AI Visibility · Regional Scoreboard

Jeep AI Visibility Baltimore Metro

Jeep dealers across Baltimore

Regional report · 7 sub-markets
AI
VISIBILITY
Find Buy Service
Prepared August 2026Prepared by CarGenius
Overview

Executive summary

We measured how often AI assistants (ChatGPT, Google AI Mode, and Google AI Overview) name each of the region's 21 Jeep dealers when shoppers ask where to find, buy, and service - city by city. Here is who is winning AI visibility today, and where the gaps are.

Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore leads with 19% share of voice (of every time AI named a Jeep dealer in the region) and is named in 66% of all answers. Heritage Chrysler Dodge Jeep RAM Parkville and Antwerpen Chrysler Jeep Dodge Ram follow. The clearest gap is DARCARS Chrysler Dodge Jeep Ram of New Carrollton, which AI names less often than its nearby shopper demand would suggest.

How to read this report. This draws on answers from ChatGPT, Google AI Mode, and Google AI Overview. Dealers are never named in the questions, so every dealer is measured the same way. Cities are not counted equally: each city counts toward the regional score in proportion to how much Jeep shopping happens there - measured by its monthly search demand - so a strong showing in high-demand markets like Baltimore and York moves a dealer's regional standing much more than the same showing in a small one. Every city's own results appear in the sub-market table below. The full method is at the end of this report.

The regional leaderboard

Who AI recommends most across the region. Share of voice: of every time AI named a Jeep dealer in the region, how often it named this one. AI visibility: how often AI names the dealer at all. Named first: how often it is the very first dealer named.

  1. Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore - 19% share of voice, named in 66% of answers, named first 48% of the time; strongest sub-market: Dundalk.
  2. Heritage Chrysler Dodge Jeep RAM Parkville - 15% share of voice, named in 52% of answers, named first 17% of the time; strongest sub-market: Baltimore.
  3. Antwerpen Chrysler Jeep Dodge Ram - 13% share of voice, named in 45% of answers, named first 9% of the time; strongest sub-market: Baltimore.
  4. Jones Chrysler Dodge Jeep RAM - 12% share of voice, named in 41% of answers, named first 20% of the time; strongest sub-market: South Bel Air.
  5. Don White's Timonium Chrysler Dodge Jeep Ram - 11% share of voice, named in 42% of answers, named first 17% of the time; strongest sub-market: Baltimore.
  6. Adams Jeep Of Maryland - 8% share of voice, named in 29% of answers, named first 19% of the time; strongest sub-market: South Bel Air.
  7. Tate Dodge Chrysler Jeep Ram - 3% share of voice, named in 10% of answers, named first 5% of the time; strongest sub-market: Glen Burnie.
  8. Bayside Chrysler Dodge Jeep Ram of Annapolis - 3% share of voice, named in 7% of answers, named first 39% of the time; strongest sub-market: Annapolis.
  9. Ourisman Chrysler Dodge Jeep Ram of Clarksville - 3% share of voice, named in 9% of answers, named first 18% of the time; strongest sub-market: Columbia.
  10. Giambalvo Chrysler Dodge Jeep Ram - 3% share of voice, named in 8% of answers, named first 81% of the time; strongest sub-market: York.
  11. Thornton Chrysler Dodge Jeep Ram - 3% share of voice, named in 8% of answers, named first 33% of the time; strongest sub-market: York.
  12. Susquehanna Chrysler Dodge Jeep Ram - 2% share of voice, named in 7% of answers, named first 0% of the time; strongest sub-market: York.
  13. Fred Frederick Chrysler Jeep Dodge Ram Laurel - 2% share of voice, named in 5% of answers, named first 8% of the time; strongest sub-market: Columbia.
  14. Ciocca Chrysler Dodge Jeep Ram of Hanover - 1% share of voice, named in 5% of answers, named first 0% of the time; strongest sub-market: York.
  15. Ourisman Chrysler Dodge Jeep Ram of Bowie - 1% share of voice, named in 2% of answers, named first 12% of the time; strongest sub-market: Annapolis.
  16. Keene Dodge Chrysler Jeep Ram - 0% share of voice, named in 1% of answers, named first 0% of the time; strongest sub-market: South Bel Air.
  17. Hondru Chrysler Dodge Jeep RAM of Elizabethtown - 0% share of voice, named in 1% of answers, named first 0% of the time; strongest sub-market: York.
  18. DARCARS Chrysler Dodge Jeep Ram of Silver Spring - 0% share of voice, named in 0% of answers, named first 50% of the time; strongest sub-market: Columbia.
  19. DARCARS Chrysler Dodge Jeep Ram of Rockville - 0% share of voice, named in 0% of answers, named first 0% of the time; strongest sub-market: Columbia.
  20. DARCARS Chrysler Dodge Jeep Ram of New Carrollton - 0% share of voice, named in 0% of answers; strongest sub-market: South Bel Air.

