Full-Funnel Automotive Marketing Case Study | Earl Stewart

Full-Funnel Automotive Marketing Case Study | Earl Stewart

Full-Service Case Study · West Palm Beach, FL

Full-Funnel Automotive Marketing Case StudyHow Earl Stewart Toyota Hit Record Revenue in 3 Months.

In one of the country’s toughest Toyota markets, Earl Stewart put every channel under one full-service partner, Dealers United. Then, they celebrated the 3 biggest service months in the store’s 50-year history.

$700KMonthly service revenue, up from $500K
+$4MAdditional annual revenue, on pace since the takeover
110%Of new-car objective, averaged every month

8,293 total leads at $7.18 CPL across Search and Social, April through June 2026.

Earl Stewart Toyota Case Study Hero Image v2
The Problem

Big Budget, But Unclear Results

Earl Stewart has spent 50 years building a name in one of Florida’s most competitive Toyota markets. But they couldn’t easily define how their marketing dollars were impacting revenue. The largest line item, paid search, kept climbing while used-car volume stayed stuck under 100 a month. The store was spending more every month to buy back attention a 50-year name had already earned. So Dealers United suggested the opposite: cut paid search to a fraction of the old budget, build the organic footprint so the store earned its visibility, and moved the savings into Broadcast, Streaming TV, social, and email.

“We were struggling to sell over 100 used cars, and now we’re closing in on 140, 150 a month with Dealers United. Service has never been busier. One of the things I’m most impressed with is how much less we’re spending on our search engine marketing, but the results are better than our last company. Dealers United turned our budget upside down. We were spending so much more on digital before, on the SEM side, and we cut that into a fraction of what we were spending, investing it instead on TV, Broadcast, and other strategies, and getting better results.”

Josh Stewart, Dealer Principal, Earl Stewart Toyota

Results

Full-Funnel Automotive Marketing Case Study Results: 3 Months In

Dealers United took over every channel in April 2026. Here is what the first three months did to every profit center.

MetricMetric
Before Dealers UnitedBefore
April to June 2026Now
ChangeChange
Monthly service revenue
$500K
$700K
+40%🏆 Record high
Used-car volume (monthly)
Under 100
140 to 150
+40%
Used-car gross revenue
Baseline
+30%
Since April 2026

🎉 3 consecutive record service months, while new-car objective averaged 110% every month.

Weekly Website Sessions vs. Competing Dealers, June 2026

65,441

01Total website sessions+163% vs. 24,850 competitor average

69.3%

02Engagement rate+25% vs. 55.3% competitor average

1:12

03Avg. engagement time+26% vs. 0:57 competitor average

50%

04Key-event rate in GA4Up from 3% before Dealers United
2.8xthe competing-dealer average, week after week
+2,421more sessions every week since the April takeover
Earl Stewart Toyotaweekly sessions, now16,778
14,357
Competing-dealer averagesame market, same weeks~6,040
06,00012,00018,000
Before Dealers UnitedAdded since the April takeoverCompeting-dealer average

Up 17% after the April takeover, and nearly 3x the competing-dealer average. Verified by NCM, a third-party dealer analytics group. All figures compare Earl Stewart Toyota to the average competing dealer over the most recent 30-day period.

“We’ve been with several marketing companies, and I can say with confidence that the team at Dealers United is the most engaged, and the most aware of what goes on at a dealership in the real world. They’re really focused, and they know how to get people in the door. And they’re responsive even in the middle of the month. When we want to move a particular model, or if there’s a particular segment that we need to get some more eyes on, they can pivot in the middle of the month and really open up the floodgates.”

Josh Stewart, Dealer Principal, Earl Stewart Toyota

What We Changed

The Full-Funnel Strategy That Broke 50 Years of Records

The budget didn’t get bigger. It got smarter. Dealers United ran every channel as one integrated system, building upstream demand and capturing it again bottom-of-funnel.

The work was hands-on across every channel. On SEO, we built new website pages, city pages for North Palm Beach and Lake Worth, plus model and service content, so the store finally ranked on the first page of Google for “Toyota dealer.” On social, custom video and behind-the-scenes service content sold the Earl Stewart experience on Meta and Reddit instead of just flashing a price. And Broadcast, Streaming TV, social, and conquest email created demand for the store’s name across the whole market.

01

SEO: A 50-Year Reputation, Finally on Page 1

Earl Stewart Toyota page 1 keyword growth in this full-funnel automotive marketing case study

The cheapest visibility is the kind you own. We rebuilt Earl Stewart’s organic footprint with new city pages and the model and service content local shoppers search for. In just 90 days, they were finally showing up on page 1 for key Toyota in-market terms.

