As businesses begin using AI to communicate with customers, one of the most common questions is: “Why did the AI make that decision?”
For example:
To address this challenge, HubSpot introduced a new feature for Customer Agent called Customer Agent Message Insights, which provides detailed visibility into AI activity through something known as an Audit Card.
The Audit Card allows users to see exactly what the Customer Agent does while responding to customers—from identifying a contact in the CRM to evaluating the lead’s qualification status.
For business owners, this is an important step toward making AI transparent, auditable, and trustworthy.
Customer Agent is HubSpot’s AI-powered agent designed to help businesses communicate with customers more efficiently.
Its main capabilities include:
An Audit Card displays the actions taken by the Customer Agent when it generates a response for a customer.
The system shows what steps the AI performed to produce that response. Examples of information shown in the Audit Card include:
This helps users understand that the AI is not responding randomly—it is making decisions based on real customer data.
In the Tester Experience interface, the Audit Card appears when the agent performs actions such as Identify, Match, and Update within the CRM. It clearly highlights which customer data fields have been modified.
Additionally, the Audit Card displays how the system determines whether a website visitor qualifies as a lead and categorizes them as:
These decisions are based on predefined criteria and information collected during the conversation.
Customer Agent Message Insights provides several key benefits:
Increased Trust
Users can verify whether the Customer Agent is operating according to the configurations set by the business.
Transparent Lead Qualification
Sales teams can immediately understand why a lead was categorized as Qualified, Partially Qualified, or Unqualified.
Data Verification
The system clearly shows which data points—such as job title or location—influenced the lead prioritization process.
Process Improvement
By reviewing how AI gathers and evaluates information, teams can refine their lead qualification criteria for better accuracy.
Data Compliance
The system also supports compliance requirements. For example, customers may be required to provide an email address before starting a conversation, ensuring proper lead identification and qualification.
One of the most important capabilities of Customer Agent is its ability to work directly with the CRM.
When a user begins a conversation with the Customer Agent and provides an email address, the agent can determine whether that person already exists in the CRM.
For example, the Audit Card may display a message such as: “Luma identified customer in CRM: Kenny | kenny@gmail.com”
This indicates that the Customer Agent successfully located the customer’s record in the CRM.
If the customer requests a data update, such as: "Change my location to New York."
The Customer Agent will update the CRM record and display the change in the Audit Card, for example:
The system shows both the previous and updated values, allowing users to easily verify the changes. The Audit Card also provides a link to the Customer Record, enabling users to open the full CRM profile immediately.
Another key capability of Customer Agent is Lead Qualification.
During a conversation, the agent collects information from the customer such as:
This information is then compared with the business’s predefined lead qualification criteria, resulting in one of three classifications:
The Audit Card displays the AI’s decision on the right side of the interface, including the specific data used in the evaluation. It also includes a link to the full qualification criteria.
For example:
This transparency allows sales teams to quickly understand why a lead was categorized in a specific group.
Customer Agent Message Insights is available for users with the following HubSpot products:
Using this feature requires HubSpot Credits, which serve as the usage unit for AI capabilities within the platform.
In the past, many organizations hesitated to adopt AI because they could not see how the system made decisions.
Features like Customer Agent Message Insights are changing that.
Businesses can now clearly see:
For business owners, this means more trustworthy AI, more transparent sales processes, and more effective use of customer data.
Customer Agent is therefore not just an automation tool—it is a system that helps businesses gain deeper insights into their customers and drive data-informed growth.
Reference: HubSpot. (2026). Customer Agent Message Insights: See How Your Agent Updates Records & Qualifies Leads. Retrieved from https://app.hubspot.com/l/product-updates/?rollout=286895
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