Who leads each sub-market, and where

  • Baltimore (population 585,708, 6,150 searches per month) - AI names Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore most.
  • York (population 43,992, 780 searches per month) - AI names Giambalvo Chrysler Dodge Jeep Ram most.
  • Columbia (population 99,615, 420 searches per month) - AI names Ourisman Chrysler Dodge Jeep Ram of Clarksville most.
  • Glen Burnie (population 67,639, 360 searches per month) - AI names Tate Dodge Chrysler Jeep Ram most.
  • Annapolis (population 40,812, 350 searches per month) - AI names Bayside Chrysler Dodge Jeep Ram of Annapolis most.
  • Dundalk (population 63,597, 250 searches per month) - AI names Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore most.
  • South Bel Air (population 48,828, 120 searches per month) - AI names Jones Chrysler Dodge Jeep RAM most.

Bubble area is proportional to monthly search demand; the number keys each sub-market to the table. Small dots mark the tracked dealers' locations. Map © OpenStreetMap contributors.

What the region is searching for

  • Jeep Wrangler - 3,180 searches per month
  • Jeep Grand Cherokee - 1,860 searches per month
  • Jeep Cherokee - 1,200 searches per month
  • Jeep Compass - 970 searches per month
  • Jeep Gladiator - 840 searches per month
  • Jeep Grand Wagoneer - 380 searches per month

Top Sources

The websites AI cited most when answering shopper questions across the region, as a share of all citations:

  • carfax.com - 10.5% of citations
  • dealerrater.com - 10.0% of citations
  • jeep.com - 9.0% of citations
  • cars.com - 5.7% of citations
  • cargurus.com - 5.5% of citations
  • caredge.com - 5.0% of citations
  • ourismanchryslerdodgejeepramofbaltimore.com - 4.6% of citations
  • adamsjeepofmaryland.com - 3.8% of citations
  • kbb.com - 3.7% of citations
  • autotrader.com - 3.6% of citations
  • baysidecdjrmd.com - 2.5% of citations
  • donwhites.com - 2.3% of citations

Regional Insights

AI gives shoppers a short list of 3 dealers. AI answers with actual dealership names 99.4% of the time and names only 3 dealers per answer. A dealer not on that list loses the shopper to one that is.

The most Google reviews does not mean the most AI recommendations. Ourisman Chrysler Dodge Jeep Ram of Bowie has the region's most Google reviews (3,753) yet ranks 15th of 21 on this leaderboard, while Antwerpen Chrysler Jeep Dodge Ram (1,125 reviews) ranks 3rd.

AI's information comes from review sites and forums, not dealer websites. carfax.com alone is cited more often than any dealer website.

Dealer ratings run far lower on Yelp than on Google. The tracked dealers average 4.3 stars on Google but only 2.5 on Yelp, and 18 of 20 score below 3.0 there. Yelp is one of AI's cited sources in this report, so a weak Yelp profile feeds directly into what AI reads.

Baltimore holds most of the demand - and no dealer has a firm lead. Baltimore and York together hold 82% of the region's shopping demand, yet in Baltimore, the busiest market, the most-recommended dealer (Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore) takes only 22% of AI's dealer mentions. AI names a different leading dealer in 6 of the 7 local areas.

Regional footprint

Who leads each sub-market, and where

The dealer AI names most in each sub-market. Each sub-market is measured at its anchor city - shown with its population - chosen to represent that part of the region; the anchors together span the metro's major population centers. On the map, each anchor's bubble is sized by its monthly shopper search demand, so larger circles are the markets with more search activity.

National footprint

The 25 metros, coast to coast

Each bubble is one of America's 25 biggest metro areas, sized by monthly shopper search demand in its anchor city and numbered by metro rank. The table that follows names the dealer AI recommends most in each.

Market demand

Where the nation shops

Monthly brand and model searches in each metro's anchor city - the demand AI answers compete for. Search demand weights and sizes the markets in this report; it is not a sales figure.

Market demand

What the region is searching for

How many shoppers near the region search for each model every month. This is the demand AI answers compete for, and it sets how much each city counts toward the scores. Search demand weights the cities in this report; it is not a sales figure.

Metro leaderboard

The National 25 - who AI recommends, metro by metro

The dealer AI assistants recommend most in each of the nation's 25 biggest metros, measured with identical non-branded Find / Buy / Service questions in each metro's anchor city.

How to read this. Share of voice: of every time AI named a dealer in this metro, how often it named this one. AI visibility: how often AI names the dealer at all. Named first: how often it is the very first dealer named - kept separate from visibility, as always. Bars are scaled to a 50% share.

Regional leaderboard

The regional leaderboard

Who AI recommends most across the region. Share of voice is the headline: out of every time AI named a dealer, how often it named this one. AI visibility is how often AI names the dealer at all, and named first is how often it is the very first dealer named - a dealer can be named often yet rarely first, so we keep these separate. Cities with more shopper demand count for more.

