Los Angeles · Toyota · Unknown platform

Cabe Toyota Long Beach

Long Beach, CA. Scanned September 26, 2026. Ranked 4 of 43 Toyota stores in Los Angeles.

47 / 100
Agent readiness score
8 / 13
checks passed
Unknown
Website platform
cabetoyota.com

What is missing

✕
MCP endpoint
An MCP server lets AI agents query the store directly. This is the biggest single gap on nearly every dealer site.
+20
✕
Machine-readable inventory
A JSON inventory feed at a known path. Without it, AI has to guess what is on the lot.
+15
✕
AI discovery file
A machine-readable file describing the business for AI agents.
+10
✕
Name and phone on page
The dealer's name and phone number appear in the homepage HTML, so AI can match the site to the business listing.
+5
✕
FAQ schema
Marked-up questions and answers that AI can quote directly.
+3

What is in place

✓
llms.txt
A plain-text file at /llms.txt that tells language models what the site is and where the important pages are.
10
✓
AutoDealer schema
JSON-LD that identifies the site as a car dealership, with address, hours, and brands.
10
✓
Any structured data
At least one JSON-LD block on the homepage.
4
✓
Organization or LocalBusiness schema
Entity-level schema that connects the store to its parent and its location.
3
✓
GPTBot allowed
robots.txt does not block OpenAI's crawler.
5
✓
ClaudeBot allowed
robots.txt does not block Anthropic's crawler.
5
✓
Google-Extended allowed
robots.txt does not block Google's AI training crawler.
5
✓
XML sitemap
A sitemap declared in robots.txt or served at /sitemap.xml.
5

Schema types found: AggregateRating, AutoBodyShop, AutoDealer, AutoPartsStore, AutoRepair, AutomotiveBusiness, OpeningHoursSpecification, Organization, PostalAddress, SearchAction, WebSite

Run this store's own report

PromptGraph deploys the missing pieces, then tracks whether ChatGPT, Gemini, and Grok actually recommend the store. Same checks, same scale, monthly.

Get the full reportOwn this store? Request a rescan or correction

Toyota stores in Los Angeles

#DealerPlatformScore
1AutoNation Toyota Buena Park
Buena Park, CA
Dealer.com47
2AutoNation Toyota Irvine
Irvine, CA
Dealer.com47
3Bob Smith Toyota
La Crescenta, CA
Team Velocity47
4Cabe Toyota Long Beach
Long Beach, CA
Unknown47
5DCH Toyota of Torrance
Torrance, CA
Dealer.com47
6Keyes Toyota
Van Nuys, CA
DealerOn47
7Marina del Rey Toyota
Marina Del Rey, CA
CDK Global47
8South Coast Toyota
Costa Mesa, CA
Unknown47
9Toyota of Corona
Corona, CA
Team Velocity47
10Toyota of Downtown LA
Los Angeles, CA
Team Velocity47
11Toyota of Glendora
Glendora, CA
Fox Dealer47
12Toyota of Orange
Orange, CA
Dealer.com47
13Toyota Place
Garden Grove, CA
CDK Global47
14AutoNation Toyota Cerritos
Cerritos, CA
Dealer.com44
15Envision Toyota of Norwalk
Norwalk, CA
Dealer.com44
16Envision Toyota of West Covina
West Covina, CA
Dealer.com44
17Frontier Toyota
Valencia, CA
Dealer.com44
18Toyota of Hollywood
Los Angeles, CA
Dealer.com44
19Toyota of Huntington Beach
Huntington Beach, CA
Team Velocity44
20Toyota of North Hollywood
North Hollywood, CA
Team Velocity44
21Toyota Santa Monica
Santa Monica, CA
Dealer.com44
22Crown Toyota
Ontario, CA
DealerOn37
23Longo Toyota
El Monte, CA
DealerOn34
24Manhattan Beach Toyota
Manhattan Beach, CA
Dealer.com34
25Penske Toyota
Downey, CA
DealerOn34
26Thousand Oaks Toyota
Thousand Oaks, CA
DealerOn34
27Beach Cities Toyota Westminster
Westminster, CA
Dealer InspireBlocked
28Capistrano Valley Toyota
San Juan Capistrano, CA
Dealer InspireBlocked
29Claremont Toyota
Claremont, CA
UnknownBlocked
30Culver City Toyota
Culver City, CA
Dealer InspireBlocked
31Fletcher Jones Toyota of Carson
Carson, CA
Dealer InspireBlocked
32Hamer Toyota
Mission Hills, CA
Dealer InspireBlocked
33Northridge Toyota
Northridge, CA
UnknownBlocked
34Puente Hills Toyota
City Of Industry, CA
UnknownBlocked
35Santa Margarita Toyota
Rancho Santa Margarita, CA
Dealer InspireBlocked
36South Bay Toyota
Gardena, CA
UnknownBlocked
37Toyota of Anaheim
Anaheim, CA
Dealer InspireBlocked
38Toyota of Glendale
Glendale, CA
Dealer InspireBlocked
39Toyota of Pasadena
Pasadena, CA
Dealer InspireBlocked
40Toyota of Whittier
Whittier, CA
Dealer InspireBlocked
41Tustin Toyota
Tustin, CA
Dealer InspireBlocked
42West Coast Toyota of Long Beach
Long Beach, CA
Dealer InspireBlocked
43Wondries Toyota
Alhambra, CA
UnknownBlocked