Automotive Dealerships

1. Overview

In the automotive dealership industry, voice AI is primarily used to automate service appointment scheduling and to qualify inbound sales leads for the Business Development Center (BDC). This vertical is unique due to the high value of each interaction; a single successfully booked service appointment or a well-qualified sales lead can generate significant revenue. A successful voice AI implementation can dramatically increase the number of booked appointments and qualified leads while improving the overall customer experience and freeing up service advisors and BDC agents.

Service and sales calls capture customer names, phone numbers, addresses, and, on financing conversations, credit details. On the Growth plan you can turn on PII redaction to keep them out of stored transcripts.

2. Common Call Intents

This table outlines the most common reasons customers contact a car dealership.

Intent Name	Description	Example Caller Utterance
Schedule Service Appointment	The customer wants to schedule a maintenance or repair appointment for their vehicle.	”I need to schedule an oil change for my Honda Civic.”
Check Vehicle Status	The customer is calling to check on the status of their vehicle that is currently in for service.	”I was just wondering if my car is ready to be picked up yet.”
Inquire About a Vehicle	A potential buyer is interested in a new or used vehicle and has questions about its availability, features, or price.	”I saw a used Toyota Camry on your website and I was hoping to get some more information about it.”
Get Parts Information	The customer needs information about a specific part for their vehicle, such as price or availability.	”Do you have a new battery for a 2018 Ford F-150 in stock?“

3. Common Call Outcomes

This table lists the typical dispositions or final results of dealership calls.

Outcome Name	Description	Success/Failure
Service Appointment Booked	A new service appointment was successfully scheduled and confirmed.	Success
Sales Lead Captured	A new sales lead was successfully qualified and sent to the BDC or a salesperson.	Success
Information Provided	The customer’s question about parts, status, or a vehicle was answered.	Success
Transferred to Staff	The call was transferred to a human (e.g., service advisor, salesperson, parts department).	Neutral
Caller Hung Up	The caller disconnected before their issue could be resolved.	Failure

4. Recommended Evaluation Criteria

This section breaks down key evaluation criteria into specific, measurable checks for monitoring and improving agent performance.

Start from the eval library. Part of what follows is already covered by Tuner’s predefined evals, which you enable with one click: Data capture accuracy, Confirmation accuracy, Tool args mismatch, Tool response mismatch, Structured intake completeness, and Politeness. Between them they cover the vehicle, contact, and appointment details, the write into your DMS or CRM, and the tone of the call.Enable those first, then add the rest as custom evals. The criteria in the tables below are written to be used as the prompt definition of a custom eval.

Accuracy & Efficiency

Evaluation Name	Description	Type
Appointment Booking Accuracy	Evaluates the precision of the service scheduling process by verifying that the agent correctly captured and confirmed the customer’s name, vehicle details (make/model/year), requested service, and desired appointment date/time.	Pass/Fail
Correct Service Identification	Assesses whether the agent understood the customer’s description of their vehicle’s issue and correctly identified and booked the appropriate service. For example, if the customer mentions “my car is making a squeaking noise,” the agent should identify this as a potential brake issue and schedule a brake inspection.	Pass/Fail
DMS/CRM Write Accuracy	Verifies that the details the agent submitted to your DMS or CRM (customer name, contact number, vehicle make/model/year, service requested, and appointment slot) match what the customer actually said on the call. Catches transposed phone numbers, wrong model years, and mis-booked service types before they reach the service drive.	Pass/Fail

Sales & Service Quality

Evaluation Name	Description	Type
Sales Lead Qualification	Evaluates how effectively the agent qualified an inbound sales lead by capturing essential information including their name, contact information, the specific vehicle of interest, and their purchase timeline. Higher scores indicate more thorough qualification.	Scored 1-5
Objection Handling	Assesses the agent’s effectiveness in addressing customer concerns about price, availability, or service recommendations by explaining value propositions or offering appropriate alternatives to overcome objections.	Scored 1-5
Service Upsell Attempt	Determines whether the agent attempted to upsell relevant and complementary services during basic service bookings. For example, when scheduling an oil change, the agent should suggest commonly paired services like tire rotations.	Pass/Fail
Professional Tone & Branding	Evaluates whether the agent maintained a professional, friendly tone that is consistent with the dealership’s brand image and represents a premium customer experience throughout the conversation.	Scored 1-5

5. Compliance & Regulatory Requirements

Telephone Consumer Protection Act (TCPA): Restricts the use of automated dialing systems and pre-recorded messages for outbound marketing calls, requiring prior express consent.

6. Key Performance Benchmarks

Appointment Show Rate: 85% or higher for AI-booked appointments.
Lead to Appointment Rate (Sales): 30% or higher for qualified leads passed to the BDC.
Service Upsell Rate: 15-20% of service calls should have a successful upsell.

Getting Started

Integrations

Evaluation

Observability

Simulation

MCP

Guides

Resources

1. Overview

2. Common Call Intents

3. Common Call Outcomes

4. Recommended Evaluation Criteria

Accuracy & Efficiency

Sales & Service Quality

5. Compliance & Regulatory Requirements

6. Key Performance Benchmarks

​1. Overview

​2. Common Call Intents

​3. Common Call Outcomes

​4. Recommended Evaluation Criteria

​Accuracy & Efficiency

​Sales & Service Quality

​5. Compliance & Regulatory Requirements

​6. Key Performance Benchmarks

1. Overview

2. Common Call Intents

3. Common Call Outcomes

4. Recommended Evaluation Criteria

Accuracy & Efficiency

Sales & Service Quality

5. Compliance & Regulatory Requirements

6. Key Performance Benchmarks