#DealerStrongest sub-marketAI visibilityShare of voiceNamed first
1Ourisman Chrysler Dodge Jeep Ram Fiat of BaltimoreDundalk66%
19%
48%
2Heritage Chrysler Dodge Jeep RAM ParkvilleBaltimore52%
15%
17%
3Antwerpen Chrysler Jeep Dodge RamBaltimore45%
13%
9%
4Jones Chrysler Dodge Jeep RAMSouth Bel Air41%
12%
20%
5Don White's Timonium Chrysler Dodge Jeep RamBaltimore42%
11%
17%
6Adams Jeep Of MarylandSouth Bel Air29%
8%
19%
7Tate Dodge Chrysler Jeep RamGlen Burnie10%
3%
5%
8Bayside Chrysler Dodge Jeep Ram of AnnapolisAnnapolis7%
3%
39%
9Ourisman Chrysler Dodge Jeep Ram of ClarksvilleColumbia9%
3%
18%
10Giambalvo Chrysler Dodge Jeep RamYork8%
3%
81%
11Thornton Chrysler Dodge Jeep RamYork8%
3%
33%
12Susquehanna Chrysler Dodge Jeep RamYork7%
2%
0%
13Fred Frederick Chrysler Jeep Dodge Ram LaurelColumbia5%
2%
8%
14Ciocca Chrysler Dodge Jeep Ram of HanoverYork5%
1%
0%
15Ourisman Chrysler Dodge Jeep Ram of BowieAnnapolis2%
1%
12%
16Keene Dodge Chrysler Jeep RamSouth Bel Air1%
0%
0%
17Hondru Chrysler Dodge Jeep RAM of ElizabethtownYork1%
0%
0%
18DARCARS Chrysler Dodge Jeep Ram of Silver SpringColumbia0%
0%
50%
19DARCARS Chrysler Dodge Jeep Ram of RockvilleColumbia0%
0%
0%
20DARCARS Chrysler Dodge Jeep Ram of New CarrolltonSouth Bel Air0%
0%
-
Showing the top 20 of the 21 dealers measured; every dealer is measured and scored the same way.
Winning patterns

The winners are not who you'd expect

The two things dealers invest in as reputation - store size and Google rating - do not separate the AI leaders from the field. Most metros are led by a store that is not the biggest in its market, winning under its own local name.

Where AI's winners rank by store size. Every metro's dealers, ranked by Google review count; the groups below show where each metro's AI leader falls in that size order.

Dealer scorecard

Dealer ranking scorecard

Read each grade cell as two numbers: a bold 0-100 grade, and in grey the share of voice it comes from. The grade is relative - the region's strongest dealer scores 100 and every other dealer is measured against it. Find, Buy and Service are graded on their own and count equally toward the Weighted overall. "Weighted" means busier cities count for more: each city's result is scaled by its monthly search demand before the cities are combined, so how a dealer does where the shoppers are matters most.

AI sources

Top Sources

The websites AI cited most when answering shopper questions across the region - each shown as its share of all the citations AI made. Getting listed and well-reviewed on the sources that rank highest here is how a dealer gets into AI answers.

AI sources

What AI reads, nationally

Store size and ratings do not decide who AI recommends. The clearest national pattern is what AI reads: the same few sources appear in metro after metro. Each website is shown as its share of all the citations AI made across the 25 measured metros. Getting listed and well-reviewed on the sources that rank highest here is how a dealer gets into AI answers.

Market opportunity

Most metros are still up for grabs

The small number next to each metro is the leader's share of voice divided by the runner-up's - 1.0x means the leader and runner-up are tied.

Contested - the runner-up is within striking distance Held - the leader is comfortably ahead Bubble size = market size (monthly searches)

Leader's share of voice

Of every time AI named a dealer in that metro, the percentage that went to the metro's #1 dealer.

Runner-up's share of voice

The same measure for the #2 dealer. The closer the two shares, the closer the race; a leader can never sit below the dashed line, only above it.

Share of voice = a dealer's AI mentions ÷ all dealers' AI mentions in its metro
Striking distance = the runner-up holds at least the leader's share ÷ 1.2
Market opportunity

Share of Voice vs Share of Demand

This chart plots each dealer's Share of Voice (up) against its Share of Demand (across). The dashed line is break-even, where the two are equal. Below it, a dealer's Share of Demand is larger than its Share of Voice - the clearest gaps to close. Bubbles are sized by Google review count.

At or above its opportunity Below its opportunity (a gap) Bubble size = Google review count

Share of Voice

When AI assistants recommend dealers in this region, the percentage of those recommendations that go to this dealer.

Share of Demand

This dealer's slice of the region's shoppers, based on distance: each town's shoppers count toward the stores nearest them, and busier towns count for more.

Share of voice = a dealer's AI mentions ÷ all dealers' AI mentions
Share of demand = a dealer's nearby demand ÷ all dealers' nearby demand
Regional insights

Regional Insights

These patterns stand out when the region's answers are read together. Each one is computed from the measured runs behind this report.

National insights

National insights

Beyond the headline story, these patterns stand out when all the metros are read together. Each one is computed from the measured runs - per-metro results are directional, but these cross-metro patterns rest on the full national sample.

Recommended actions

What To Do

The patterns in this report are national, but the actions they point to are local - and none of them requires being the biggest store in the market. Five places to start, each grounded in what this measurement found.

Methodology

Methodology

We asked non-dealer branded questions - for example "best Jeep dealer near [city]", "Jeep Wrangler inventory near [city]", and "where to service a Jeep near [city]" - against ChatGPT, Google AI Mode, and Google AI Overview, city by city, and recorded which dealers each answer named and in what order. Dealers are never named in the questions, so every dealer in the region is measured the same way and the leaderboard reflects who AI brings up on its own. Search demand comes from Google search volume for in-market shopping terms by model and city; it weights each city and is not a sales figure. Every confirmed Jeep dealership in the region's measured footprint is tracked and scored - 21 dealers in this report. The leaderboard and scorecard tables show the top 20 by share of voice.

