Houston · Toyota · Unknown platform

Don McGill Toyota

Houston, TX. Scanned September 26, 2026. Ranked 5 of 16 Toyota stores in Houston.

37 / 100

Agent readiness score

7 / 13

checks passed

Unknown

Website platform

donmcgilltoyota.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

llms.txt

A plain-text file at /llms.txt that tells language models what the site is and where the important pages are.

+10

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.

FAQ schema

Marked-up questions and answers that AI can quote directly.

What is in place

✓

AutoDealer schema

JSON-LD that identifies the site as a car dealership, with address, hours, and brands.

✓

Any structured data

At least one JSON-LD block on the homepage.

✓

Organization or LocalBusiness schema

Entity-level schema that connects the store to its parent and its location.

✓

GPTBot allowed

robots.txt does not block OpenAI's crawler.

✓

ClaudeBot allowed

robots.txt does not block Anthropic's crawler.

✓

Google-Extended allowed

robots.txt does not block Google's AI training crawler.

✓

XML sitemap

A sitemap declared in robots.txt or served at /sitemap.xml.

Schema types found: AutoBodyShop, AutoDealer, AutoPartsStore, AutoRental, AutoRepair, 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 Houston

#	Dealer	Platform	Score
1	Gulf Coast Toyota Angleton, TX	Team Velocity	50
2	AutoNation Toyota Gulf Freeway Houston, TX	Dealer.com	47
3	Classic Toyota Galveston Galveston, TX	Dealer.com	44
4	Joe Myers Toyota Houston, TX	Dealer.com	44
5	Don McGill Toyota Houston, TX	Unknown	37
6	Mike Calvert Toyota Houston, TX	DealerOn	37
7	Space City Toyota Humble, TX	DealerOn	37
8	Mac Haik Toyota League City, TX	DealerOn	34
9	Toyota of Katy Katy, TX	DealerOn	34
10	Community Toyota Baytown, TX	Unknown	Blocked
11	Fred Haas Toyota Country Houston, TX	Dealer Inspire	Blocked
12	Fred Haas Toyota World Spring, TX	Dealer Inspire	Blocked
13	Group 1 Toyota Fort Bend Richmond, TX	Dealer Inspire	Blocked
14	Group 1 Toyota Southwest Houston Houston, TX	Dealer Inspire	Blocked
15	Gullo Toyota of Conroe Conroe, TX	Dealer Inspire	Blocked
16	Keating Toyota Manvel, TX	Unknown	Blocked