#18→#3Keyword position for “Toyota dealer”
9 of 10Branded Toyota searches now on page 1
17,228Organic sessions, page 1 keywords up 71%

02

SEM: A Fraction of the Budget, More Qualified Leads

Earl Stewart Toyota paid search ads used in this full-funnel automotive marketing case study

Paid search was optimized to capture demand the moment a car shopper searched for “Toyota dealer near me” or “Tacoma for sale.” Dealers United ran Google Vehicle Listing Ads and Performance Max calibrated to real sales signals instead of clicks, so a smaller budget reached more in-market shoppers and closed leads at a fraction of the industry’s cost per lead.

$2Cost per lead, vs. a $38 industry average
6,652Total leads, 61% of them store visits
79%Site engagement rate, 20% better than competing dealers

03

Social Ads: Reach In-Market Shoppers Across Meta and Reddit

Social ads from the Earl Stewart Toyota full-funnel automotive marketing case study

Every Toyota store in the market advertises the same cars, so Dealers United built full-funnel social that told the story of the store, not just the metal. Custom video with “why buy here” offers paired with dynamic inventory ads reached in-market car shoppers across Meta and Reddit, moving them from awareness to a lead.

1,641Leads from Meta and Reddit, at $27.37 each
103Attributed sales
3%→50%Key-event rate in GA4

04

InventoryIgnite: Moving the Metal That Won’t Move Itself

InventoryIgnite VIN-level inventory ads for Earl Stewart Toyota

Platform algorithms spend on the cars that would sell anyway. InventoryIgnite runs inventory ad campaigns built to move the units Earl Stewart actually needed to move, pushing budget toward aging inventory, used trucks, and specific price bands instead of their souped up Tundras.

220VINs advertised with VIN Spend Lock
$25.36Average spend per VIN
168Influenced sales, at $33.21 cost per sale

05

Broadcast & Streaming TV: Make Every Other Channel Work Harder

Streaming and Broadcast TV creative for the Earl Stewart Toyota marketing campaign

You can’t sell a shopper who’s never heard of you. The budget freed up from search funded Broadcast and Streaming, which ran as a performance multiplier that put Earl Stewart in front of the whole market and made every other channel convert better. With demographic and in-market shopper targeting, this was measurable reach tied back to real website visits, not guesswork.

14,384Attributed website visits from Broadcast
93Attributed showroom visits from Streaming
57Attributed sales matchbacks from Streaming

06

Conquest Email: From Inbox to 500+ Matched Vehicle Sales

Conquest email creative from the Earl Stewart Toyota full-funnel marketing case study

Conquest email helped reach the in-market shoppers researching a Toyota who weren’t already in Earl Stewart Toyota’s database. Dealers United sent nearly 3 million conquest emails across the market, helping drive interest from inbox to showroom.

~3MConquest emails sent, at a 23% open rate
2%Click-through rate
583Attributed sales matchbacks
Let’s Talk

Want a Full-Funnel Case Study of Your Own?

Earl Stewart didn’t get a bigger budget. They got the one they had pointed somewhere else.

Tell us what you want your store to become, and we’ll show you where your spend is going now and what moving it upstream would do.

15-minute review of your store’s numbers. No commitment, no pitch deck.

FAQ

Frequently Asked Questions About Full-Funnel Automotive Marketing

What is full-funnel automotive marketing?

Running the channels that create demand and the channels that capture it as one plan, with budget free to move between them. Earl Stewart Toyota ran SEO, paid search, social, VIN-level inventory ads, TV, and conquest email under one roof. A point-solution vendor optimizes its own channel. A full-service partner optimizes your store.

Why does one agency running every channel beat separate vendors?

Because the gains compound, and à la carte marketing can’t compound. SEO and TV made the market know Earl Stewart’s name, and that is why paid search then closed leads at $2 against a $38 industry average. No search vendor produces that number on its own, and no separate vendor would ever cut its own budget to fund the channel that made it possible.

Can a dealership cut SEM spend without losing leads?

Yes, when the money goes somewhere that creates demand instead of disappearing. Earl Stewart cut search to a fraction and still produced 6,652 leads at $2 each, 61% of them store visits. Search gets cheaper once the market knows your name.

How do you market a Toyota dealership when every store sells the same car?

Stop selling the car and sell the store. Broadcast, Streaming TV, social and email built the brand across the whole market while InventoryIgnite put budget behind the vehicle buckets the store needed to move. Used-car volume moved from under 100 a month to 140 and 150, and used-car gross rose 30%.

Does dealership marketing move service revenue, or just car sales?