Position is reported only as "named first". How often AI names a dealer and how early it names them are separate measurements, and this report keeps them separate. Because the weighting follows measured demand, Baltimore and York together carry about 82% of the regional score; every city's own results are shown in the sub-market table. Search demand: Google search volume. AI visibility: live queries to ChatGPT, Google AI Mode, and Google AI Overview. Dealer ratings: Google Business Profile and Yelp.

Next step · For your dealership

Custom Dealer Reports

This regional report shows how AI sees the whole market. A Custom Dealer Report goes deeper on one dealership: yours.

This national report shows how AI sees dealers across America's biggest metros. A Custom Dealer Report goes deeper on one dealership: yours.

Every month, CarGenius runs the questions your buyers ask across the major AI engines and reports how often AI names you versus each competitor, scores your Find, Buy, and Service visibility, verifies your marketplace presence, and ranks what to fix by effort and impact.

Get a Custom Report
Custom Dealer Report · sample data

Most-mentioned dealers in your market

How often AI names each dealer across this month's shopping prompts
Your Dealership
54%
Competitor A
41%
Competitor B
33%
Competitor C
27%
FIND
72/100
BUY
41/100
SERVICE
58/100
About CarGenius

About CarGenius

CarGenius builds AI commerce infrastructure for car dealerships - so a dealership can be found, understood, and chosen when car shoppers ask AI.

Infrastructure

MCP Server

Connects your DMS, inventory, and pricing directly to AI agents in real time.

AI Search

On-Site AI

Conversational search for your own website, built for how car buyers shop.

AI Services

Expert Support

White-glove implementation and AEO reporting, like this report.

