Full transcripts
Smart workflow triggers
CRM field updates
Email notifications
Data-driven automation

When configured correctly, this feature turns your AI bot from a simple responder into a fully integrated automation engine.

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