Both, when the plan includes the service drive. Earl Stewart went from roughly $500K a month to $700K and posted the three highest service-revenue months in the store’s 50-year history, off the same campaigns that lifted vehicle sales.

How long does it take to see results from a new dealership marketing strategy?

Earl Stewart saw movement inside the first month and set service records across the first three. SEO compounds slower. The “Toyota dealer” position took a full quarter to climb from #18 to #3. Expect early movement in weeks and the real picture in 90 days.

What Our Customers Say:

Tristen Oakley | Zeigler Auto Group
“Dealers United is amazing! I love our reps Cody, Meg, & Shea! They always respond quickly, have an amazing positive attitude, help us with whatever we throw at them, and are always there when we need them! The creative they offer & come up with is awesome! We use them for Facebook, Pinterest, TikTok, Instagram, and Snapchat social advertising! We have seen an amazing return on investment & high amount of vehicles purchased from using them as our social media ad agency! I would 10000% recommend!!”

GoogleZeigler

Bobby Sight | Rob Sight Ford
“Have been a Dealers United since fall 2019. We’ve seen incredible improvements in web traffic and ultimately car sales. The whole DU team is amazing starting with our account rep Andrew Rogers and all the way up to the CEO Pete Peterson. This group knows what they’re doing! Social media retargeting is the way to go and these are the guys to do it!”

Googlerob sight logo square

Jay Healey | Healey Brothers Auto Group
“We are able to get things done on time and make sure our customers are receiving the right messages. Dealers United has been a game changer for us!”

GoogleHealey Bros logo sm

Todd C Comstock | Adams Chevrolet Inc.
“We started using Dealers United in October of 2021. They handle a large portion of our paid digital marketing for us at our dealership. I have always understood the value of having a team working for us and seamlessly handling this rather complex process. Alix & Bryan have been instrumental in managing (and improving) our digital presence all the while being attentive to our specific needs on the dealership level. I highly recommend Dealers United. They have far exceeded our expectations.”

GoogleAdams Chevrolet

Jenna Popp | Serra Ford Rochester Hills
“In the Automotive space, there are SO many vendors saying they can get you results. Dealers United actually can, and they become a close member of your team just as if they were at the store working with you in house! We have worked with them for both our Ford and Buick GMC stores now. I’m grateful for Alix Knox, Justin, Pete, Molly, Brooke and the whole team!”

Google2021 logo serra ford rochester hills 1

Gary Martin | Gator Chrysler Dodge Jeep Ram
“I cannot say enough good things about Aleena and Mitch. They are always on top of things, proactive and very detailed. They take care of this account like it was their own money being spent. Also, they are both a joy to deal with.”

GoogleGator Chrysler Dodge Jeep Ram

Aimee Rogers | Brad Deery Motors
They are a great company to partner with. They really care about your company and keep coming up with great ideas to help you succeed. Aleena and Mitch are fantastic and so on top of things! Super fast responses and great communication! Definitely go above and beyond for their customers. ❤️

Google2022 logo brad deery ford

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How Sanford Honda Cut Digital Spend & Drove Record Sales

How Sanford Honda Cut Digital Spend & Drove Record Sales

Full-Service Case Study · Sanford, NC

Car Dealership Marketing Case StudyHow Sanford Honda Cut Digital Spend and Drove Record Sales.

A car dealership marketing case study in cutting waste: 85% less SEM spend, 168 total units, and the biggest used-car month in the store’s history.

168Total units, first full month (up from a 135 plateau)
94Used units, store record
-85%SEM budget
Sanford Honda Hero Image
The Problem

Spending More on Search Wasn’t Selling More Cars.

Sanford Honda was stuck at 135 units a month.

A ton of their budget sat in paid search, bidding on shoppers who’d already picked a Honda and were just looking where to buy it. Every dollar chased demand that already existed in a competitive space, instead of creating new demand where they could stand out.

So Dealers United helped change the plan, and Sanford Honda broke their used-car plateau 3 months in a row. Here is what car dealership marketing looks like when the budget moves upstream.

Before, we were plateaued at 135 units, then Dealers United suggested a huge reduction in SEM, adding TV, and the channels all feeding each other, all being necessary. And it worked. It worked quick. In our 1st full month with Dealers United, we did 168 total units, 94 of them used. That was the biggest used-car month in the history of the store. We’ve got the traffic and phone calls now. If we keep hitting our internal KPIs, we’ll soon be at our goal of 185 to 200 cars a month.

Oliver Cotterell, General Manager, Sanford Honda

Results

Car Dealership Marketing Case Study Results: 3 Months In

Sanford Honda partnered with Dealers United in May 2026. Here is what the first 3 months produced.