Jeep
Baltimore
[{"label":"Leads the region","name":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore","value":"19%","value_label":" share of voice","sub":"Named in 66% of answers"},{"label":"2nd","name":"Heritage Chrysler Dodge Jeep RAM Parkville","value":"15%","value_label":" share of voice","sub":"Named in 52% of answers"},{"label":"3rd","name":"Antwerpen Chrysler Jeep Dodge Ram","value":"13%","value_label":" share of voice","sub":"Named in 45% of answers"}]
{"submarkets":[{"n":1,"name":"Baltimore","lat":39.29038,"lng":-76.61219,"demand":6150,"leader":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore"},{"n":2,"name":"York","lat":39.9626,"lng":-76.72774,"demand":780,"leader":"Giambalvo Chrysler Dodge Jeep Ram"},{"n":3,"name":"Columbia","lat":39.24038,"lng":-76.83942,"demand":420,"leader":"Ourisman Chrysler Dodge Jeep Ram of Clarksville"},{"n":4,"name":"Glen Burnie","lat":39.16261,"lng":-76.62469,"demand":360,"leader":"Tate Dodge Chrysler Jeep Ram"},{"n":5,"name":"Annapolis","lat":38.97859,"lng":-76.49184,"demand":350,"leader":"Bayside Chrysler Dodge Jeep Ram of Annapolis"},{"n":6,"name":"Dundalk","lat":39.25066,"lng":-76.52052,"demand":250,"leader":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore"},{"n":7,"name":"South Bel Air","lat":39.53316,"lng":-76.33746,"demand":120,"leader":"Jones Chrysler Dodge Jeep RAM"}],"dealers":[{"name":"Ourisman Chrysler Dodge Jeep Ram of Bowie","lat":38.9232766,"lng":-76.7182414},{"name":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore","lat":39.2961848,"lng":-76.5247473},{"name":"Ourisman Chrysler Dodge Jeep Ram of Alexandria","lat":38.7921718,"lng":-77.0592058},{"name":"Thornton Chrysler Dodge Jeep Ram","lat":39.924960999999996,"lng":-76.6362457},{"name":"Ourisman Chrysler Dodge Jeep Ram of Clarksville","lat":39.2102645,"lng":-76.94330769999999},{"name":"Giambalvo Chrysler Dodge Jeep Ram","lat":39.980815799999995,"lng":-76.76002559999999},{"name":"Jones Chrysler Dodge Jeep RAM","lat":39.5042584,"lng":-76.3827953},{"name":"Don White's Timonium Chrysler Dodge Jeep Ram","lat":39.4712835,"lng":-76.640227},{"name":"Heritage Chrysler Dodge Jeep RAM Parkville","lat":39.3906103,"lng":-76.5278009},{"name":"Antwerpen Chrysler Jeep Dodge Ram","lat":39.285733799999996,"lng":-76.7598926},{"name":"Keene Dodge Chrysler Jeep Ram","lat":39.6047334,"lng":-76.4791036},{"name":"DARCARS Chrysler Dodge Jeep Ram of New Carrollton","lat":38.955869899999996,"lng":-76.8741409},{"name":"DARCARS Chrysler Dodge Jeep Ram of Rockville","lat":39.07799,"lng":-77.1420521},{"name":"Ciocca Chrysler Dodge Jeep Ram of Hanover","lat":39.840378199999996,"lng":-77.0051453},{"name":"Tate Dodge Chrysler Jeep Ram","lat":39.163292299999995,"lng":-76.6216977},{"name":"Bayside Chrysler Dodge Jeep Ram of Annapolis","lat":38.9792706,"lng":-76.5205529},{"name":"DARCARS Chrysler Dodge Jeep Ram of Silver Spring","lat":39.080041,"lng":-76.9479365},{"name":"Adams Jeep Of Maryland","lat":39.537279999999996,"lng":-76.2128987},{"name":"Susquehanna Chrysler Dodge Jeep Ram","lat":40.023205399999995,"lng":-76.5433496},{"name":"Hondru Chrysler Dodge Jeep RAM of Elizabethtown","lat":40.1353702,"lng":-76.5743794},{"name":"Fred Frederick Chrysler Jeep Dodge Ram Laurel","lat":39.10516,"lng":-76.8425752}]}
[{"n":1,"name":"Baltimore","population":585708,"searches":6150,"leader":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore"},{"n":2,"name":"York","population":43992,"searches":780,"leader":"Giambalvo Chrysler Dodge Jeep Ram"},{"n":3,"name":"Columbia","population":99615,"searches":420,"leader":"Ourisman Chrysler Dodge Jeep Ram of Clarksville"},{"n":4,"name":"Glen Burnie","population":67639,"searches":360,"leader":"Tate Dodge Chrysler Jeep Ram"},{"n":5,"name":"Annapolis","population":40812,"searches":350,"leader":"Bayside Chrysler Dodge Jeep Ram of Annapolis"},{"n":6,"name":"Dundalk","population":63597,"searches":250,"leader":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore"},{"n":7,"name":"South Bel Air","population":48828,"searches":120,"leader":"Jones Chrysler Dodge Jeep RAM"}]
[{"model":"Jeep Wrangler","searches":3180},{"model":"Jeep Grand Cherokee","searches":1860},{"model":"Jeep Cherokee","searches":1200},{"model":"Jeep Compass","searches":970},{"model":"Jeep Gladiator","searches":840},{"model":"Jeep Grand Wagoneer","searches":380}]
