How Coastal Auto Group Sold 23 Vehicles and Booked 89 Test Drives with AI

The Challenge

Kevin Park has been the sales manager at Coastal Auto Group in Tampa for six years, overseeing a team of eleven sales associates at a mid-volume franchise dealership that moves roughly 120 new and used vehicles per month. Coastal's website is the first stop for most shoppers — 3,000 unique visitors per month arrive to browse inventory, check pricing, and research available incentives. The conversion problem Kevin faced was not unusual for automotive retail: most of those 3,000 visitors browse and leave without making contact.

The automotive purchase decision is the second-largest financial decision most consumers make, and it involves significant research time. Shoppers have specific questions before they'll commit to setting foot in a showroom: Is the 2023 Camry XSE still available — I see it listed but it might be old? Does the truck have the tow package? Is the price negotiable? Does my credit situation qualify for the promotional financing? Can I trade in my current vehicle and how does that work?

Kevin's sales team could answer all of these questions, but only during the hours the showroom was open. Website visitors browsing at 9pm on a Thursday — often the peak browsing window for car shoppers who research after work — encountered a static inventory listing, a phone number that rang to voicemail, and a lead form that requested name, email, phone, and "how can we help you?" That form generated 40-50 submissions per month, mostly low-intent browsers who typed one sentence and moved on.

The conversion rate from website visitor to showroom appointment was 1.4%. Kevin knew from industry benchmarks that dealerships using interactive chat or video consultation tools achieved rates of 3-5%. The gap represented roughly 48-96 missed appointments per month. At Coastal's historical 26% show-to-close rate and $1,200 average gross profit per vehicle, that gap translated to $14,976 to $29,952 in missed monthly gross.

Kevin had evaluated several automotive-specific lead chat tools — all priced between $800 and $2,200/month — and found them overly rigid, requiring manual inventory entry rather than training on his existing VDP (vehicle detail pages) content.

Why Envoy

Kevin was introduced to Envoy by Coastal's digital marketing consultant, who flagged it as unusual in one specific way: it could ingest the dealership's existing website content, including vehicle detail pages, without requiring manual inventory uploads or API integration. This was the deciding factor. Coastal's inventory turns frequently — 40-60 new listings per month — and any solution requiring manual updates was a non-starter.

Envoy crawled Coastal Auto Group's website and indexed the full inventory of 280+ vehicle listings, the financing page, the trade-in page, the service department FAQ, and the "Why Buy Here" content. Kevin added 22 manual training entries covering questions that were not explicitly answered on VDP pages: what documents to bring for financing, how the dealer handles price matching, what the extended warranty options were, and a clear answer to the near-universal question "is the listed price the final price?" (Coastal's answer: MSRP for new vehicles, negotiable on used, with a clear explanation of dealer fees in Florida).

Kevin configured Envoy to book test drive appointments directly — collecting the vehicle of interest, preferred date, preferred time, and contact information, then routing the appointment to the appropriate sales associate's calendar. He also set up an instant notification to the sales floor when a chatbot lead expressed strong purchase intent (phrases like "ready to buy," "coming in this weekend," "down payment ready").

The Results

In 60 days, Envoy handled 2,140 website chat sessions. Of those, 89 converted to booked test drive appointments and 412 were classified as engaged leads (asked product-specific questions and shared contact information). Twenty-three vehicle sales were directly attributed to chatbot-originated interactions in Coastal's CRM — defined as deals where the customer's first contact with the dealership was the website chatbot.

The 23 attributable vehicle sales at $1,200 average gross profit represent $27,600 in incremental gross profit over 60 days. Kevin projects that a full 12-month run rate based on the 60-day data would produce $165,600 in additional annual gross profit — figures that represent a dramatic return relative to the cost of Envoy.

Two particularly notable patterns emerged. First, 38% of booked test drives (34 of 89) were scheduled after 7pm — entirely outside the hours Kevin's sales team was actively responding to website inquiries. These evening appointments would have been lost leads under the prior system. Second, the quality of Envoy leads at the appointment stage was demonstrably higher. Sales associates reported that chatbot-originated customers arrived having already asked their core research questions — meaning the test drive conversation started at a more advanced stage, focused on the actual vehicle experience rather than basic inventory questions.

Kevin also noted a 34% reduction in time spent on what he calls "zombie follow-up" — leads who submitted a generic web form but had no real purchase intent, requiring three or four follow-up attempts to establish even basic interest. Envoy's structured conversation filtered out low-intent visitors naturally, delivering leads that had already expressed specific vehicle interest.

In Their Own Words

"Three thousand people visit our website every month and we were converting 40 to 50 of them to any kind of lead. Most of those were people who typed 'interested in a truck' into a contact form and then never answered our calls. Envoy changed what a lead means for us. These are people who asked a specific question about a specific vehicle, got an answer in real time, and then scheduled a test drive. Twenty-three car sales in 60 days directly from a chatbot interaction. That's $27,600 in gross profit that didn't exist before."

— Kevin Park, Sales Manager, Coastal Auto Group

Try It Yourself

Coastal Auto Group used Envoy to capture and qualify dealership leads 24/7. Envoy is an AI chatbot for automotive businesses.

Start free with Envoy →

Or try our free tools:

• Lead Loss Calculator

Key Takeaways

• Coastal Auto Group's website converted just 1.4% of visitors to showroom appointments before Envoy; the chatbot more than doubled that rate to 2.9% by answering specific inventory and financing questions in real time.
• 34 of 89 booked test drives (38%) were scheduled after 7pm — representing a full after-hours revenue stream that simply did not exist under the dealership's previous phone-and-form model.
• 23 vehicles sold directly via chatbot in 60 days generated $27,600 in incremental gross profit, with a projected 12-month run rate of $165,600 in additional annual gross.
• Sales associate pre-qualification time dropped 67% per lead because chatbot conversations arrived with vehicle interest, financing questions, and trade-in intent already established — shifting conversations toward the test drive itself rather than basic discovery.