Monthly volumeVolume
BeforeBefore
First full monthMonth 1
ChangeChange
Total units
135
168
+24%
Used units
50-60
94
+68%🏆 Store record

Used volume held: 94 in May, 79 in June, 84 in July. 3 straight months above a ceiling the store had never cleared.

+42%

01Total website users+6,600 users

1:49

02Average engagement time+72% vs 0:53 competitor average

+73%

03ASC service appointment events

+77%

04Key events in GA4

Turn Rate vs. 15 District Competitors, July 2026

🏆 1st of 16Sanford Honda
58.72%
Next competitor
57.49%
District average
46.89%
National benchmark
44.76%
Zone benchmark
38.86%

Ahead of district, national, and zone turn rates.

Working with Dealers United, it still feels like we’re dealing with a little small local company. Pick up the phone, they’re there; text, they’re there. Plus, it’s honest: in our monthly calls, the results match every other report we have. And 4 months in, we’ve never been asked for another dollar. Give Dealers United your goals. Tell them who you want to become as a store, and see what they come up with. For us, the strategy was night and day from what we’d been doing.

Oliver Cotterell, General Manager, Sanford Honda

What We Changed

The Car Dealership Marketing Strategy That Broke the Ceiling

We told Sanford Honda to cut their search budget by 85%. Why?

Paid search is the last thing a shopper touches, not the first. Fund it like it’s the whole funnel and you’re paying premium rates to close people who were already closing. Move that money upstream into Streaming TV, Broadcast TV, social, and email, and the whole market knows Sanford Honda before anybody starts shopping. Search gets cheap after that, because you’re buying back your own name instead of renting a stranger’s attention.

6 Channels Working Together To Create & Capture Demand:

01

SEM: Spend Less, Close the Ready-to-Buy

Sanford Honda SEM ads used in this car dealership marketing case study

Search stopped being the budget and became the closer. What was left went to shoppers with a hand already on the door.

Cost per lead landed at $2.58 against a $38 industry average. Volume climbed anyway, to 1,612 a month, up 86% since launch. Conversion rate hit 28.6%, which is 18% better than the launch month.

Spend less, close more. That’s the trade.

$2.58Cost per lead, vs. a $38 industry average
1,612Leads a month, up 86% since launch
28.6%Conversion rate, 18% better than launch month

02

AI GEO: Be the Dealer the AI Recommends

AI GEO visibility results in this car dealership marketing case study

A shopper who asks an AI tool which Honda dealer near Sanford to trust never sees a search results page. There’s no position two to settle for. Either the AI names you or it names somebody else.

We built Sanford’s content to be the answer. Their AI GEO visibility score climbed from 59 to 82 in three months, a 40% lift that moved them from #4 to #1, past a next-best competitor sitting at 66. Their mention rate rose 77%, and they now show up in 4 of 5 relevant AI answers.

59→82AI visibility score in three months
+77%Mention rate across AI answers
#4→#1AI visibility rank, in 4 of 5 relevant answers

03

Streaming TV and Broadcast: Build the Demand First

Streaming TV advertising creative for a used car dealership marketing campaign

You can’t sell a shopper who’s never heard of you. TV fixed that.

Streaming TV reached 20,801 households and drove 2,744 attributed website visits over three months. The quieter number is the better one. Direct, branded traffic rose 59%, from 2,696 to 4,278.

That’s the market learning the name. Every other channel converted better once it did.

20,801Households reached in three months
2,744Attributed website visits
+59%Direct, branded traffic, from 2,696 to 4,278

04

Social Ads: Reach Buyers Before They Raise a Hand

Social ads from the Sanford Honda car dealership marketing case study

Most buying decisions happen long before anybody fills out a form. Social gets in front of shoppers during that window and stays with them to the sale.

Meta and Reddit produced 519 leads at $31.73 and 77 attributed sales, up 35% from the first month. Traffic from social climbed 208%, from roughly 1,300 users a month to about 4,000 in July.

519Leads from Meta and Reddit, at $31.73 each
77Attributed sales, up 35% from the first month
+208%Traffic from social, ~1,300 to ~4,000 users

05

InventoryIgnite: Spend on the Cars You Need to Move

InventoryIgnite VIN-level used car dealership marketing ads

Platform algorithms chase easy cars. The clean CR-V was going to sell with or without your money. The unit sitting at 90 days on lot is the one costing you.