[{"rank":1,"dealer":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore","strongest":"Dundalk","visibility":0.6568,"sov":0.1897,"first_rate":0.4778,"near_tie":false},{"rank":2,"dealer":"Heritage Chrysler Dodge Jeep RAM Parkville","strongest":"Baltimore","visibility":0.5173,"sov":0.1477,"first_rate":0.1683,"near_tie":false},{"rank":3,"dealer":"Antwerpen Chrysler Jeep Dodge Ram","strongest":"Baltimore","visibility":0.4471,"sov":0.1261,"first_rate":0.0895,"near_tie":false},{"rank":4,"dealer":"Jones Chrysler Dodge Jeep RAM","strongest":"South Bel Air","visibility":0.4106,"sov":0.1201,"first_rate":0.2,"near_tie":false},{"rank":5,"dealer":"Don White's Timonium Chrysler Dodge Jeep Ram","strongest":"Baltimore","visibility":0.4185,"sov":0.1132,"first_rate":0.1679,"near_tie":false},{"rank":6,"dealer":"Adams Jeep Of Maryland","strongest":"South Bel Air","visibility":0.2923,"sov":0.0845,"first_rate":0.1906,"near_tie":false},{"rank":7,"dealer":"Tate Dodge Chrysler Jeep Ram","strongest":"Glen Burnie","visibility":0.1028,"sov":0.0347,"first_rate":0.045,"near_tie":false},{"rank":8,"dealer":"Bayside Chrysler Dodge Jeep Ram of Annapolis","strongest":"Annapolis","visibility":0.0747,"sov":0.0316,"first_rate":0.3891,"near_tie":false},{"rank":9,"dealer":"Ourisman Chrysler Dodge Jeep Ram of Clarksville","strongest":"Columbia","visibility":0.0935,"sov":0.0301,"first_rate":0.1796,"near_tie":false},{"rank":10,"dealer":"Giambalvo Chrysler Dodge Jeep Ram","strongest":"York","visibility":0.0788,"sov":0.0274,"first_rate":0.8111,"near_tie":false},{"rank":11,"dealer":"Thornton Chrysler Dodge Jeep Ram","strongest":"York","visibility":0.0805,"sov":0.0268,"first_rate":0.3259,"near_tie":false},{"rank":12,"dealer":"Susquehanna Chrysler Dodge Jeep Ram","strongest":"York","visibility":0.072,"sov":0.0223,"first_rate":0.0,"near_tie":false},{"rank":13,"dealer":"Fred Frederick Chrysler Jeep Dodge Ram Laurel","strongest":"Columbia","visibility":0.0479,"sov":0.0176,"first_rate":0.0762,"near_tie":false},{"rank":14,"dealer":"Ciocca Chrysler Dodge Jeep Ram of Hanover","strongest":"York","visibility":0.0497,"sov":0.0142,"first_rate":0.0,"near_tie":false},{"rank":15,"dealer":"Ourisman Chrysler Dodge Jeep Ram of Bowie","strongest":"Annapolis","visibility":0.0176,"sov":0.0066,"first_rate":0.1219,"near_tie":false},{"rank":16,"dealer":"Keene Dodge Chrysler Jeep Ram","strongest":"South Bel Air","visibility":0.008,"sov":0.0031,"first_rate":0.0,"near_tie":false},{"rank":17,"dealer":"Hondru Chrysler Dodge Jeep RAM of Elizabethtown","strongest":"York","visibility":0.0051,"sov":0.0018,"first_rate":0.0,"near_tie":false},{"rank":18,"dealer":"DARCARS Chrysler Dodge Jeep Ram of Silver Spring","strongest":"Columbia","visibility":0.0043,"sov":0.0017,"first_rate":0.5,"near_tie":false},{"rank":19,"dealer":"DARCARS Chrysler Dodge Jeep Ram of Rockville","strongest":"Columbia","visibility":0.0028,"sov":0.001,"first_rate":0.0,"near_tie":false},{"rank":20,"dealer":"DARCARS Chrysler Dodge Jeep Ram of New Carrollton","strongest":"South Bel Air","visibility":0.0,"sov":0.0,"first_rate":null,"near_tie":false}]
[{"rank":1,"dealer":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore","overall":{"grade":100,"share":0.1897},"find":{"grade":100,"share":0.1754},"buy":{"grade":100,"share":0.1768},"service":{"grade":100,"share":0.2168},"sentiment":57,"google":{"rating":4.3,"reviews":3415},"yelp":null},{"rank":2,"dealer":"Heritage Chrysler Dodge Jeep RAM Parkville","overall":{"grade":78,"share":0.1477},"find":{"grade":76,"share":0.1325},"buy":{"grade":77,"share":0.1366},"service":{"grade":80,"share":0.174},"sentiment":56,"google":{"rating":4.2,"reviews":1321},"yelp":{"rating":2.6,"reviews":106}},{"rank":3,"dealer":"Antwerpen Chrysler Jeep Dodge Ram","overall":{"grade":66,"share":0.1261},"find":{"grade":97,"share":0.1698},"buy":{"grade":62,"share":0.1091},"service":{"grade":46,"share":0.0993},"sentiment":55,"google":{"rating":4.2,"reviews":1125},"yelp":{"rating":2.5,"reviews":77}},{"rank":4,"dealer":"Jones Chrysler Dodge Jeep RAM","overall":{"grade":63,"share":0.1201},"find":{"grade":75,"share":0.1323},"buy":{"grade":66,"share":0.1173},"service":{"grade":51,"share":0.1106},"sentiment":58,"google":{"rating":4.6,"reviews":1672},"yelp":{"rating":2.6,"reviews":58}},{"rank":5,"dealer":"Don White's Timonium Chrysler Dodge Jeep Ram","overall":{"grade":60,"share":0.1132},"find":{"grade":91,"share":0.1603},"buy":{"grade":61,"share":0.1085},"service":{"grade":33,"share":0.0708},"sentiment":54,"google":{"rating":4.4,"reviews":1392},"yelp":{"rating":2.4,"reviews":110}},{"rank":6,"dealer":"Adams Jeep Of Maryland","overall":{"grade":45,"share":0.0845},"find":{"grade":12,"share":0.0214},"buy":{"grade":69,"share":0.1227},"service":{"grade":50,"share":0.1094},"sentiment":56,"google":{"rating":4.6,"reviews":639},"yelp":{"rating":2.5,"reviews":33}},{"rank":7,"dealer":"Tate Dodge Chrysler Jeep