Baltimore dealerships: AI agent readiness

94 franchise rooftops, ranked by agent readiness score. Scores are absolute, not graded on a curve.

40.7 / 100

Average score across 65 scored sites, 29 blocked scanners or unreachable

97%

have AutoDealer schema

71%

serve an llms.txt

expose an MCP endpoint

expose machine-readable inventory

All 94 stores

#	Dealer	Brand	Platform	Score
1	Jim Coleman Honda Clarksville, MD	Honda	Team Velocity	50
2	Apple Honda Ellicott City, MD	Honda	Unknown	47
3	BMW of Catonsville Baltimore, MD	BMW	Dealer.com	47
4	Jim Coleman Nissan of Ellicott City ELLICOTT CITY, MD	Nissan	Team Velocity	47
5	Adams Jeep of Maryland Inc Aberdeen, MD	Jeep	Team Velocity	44
6	Annapolis Hyundai Edgewater, MD	Hyundai	Dealer.com	44
7	Apple Ford Columbia, MD	Ford	Dealer.com	44
8	AutoNation Subaru Hunt Valley Cockeysville, MD	Subaru	Dealer.com	44
9	AutoNation Toyota White Marsh Baltimore, MD	Toyota	Dealer.com	44
10	Bel Air Hyundai Bel Air, MD	Hyundai	Dealer.com	44
11	Bel Air Nissan BEL AIR, MD	Nissan	Dealer.com	44
12	Bel Air Subaru Bel Air, MD	Subaru	Dealer.com	44
13	BMW of Towson Towson, MD	BMW	Dealer.com	44
14	Bob Davidson Ford Baltimore, MD	Ford	Dealer.com	44
15	Heritage Chrysler Dodge Jeep Ram Parkville Baltimore, MD	Chrysler	Dealer.com	44
16	Heritage Honda Baltimore, MD	Honda	Dealer.com	44
17	Heritage Honda Bel Air Fallston, MD	Honda	Dealer.com	44
18	Heritage Honda Of Westminster Westminster, MD	Honda	Dealer.com	44
19	Heritage Hyundai Towson Towson, MD	Hyundai	Dealer.com	44
20	Heritage Mazda Catonsville Catonsville, MD	Mazda	Dealer.com	44
21	Heritage Mazda of Bel Air Fallston, MD	Mazda	Dealer.com	44
22	Heritage Subaru Owings Mills, MD	Subaru	Dealer.com	44
23	Heritage Subaru Catonsville Baltimore, MD	Subaru	Dealer.com	44
24	Heritage Toyota Catonsville Baltimore, MD	Toyota	Dealer.com	44
25	Heritage Toyota Owings Mills Owings Mills, MD	Toyota	Dealer.com	44
26	Heritage Volkswagen Catonsville Baltimore, MD	Volkswagen	Dealer.com	44
27	Heritage Volkswagen Parkville Baltimore, MD	Volkswagen	Dealer.com	44
28	J. B. A. Chevrolet Glen Burnie, MD	Chevrolet	Dealer.com	44
29	J.B.A. Kia Glen Burnie, MD	Kia	Dealer.com	44
30	Jones Chrysler Jeep Dodge Bel Air, MD	Chrysler	Dealer.com	44
31	Jones Kia Fallston, MD	Kia	Dealer.com	44
32	Jones Toyota Bel Air, MD	Toyota	Dealer.com	44
33	Keene Dodge Chrysler Jeep Ram Jarrettsville, MD	Chrysler	Dealer.com	44
34	Koons Kia Owings Mills Owings Mills, MD	Kia	Dealer.com	44
35	Mercedes-Benz of Catonsville Catonsville, MD	Mercedes-Benz	Dealer.com	44
36	Norris Ford Baltimore, MD	Ford	Dealer.com	44
37	Norris Honda Dundalk, MD	Honda	Dealer.com	44
38	Ourisman Chevrolet Security Boulevard, LLC Baltimore, MD	Chevrolet	Dealer.com	44
39	Ourisman Chrysler Dodge Jeep Ram Clarksville, MD	Chrysler	Dealer.com	44
40	Ourisman Chrysler Dodge Jeep Ram FIAT of Baltimore Baltimore, MD	Chrysler	Dealer.com	44
41	Ourisman Kia of Catonsville Woodlawn, MD	Kia	Dealer.com	44
42	Ourisman Toyota 40 Edgewood, MD	Toyota	Dealer.com	44
43	Stoler Chevrolet Buick OWINGS MILLS, MD	Chevrolet	DealerOn	44
44	Tate Dodge Chrysler Jeep, Inc. Glen Burnie, MD	Chrysler	Dealer.com	44
45	Volkswagen of Fallston Fallston, MD	Volkswagen	Dealer.com	44
46	Easterns Nissan of White Marsh WHITE MARSH, MD	Nissan	Dealer.com	37