InventoryIgnite uses VIN Spend Lock, a hard budget cap per VIN, so spend spreads across the lot instead of pooling on the fast movers. Across 318 VINs, it produced 105 influenced sales (80 new, 25 used) at $73.67 cost per sale, on an average of $39.87 per VIN. Roughly forty dollars a car to move aging metal.

318VINs advertised with VIN Spend Lock
105Influenced sales, 80 new and 25 used
$73.67Cost per sale, on $39.87 average per VIN

06

Conquest Email: Reach the Shoppers You Don’t Own Yet

Conquest email creative from the Sanford Honda car dealership marketing case study

Every dealer emails their own CRM. The shoppers who have never bought from you are the ones worth buying a list for.

Conquest email drove 25,400 in-market shopper clicks across 24 campaigns, at a 24% open rate and 2.2% click-through rate.

25,400In-market shopper clicks across 24 campaigns
24%Open rate
2.2%Click-through rate
Let’s Talk

Want a Car Dealership Marketing Case Study of Your Own?

Sanford Honda didn’t need a bigger budget. They needed the one they had pointed somewhere else.

Tell us what you want the store to become. We’ll show you where your spend is going now and what moving it upstream would do to your unit count.

15-minute review of your store’s numbers. No commitment, no pitch deck.

FAQ

Frequently Asked Questions About Car Dealership Marketing

How do you market a used car dealership?

Move budget above the point of purchase intent. Paid search only reaches people who are already shopping, so it caps you at demand that exists today. Sanford Honda shifted spend into Streaming TV, social, and email to build demand first, then used VIN-level inventory ads to push the specific used units sitting on their lot. Used volume rose 68% to a store record of 94.

Can a dealership cut SEM spend without losing leads?

Yes, if the money goes somewhere that creates demand rather than disappearing. Sanford Honda cut SEM 85% and lead volume still rose 86%, at $2.58 per lead against a $38 industry average. Search gets cheaper when shoppers already know your name, because you stop bidding against strangers for cold attention.

How long does it take to see results from a new dealership marketing strategy?

Sanford Honda saw a traffic lift inside 30 days and set a store used-car record in the first full month. Streaming TV and AI GEO compound more slowly. Their AI visibility score took three months to climb from 59 to 82. Expect early movement in weeks and the full picture in a quarter.

Is it worth hiring a car dealership marketing agency?

It depends on whether they will ever tell you to spend less. An agency paid on a percentage of spend has no reason to cut your search budget by 85%. Ask anyone you are considering to point at a car dealership marketing case study where they cut a client’s spend and the volume still went up.

What is AI GEO and why does it matter for car dealerships?

AI GEO (Generative Engine Optimization) is optimizing your dealership’s content so AI tools like Google AI Overviews and ChatGPT recommend you by name. Shoppers increasingly ask AI which dealer to trust instead of running a search. Sanford Honda went from #4 to #1 in AI visibility and now appears in 4 of 5 relevant AI answers.

How does a dealership start TV advertising?

Start with Streaming TV before Broadcast. It targets by household and reports attributed website visits, so you can prove it worked. Sanford Honda reached 20,801 households and drove 2,744 attributed visits in three months, with direct branded traffic up 59%.

What Our Customers Say:

Tristen Oakley | Zeigler Auto Group
“Dealers United is amazing! I love our reps Cody, Meg, & Shea! They always respond quickly, have an amazing positive attitude, help us with whatever we throw at them, and are always there when we need them! The creative they offer & come up with is awesome! We use them for Facebook, Pinterest, TikTok, Instagram, and Snapchat social advertising! We have seen an amazing return on investment & high amount of vehicles purchased from using them as our social media ad agency! I would 10000% recommend!!”

GoogleZeigler

Bobby Sight | Rob Sight Ford
“Have been a Dealers United since fall 2019. We’ve seen incredible improvements in web traffic and ultimately car sales. The whole DU team is amazing starting with our account rep Andrew Rogers and all the way up to the CEO Pete Peterson. This group knows what they’re doing! Social media retargeting is the way to go and these are the guys to do it!”

Googlerob sight logo square

Jay Healey | Healey Brothers Auto Group
“We are able to get things done on time and make sure our customers are receiving the right messages. Dealers United has been a game changer for us!”

GoogleHealey Bros logo sm

Todd C Comstock | Adams Chevrolet Inc.
“We started using Dealers United in October of 2021. They handle a large portion of our paid digital marketing for us at our dealership. I have always understood the value of having a team working for us and seamlessly handling this rather complex process. Alix & Bryan have been instrumental in managing (and improving) our digital presence all the while being attentive to our specific needs on the dealership level. I highly recommend Dealers United. They have far exceeded our expectations.”