Ram","overall":{"grade":18,"share":0.0347},"find":{"grade":22,"share":0.0385},"buy":{"grade":16,"share":0.0286},"service":{"grade":17,"share":0.0369},"sentiment":57,"google":{"rating":4.1,"reviews":909},"yelp":{"rating":1.9,"reviews":88}},{"rank":8,"dealer":"Bayside Chrysler Dodge Jeep Ram of Annapolis","overall":{"grade":17,"share":0.0316},"find":{"grade":16,"share":0.0288},"buy":{"grade":18,"share":0.0322},"service":{"grade":16,"share":0.0339},"sentiment":57,"google":{"rating":4.4,"reviews":794},"yelp":{"rating":3.2,"reviews":5}},{"rank":9,"dealer":"Ourisman Chrysler Dodge Jeep Ram of Clarksville","overall":{"grade":16,"share":0.0301},"find":{"grade":12,"share":0.0212},"buy":{"grade":22,"share":0.0385},"service":{"grade":14,"share":0.0306},"sentiment":56,"google":{"rating":4.4,"reviews":2605},"yelp":{"rating":2.1,"reviews":143}},{"rank":10,"dealer":"Giambalvo Chrysler Dodge Jeep Ram","overall":{"grade":14,"share":0.0274},"find":{"grade":13,"share":0.0226},"buy":{"grade":14,"share":0.0249},"service":{"grade":16,"share":0.0347},"sentiment":54,"google":{"rating":4.5,"reviews":1857},"yelp":{"rating":2.6,"reviews":60}},{"rank":11,"dealer":"Thornton Chrysler Dodge Jeep Ram","overall":{"grade":14,"share":0.0268},"find":{"grade":14,"share":0.0247},"buy":{"grade":15,"share":0.026},"service":{"grade":14,"share":0.0297},"sentiment":58,"google":{"rating":4.8,"reviews":2689},"yelp":{"rating":2.3,"reviews":15}},{"rank":12,"dealer":"Susquehanna Chrysler Dodge Jeep Ram","overall":{"grade":12,"share":0.0223},"find":{"grade":13,"share":0.0221},"buy":{"grade":14,"share":0.0245},"service":{"grade":9,"share":0.0204},"sentiment":53,"google":{"rating":4.1,"reviews":635},"yelp":{"rating":2.1,"reviews":46}},{"rank":13,"dealer":"Fred Frederick Chrysler Jeep Dodge Ram Laurel","overall":{"grade":9,"share":0.0176},"find":{"grade":10,"share":0.0168},"buy":{"grade":12,"share":0.0205},"service":{"grade":7,"share":0.0155},"sentiment":55,"google":{"rating":4.3,"reviews":421},"yelp":{"rating":5.0,"reviews":47}},{"rank":14,"dealer":"Ciocca Chrysler Dodge Jeep Ram of Hanover","overall":{"grade":7,"share":0.0142},"find":{"grade":12,"share":0.0206},"buy":{"grade":8,"share":0.0142},"service":{"grade":4,"share":0.0077},"sentiment":53,"google":{"rating":4.4,"reviews":939},"yelp":{"rating":2.4,"reviews":25}},{"rank":15,"dealer":"Ourisman Chrysler Dodge Jeep Ram of Bowie","overall":{"grade":3,"share":0.0066},"find":{"grade":5,"share":0.0081},"buy":{"grade":4,"share":0.0071},"service":{"grade":2,"share":0.0045},"sentiment":59,"google":{"rating":4.3,"reviews":3753},"yelp":{"rating":2.1,"reviews":156}},{"rank":16,"dealer":"Keene Dodge Chrysler Jeep Ram","overall":{"grade":2,"share":0.0031},"find":{"grade":1,"share":0.0025},"buy":{"grade":2,"share":0.0032},"service":{"grade":2,"share":0.0037},"sentiment":55,"google":{"rating":4.5,"reviews":1085},"yelp":{"rating":2.5,"reviews":55}},{"rank":17,"dealer":"Hondru Chrysler Dodge Jeep RAM of Elizabethtown","overall":{"grade":1,"share":0.0018},"find":{"grade":1,"share":0.0026},"buy":{"grade":2,"share":0.0029},"service":{"grade":0,"share":0.0},"sentiment":57,"google":{"rating":4.5,"reviews":532},"yelp":{"rating":2.9,"reviews":16}},{"rank":18,"dealer":"DARCARS Chrysler Dodge Jeep Ram of Silver Spring","overall":{"grade":1,"share":0.0017},"find":{"grade":0,"share":0.0},"buy":{"grade":2,"share":0.0036},"service":{"grade":1,"share":0.0014},"sentiment":52,"google":{"rating":3.8,"reviews":753},"yelp":{"rating":2.2,"reviews":133}},{"rank":19,"dealer":"DARCARS Chrysler Dodge Jeep Ram of Rockville","overall":{"grade":1,"share":0.001},"find":{"grade":0,"share":0.0},"buy":{"grade":2,"share":0.003},"service":{"grade":0,"share":0.0},"sentiment":61,"google":{"rating":4.2,"reviews":1010},"yelp":{"rating":2.4,"reviews":203}},{"rank":20,"dealer":"DARCARS Chrysler Dodge Jeep Ram of New Carrollton","overall":{"grade":0,"share":0.0},"find":{"grade":0,"share":0.0},"buy":{"grade":0,"share":0.0},"service":{"grade":0,"share":0.0},"sentiment":null,"google":{"rating":3.6,"reviews":1049},"yelp":{"rating":1.8,"reviews":116}}]
[{"domain":"carfax.com","cls":"UGC","share":0.1049},{"domain":"dealerrater.com","cls":"UGC","share":0.0997},{"domain":"jeep.com","cls":"Corporate","share":0.09},{"domain":"cars.com","cls":"Corporate","share":0.0573},{"domain":"cargurus.com","cls":"Corporate","share":0.0551},{"domain":"caredge.com","cls":"Corporate","share":0.0499},{"domain":"ourismanchryslerdodgejeepramofbaltimore.com","cls":"Corporate","share":0.0461},{"domain":"adamsjeepofmaryland.com","cls":"Corporate","share":0.0379},{"domain":"kbb.com","cls":"Corporate","share":0.0372},{"domain":"autotrader.com","cls":"Corporate","share":0.0357},{"domain":"baysidecdjrmd.com","cls":"Corporate","share":0.0246},{"domain":"donwhites.com","cls":"Corporate","share":0.0231}]