47	Al Packer's White Marsh Ford LLC Middle River, MD	Ford	Dealer.com	34
48	Anderson Honda Cockeysville, MD	Honda	DealerOn	34
49	Autonation Chevrolet Timonium Timonium, MD	Chevrolet	DealerOn	34
50	DARCARS Toyota of Baltimore Baltimore, MD	Toyota	DealerOn	34
51	Don White's Timonium Chrysler Jeep Dodge Cockeysville, MD	Chrysler	DealerOn	34
52	IG Burton Subaru of Glen Burnie Glen Burnie, MD	Subaru	DealerOn	34
53	Jerry'S Chevrolet INC Baltimore, MD	Chevrolet	DealerOn	34
54	Koons Chevrolet GMC Clarksville Clarksville, MD	Chevrolet	Dealer.com	34
55	Koons Chevrolet White Marsh White Marsh, MD	Chevrolet	Dealer.com	34
56	Koons Ford Baltimore Baltimore, MD	Ford	Dealer.com	34
57	Koons Toyota Westminster Westminster, MD	Toyota	Dealer.com	34
58	Len Stoler Chevrolet WESTMINSTER, MD	Chevrolet	DealerOn	34
59	Miller Brothers Chevrolet of Ellicott City Ellicott City, MD	Chevrolet	DealerOn	34
60	Nationwide Kia Lutherville, MD	Kia	DealerOn	34
61	Nationwide Nissan TIMONIUM, MD	Nissan	DealerOn	34
62	Preston Chevrolet of Aberdeen Aberdeen, MD	Chevrolet	DealerOn	34
63	Preston Ford of Aberdeen Aberdeen, MD	Ford	Dealer.com	34
64	Preston Ford West Randallstown, MD	Ford	Dealer.com	34
65	Koons Volvo Cars White Marsh White Marsh, MD	Volvo	Unknown	0
66	Adams Chevrolet, INC. Havre de Grace, MD	Chevrolet	Dealer Inspire	Blocked
67	Antwerpen Chrysler Dodge Jeep Ram Baltimore, MD	Chrysler	Unknown	Blocked
68	Antwerpen Hyundai Catonsville, MD	Hyundai	Unknown	Blocked
69	Antwerpen Hyundai Columbia Clarksville, MD	Hyundai	Unknown	Blocked
70	Antwerpen Nissan CLARKSVILLE, MD	Nissan	Unknown	Blocked
71	Antwerpen Security Nissan BALTIMORE, MD	Nissan	Unknown	Blocked
72	Antwerpen Volkswagen Pasadena, MD	Volkswagen	Unknown	Blocked
73	Antwerpen's Toyota Clarksville, MD	Toyota	Unknown	Blocked
74	BMW of Owings Mills Owings Mills, MD	BMW	Unknown	Blocked
75	Bob Bell Chevrolet of Bel Air, INC. BEL AIR, MD	Chevrolet	Dealer Inspire	Blocked
76	Bob Bell Chevrolet/Nissan BALTIMORE, MD	Nissan	Dealer Inspire	Blocked
77	Bob Bell Chevrolet/Nissan, INC. Baltimore, MD	Chevrolet	Dealer Inspire	Blocked
78	Bob Bell Ford Glen Burnie, MD	Ford	Dealer Inspire	Blocked
79	Bob Bell Ford of Bel Air Bel Air, MD	Ford	Dealer Inspire	Blocked
80	Bob Bell Hyundai Glen Burnie, MD	Hyundai	Dealer Inspire	Blocked
81	Bob Bell Kia of Essex Baltimore, MD	Kia	Dealer Inspire	Blocked
82	Buchanan Kia Westminster, MD	Kia	Unknown	Blocked
83	Cook Mazda Aberdeen, MD	Mazda	Unknown	Blocked
84	Cook Motorcars Ltd. Aberdeen, MD	Chrysler	Unknown	Blocked
85	Group 1 Honda Owings Mills Owings Mills, MD	Honda	Dealer Inspire	Blocked
86	Hyundai Of Dundalk Dundalk, MD	Hyundai	Dealer Inspire	Blocked
87	Len Stoler Dodge Chrysler Jeep Westminster, MD	Chrysler	Unknown	Blocked
88	Mercedes-Benz of Hunt Valley Cockeysville, MD	Mercedes-Benz	Unknown	Blocked
89	Mercedes-Benz of Owings Mills Owings Mills, MD	Mercedes-Benz	Unknown	Blocked
90	Safford Honda Glen Burnie Glen Burnie, MD	Honda	Unknown	Blocked
91	Safford Toyota Glen Burnie Glen Burnie, MD	Toyota	Unknown	Blocked
92	Sheehy Nissan GLEN BURNIE, MD	Nissan	Unknown	Blocked
93	Sheehy Toyota of Timonium Cockeysville, MD	Toyota	Unknown	Blocked
94	Sheehy Volvo Cars Hunt Valley Cockeysville, MD	Volvo	Dealer Inspire	Blocked