GoogleAdams Chevrolet

Jenna Popp | Serra Ford Rochester Hills
“In the Automotive space, there are SO many vendors saying they can get you results. Dealers United actually can, and they become a close member of your team just as if they were at the store working with you in house! We have worked with them for both our Ford and Buick GMC stores now. I’m grateful for Alix Knox, Justin, Pete, Molly, Brooke and the whole team!”

Google2021 logo serra ford rochester hills 1

Gary Martin | Gator Chrysler Dodge Jeep Ram
“I cannot say enough good things about Aleena and Mitch. They are always on top of things, proactive and very detailed. They take care of this account like it was their own money being spent. Also, they are both a joy to deal with.”

GoogleGator Chrysler Dodge Jeep Ram

Aimee Rogers | Brad Deery Motors
They are a great company to partner with. They really care about your company and keep coming up with great ideas to help you succeed. Aleena and Mitch are fantastic and so on top of things! Super fast responses and great communication! Definitely go above and beyond for their customers. ❤️

Google2022 logo brad deery ford

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Strategy Spotlight: How Rob Sight Ford Won Kansas City’s AI Search with GEO

Strategy Spotlight: How Rob Sight Ford Won Kansas City’s AI Search with GEO

Dealers United
Rob Sight Ford

AI GEO Case Study

From Invisible
to #1

How Rob Sight Ford became the top AI-recommended Ford dealer in Kansas City, and the 5-step strategy that made it happen.

+1,500
Keywords Ranking
+41%
Organic Traffic
#1
AI-Recommended KC Ford Dealer

Section 01

The Problem with AI Search

The average car shopper in Kansas City doesn't start at Google anymore. They open ChatGPT, Perplexity, or Google's AI Overview and type something like: “What's the best Ford dealer in Kansas City?” Within seconds, they have a name. Then they go directly to that dealership's website, or call the number in the AI response.

They never see your search ranking. They never read your reviews page. They never click through an ad.

chatgpt.com
"Who is the best Ford dealer in Kansas City?"
AI Response

Based on customer reviews, service ratings, and online presence, several Ford dealers stand out in the Kansas City area.

Top Pick: Rob Sight Ford is frequently recommended as Kansas City's top Ford dealership, known for transparent pricing, a strong service department, and consistent community presence.

This shift is already happening at scale. When a Google AI Overview appears above organic results, click-through rates on those organic listings collapse. The traffic your rankings were built to capture goes to whoever AI decides to recommend instead.

Without AI Overview
3.97%
Avg. organic click-through rate
When AI Overview Appears
0.64%
Organic CTR drops to this
47% of Google searches now trigger an AI Overview

Rob Sight Ford was in this position. Strong traditional SEO. Solid reviews. A website doing what dealer websites do. But when a shopper asked an AI engine who to buy a Ford from in Kansas City, Rob Sight Ford wasn't in the answer.

This case study walks through what changed, why it worked, and how to apply the same framework to your store.

Section 02

How AI Decides Who to Recommend

AI engines don’t rank websites. They synthesize answers from multiple sources and recommend the business they have the most confidence in. That confidence comes from five signals. Most dealers are strong on one or two, and missing the rest entirely.

icons8 google business 500

GBP Authority

Your Google Business Profile is a primary data source for AI Overviews. Generic copy gives AI nothing to cite.

icons8 electronic brain 500

AI-Structured Content

Quick-answer paragraphs, FAQ schema, and question-style headers make content extractable by AI engines.

icons8 rfid signal 500

Technical Signals

Schema markup and consistent NAP (name, address, and phone) data establish entity confidence across platforms.

icons8 location 500

Third-Party Citations

Trade press, co-branded case studies, and community mentions tell AI what authoritative sources say about you.

icons8 get quote 500

Local Specificity

Geo-specific content with verifiable claims tied to your real market is cited at far higher rates than generic copy.

GBP Authority + AI Content + Technical Signals + Citations + Local Depth = AI Recommendation
Key Insight

Traditional SEO and AI GEO are graded on completely different criteria. A dealership can rank #1 organically and still have zero AI search presence. That's the gap most dealers don't know they have, until a competitor shows up in the AI answer instead.

AI RECOMMENDATION GBP Authority AI-Structured Content Technical Signals Third-Party Citations Local Specificity GBP AuthorityAI engines cite your GBP description directly.Specific, structured language becomes a recommendation.AI-Structured ContentPages that lead with direct answers get extracted by AI.Structure and schema matter as much as substance.Technical SignalsValidated schema and consistent NAP data establishentity confidence across all platforms.Third-Party CitationsTrade press and co-branded content tell AI whatauthoritative outside sources say about your store.Local SpecificityGeo-specific, verifiable claims get cited at farhigher rates than generic national copy.