[{"dealer":"Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore","label":"Ourisman Chrysler Dodge Ram Fiat Baltimore","sov":0.1897,"demand_share":0.0645,"reviews":3415},{"dealer":"Heritage Chrysler Dodge Jeep RAM Parkville","label":"Heritage Chrysler Dodge RAM Parkville","sov":0.1477,"demand_share":0.0462,"reviews":1321},{"dealer":"Antwerpen Chrysler Jeep Dodge Ram","label":"Antwerpen Chrysler Dodge Ram","sov":0.1261,"demand_share":0.0624,"reviews":1125},{"dealer":"Jones Chrysler Dodge Jeep RAM","label":"Jones Chrysler Dodge RAM","sov":0.1201,"demand_share":0.0253,"reviews":1672},{"dealer":"Don White's Timonium Chrysler Dodge Jeep Ram","label":"Don White's Timonium Chrysler Dodge Ram","sov":0.1132,"demand_share":0.0332,"reviews":1392},{"dealer":"Adams Jeep Of Maryland","label":"Adams Maryland","sov":0.0845,"demand_share":0.0149,"reviews":639},{"dealer":"Tate Dodge Chrysler Jeep Ram","label":"Tate Dodge Chrysler Ram","sov":0.0347,"demand_share":0.0542,"reviews":909},{"dealer":"Bayside Chrysler Dodge Jeep Ram of Annapolis","label":"Bayside Chrysler Dodge Ram Annapolis","sov":0.0316,"demand_share":0.0345,"reviews":794},{"dealer":"Ourisman Chrysler Dodge Jeep Ram of Clarksville","label":"Ourisman Chrysler Dodge Ram Clarksville","sov":0.0301,"demand_share":0.0411,"reviews":2605},{"dealer":"Giambalvo Chrysler Dodge Jeep Ram","label":"Giambalvo Chrysler Dodge Ram","sov":0.0274,"demand_share":0.0199,"reviews":1857},{"dealer":"Thornton Chrysler Dodge Jeep Ram","label":"Thornton Chrysler Dodge Ram","sov":0.0268,"demand_share":0.012,"reviews":2689},{"dealer":"Susquehanna Chrysler Dodge Jeep Ram","label":"Susquehanna Chrysler Dodge Ram","sov":0.0223,"demand_share":0.0127,"reviews":635},{"dealer":"Fred Frederick Chrysler Jeep Dodge Ram Laurel","label":"Fred Frederick Chrysler Dodge Ram Laurel","sov":0.0176,"demand_share":0.055,"reviews":421},{"dealer":"Ciocca Chrysler Dodge Jeep Ram of Hanover","label":"Ciocca Chrysler Dodge Ram Hanover","sov":0.0142,"demand_share":0.0117,"reviews":939},{"dealer":"Ourisman Chrysler Dodge Jeep Ram of Bowie","label":"Ourisman Chrysler Dodge Ram Bowie","sov":0.0066,"demand_share":0.0501,"reviews":3753},{"dealer":"Keene Dodge Chrysler Jeep Ram","label":"Keene Dodge Chrysler Ram","sov":0.0031,"demand_share":0.014,"reviews":1085},{"dealer":"Hondru Chrysler Dodge Jeep RAM of Elizabethtown","label":"Hondru Chrysler Dodge RAM Elizabethtown","sov":0.0018,"demand_share":0.0142,"reviews":532},{"dealer":"DARCARS Chrysler Dodge Jeep Ram of Silver Spring","label":"DARCARS Chrysler Dodge Ram Silver Spring","sov":0.0017,"demand_share":0.074,"reviews":753},{"dealer":"DARCARS Chrysler Dodge Jeep Ram of Rockville","label":"DARCARS Chrysler Dodge Ram Rockville","sov":0.001,"demand_share":0.0987,"reviews":1010},{"dealer":"DARCARS Chrysler Dodge Jeep Ram of New Carrollton","label":"DARCARS Chrysler Dodge Ram New Carrollton","sov":0.0,"demand_share":0.1018,"reviews":1049}]
[{"title":"AI gives shoppers a short list of 3 dealers","html":"AI answers with actual dealership names 99.4% of the time and names only 3 dealers per answer. A dealer not on that list loses the shopper to one that is."},{"title":"The most Google reviews does not mean the most AI recommendations","html":"Ourisman Chrysler Dodge Jeep Ram of Bowie has the region's most Google reviews (3,753) yet ranks 15th of 21 on this leaderboard, while Antwerpen Chrysler Jeep Dodge Ram (1,125 reviews) ranks 3rd."},{"title":"AI's information comes from review sites and forums, not dealer websites","html":"carfax.com alone is cited more often than any dealer website."},{"title":"Dealer ratings run far lower on Yelp than on Google","html":"The tracked dealers average 4.3 stars on Google but only 2.5 on Yelp, and 18 of 20 score below 3.0 there. Yelp is one of AI's cited sources in this report, so a weak Yelp profile feeds directly into what AI reads."},{"title":"Baltimore holds most of the demand - and no dealer has a firm lead","html":"Baltimore and York together hold 82% of the region's shopping demand, yet in Baltimore, the busiest market, the most-recommended dealer (Ourisman Chrysler Dodge Jeep Ram Fiat of Baltimore) takes only 22% of AI's dealer mentions. AI names a different leading dealer in 6 of the 7 local areas."}]
Bubble area is proportional to monthly search demand; the number keys each sub-market to the table. Small dots mark the tracked dealers' locations. Map © OpenStreetMap contributors.
Regional