Section 03

What the Audit Found

Before Dealers United began work on Rob Sight Ford's AI GEO strategy, the store went through a full AI visibility audit across all five factors. The finding was consistent with what DU sees at most dealerships: strong traditional SEO signals, and significant gaps in the signals AI engines actually use to form recommendations.

Factor Before AI GEO After AI GEO
GBP Description✗ Generic copy✓ Citation-ready
On-Page Content✗ Browser-first✓ AI-extractable
Schema Markup✗ Incomplete✓ Validated
NAP Consistency✗ Inconsistent✓ Unified
Third-Party Citations✗ Reviews only✓ Trade + community
Local Content Depth✗ Generic/national✓ KC-specific
The gap wasn't traditional SEO. The store was doing the right things for organic ranking. The gap was AI-specific visibility — and those are two different problems that require two different solutions.

Section 04

What We Fixed

Once the audit identified the gaps, implementation followed a clear sequence, starting with the fastest wins and building toward the longer-horizon citation signals.

1
Google Business Profile Rewrite

The GBP description was rebuilt with structured, citation-ready language: founding context, named certifications, geographic specificity, and outcome language tied to vehicle sales. AI engines need something concrete to cite. The rewrite gave them that.

2
On-Page Content Restructured for AI Extraction

Key pages were restructured so each major service or inventory category led with a direct 40-60 word answer. FAQ sections with FAQPage schema were added to capture the specific questions Kansas City Ford buyers ask most.

3
Schema Markup and NAP Standardization

LocalBusiness and AutomotiveDealer schema were implemented and validated via Google's Rich Results Test. NAP data was audited and corrected across all major directories, resolving entity confidence issues that prevent AI recommendation.

4
Third-Party Citation Building

This is the factor most agencies skip, and one of the most impactful. Work included building co-branded content, documenting AI GEO results in formats trade outlets could reference, and creating shareable proof that authoritative sources could point to.

5
Kansas City-Specific Content

New content was created specifically for the Kansas City market, making a specific, verifiable case for Rob Sight Ford within their DMA. Local context, geo-targeted buyer questions, and market-specific proof points feed the local specificity signal AI engines weight heavily.

Section 05

The Results

Twelve weeks after implementation, Rob Sight Ford's visibility across AI search engines had shifted dramatically.

+1,500
Keywords Ranking
+41%
Organic Traffic Increase
#1
AI-Recommended Ford Dealer in Kansas City
stars
"We had great Google rankings before, but we were invisible to AI. Dealers United changed that. They crush the AI and SEO game - it's a night and day difference. When they say they're going to improve our visibility, I actually see it happen. We've had tremendous growth in new vehicle Ford sales, and I genuinely think our brand consistency, and all the back-end work Dealers United does for us, has made a significant impact in getting us where we want to be."

— Bobby Sight | Managing Partner | Rob Sight Ford — Kansas City, MO

Section 06

Is Your Store Next?

Rob Sight Ford's situation isn't unique. Most dealerships doing everything right by traditional SEO standards have the same blind spot: zero presence in AI search responses. Run through these five questions for your store.

1
GBP Authority

Does your Google Business Profile description include specific, verifiable facts that an AI engine could cite as a source?

✓ Yes✗ No — quick win available
2
Content Structure

Do your key web pages lead with a direct 40-60 word answer to the question a buyer would ask an AI engine about your make and market?

✓ Yes✗ No — content restructure needed
3
Technical Signals

Is your LocalBusiness and AutomotiveDealer schema validated? Does your NAP match identically across every directory?

✓ Yes✗ No — schema + NAP audit needed
4
Third-Party Citations

Are you referenced by name in automotive trade press, co-branded case studies, or industry communities that AI engines treat as authoritative?

✓ Yes✗ No — citation gap, highest impact fix
5
Local Specificity

Does your content make a specific, verifiable case for your dealership within your market, or is it written for a generic national audience?

✓ Yes✗ No — local content strategy needed
If you answered No to 2 or more

Your store has the same gaps Rob Sight Ford had before the AI GEO work started. Every one of them is fixable. Most of the quick wins on GBP and schema can be addressed in under a week without any web dev support.

Find Out Where Your Dealership Stands

Dealers United offers a free AI GEO Audit that scores your dealership across all five factors. You'll see exactly what's keeping AI engines from recommending you, and what to fix first.

No commitment. See exactly where your dealership stands for free!

Frequently Asked Questions

Common questions about AI GEO for dealerships.

What is AI GEO and how is it different from SEO?

Traditional SEO optimizes for Google's ranking algorithm. AI GEO optimizes for AI answer engines like ChatGPT, Perplexity, and Google's AI Overviews. These systems don't rank pages — they synthesize answers and recommend specific businesses based on entity confidence signals: GBP authority, structured content, schema markup, third-party citations, and local specificity. A dealership can rank #1 organically and have zero AI search presence. That's the gap AI GEO closes.

How long did it take Rob Sight Ford to see results?

Rob Sight Ford saw material AI search visibility changes within 12 weeks of implementation. GBP and schema fixes are the fastest wins and can show movement in 30 to 45 days. Third-party citation building takes longer since it depends on external publications and community mentions. The full five-factor framework typically shows compounding results over a 90-day horizon, with citation and local specificity signals strengthening over time.

Which AI engines does this optimization work for?

The five-factor framework is built around signals that ChatGPT, Google AI Overviews, and Perplexity all weight heavily. While each engine has its own weighting, GBP authority, structured content, validated schema, NAP consistency, and local specificity are inputs all three use to determine recommendation confidence. Optimizing for these signals improves your standing across all major AI answer engines simultaneously.

Does AI GEO require changes to my existing website?

Some on-page content restructuring is part of the process — primarily rewriting key pages to lead with direct 40-60 word answer paragraphs and adding FAQPage schema. Most dealers find these changes improve both AI visibility and traditional SEO simultaneously. The GBP rewrite and NAP standardization happen off-site. Schema implementation requires backend access but no visual redesign of your site.

Can any dealership get the same results as Rob Sight Ford?

Results depend on your market, your current baseline, and how far competitors have progressed on AI GEO. Rob Sight Ford operated in a Kansas City market where no competitor had implemented a structured AI GEO strategy — which amplified the results. That window exists in most markets right now, but it closes as more dealers act. A free AI Visibility Audit from Dealers United scores your store across all five factors and gives you a clear picture of your specific opportunity.

What Is NAP Data, and Why Does It Matter for AI Search Visibility?

NAP data stands for Name, Address, and Phone number. It's the three core pieces of business information that identify your dealership across the internet: on Google Business Profile, Yelp, Facebook, dealer directories, automotive forums, and every other platform where your store might be mentioned.

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Exposing 6 Marketing Mistakes & How AI Solves Them – Webinar Recording – Request

Exposing 6 Marketing Mistakes & How AI Solves Them – Webinar Recording – Request

WEBINAR RECORDING FOR CAR DEALERS

6 Marketing Mistakes & How AI Solves Them

Hear from Jorge LaFosse (Dealers United) and Bobby Sight (Rob Sight Ford) about the six most common marketing mistakes costing dealers sales today—and how AI can fix them. 

What you’ll learn in this webinar: 

How to fix disconnected messaging

How AI search engines are influencing buyers (and how to make sure your dealership shows up!)

How to use AI prompts and workflows to create high-performing content and video faster

How to repurpose your campaigns across platforms to increase reach and recognition without extra work

+ BONUS: 15+ AI Prompts guaranteed to uncover missed opportunities in your marketing

Screenshot 2026 03 23 at 12.17.10 PM
Access recording to watch now:

What you’ll learn in this webinar:

How to fix disconnected messaging

How AI search engines are influencing buyers (and how to make sure your dealership shows up!)

How to use AI prompts and workflows to create high-performing content and video faster

How to repurpose your campaigns across platforms to increase reach and recognition without extra work

+ BONUS: 15+ AI Prompts guaranteed to uncover missed opportunities in your marketing

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AI SEO Checklist for Car Dealers

AI SEO Checklist for Car Dealers

A CAR DEALER’S GUIDE TO AI OPTIMIZATION

AI SEO Checklist for Car Dealers

Grab our AI optimization tips for car dealers to learn how to get your dealership to rank for AI Overviews, AI Search Engines, and zero-click content. 

What You’ll Learn In The Checklist:

E

18 essential DIY tests for optimizing AI for the automotive industry

E

Technical tips to ensure your dealership shows up on Google's AI Overview, on ChatGPT, and rank for AI Search Engines

E

How to create zero-click content so that your website still ranks without clicks.

Download AI SEO Checklist:

Grab our AI optimization tips for car dealers to learn how to get your dealership to rank for AI Overviews, AI Search Engines, and zero-click content. 

What You’ll Learn In The Checklist:

E

18 essential DIY tests for optimizing AI for the automotive industry

E

Technical tips to ensure your dealership shows up on Google's AI Overview, on ChatGPT, and rank for AI Search Engines

E

How to create zero-click content so that your website still ranks without clicks

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