Detroit · Honda · Dealer.com

Jim Riehl's Friendly Honda

Clinton Township, MI. Scanned September 26, 2026. Ranked 3 of 15 Honda stores in Detroit.

47 / 100

Agent readiness score

8 / 13

checks passed

Dealer.com

Website platform

friendlyhonda.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.

FAQ schema

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

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.

✓

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: AutoDealer, AutoPartsStore, AutoRepair, AutomotiveBusiness, Brand, BreadcrumbList, ContactPoint, FinancialService, GeoCoordinates, ImageObject, ListItem, 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.

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Honda stores in Detroit

#	Dealer	Platform	Score
1	Jeffrey Honda Roseville, MI	Team Velocity	50
2	Lafontaine Honda Dearborn, MI	Team Velocity	50
3	Jim Riehl's Friendly Honda Clinton Township, MI	Dealer.com	47
4	Tamaroff Honda Southfield, MI	Dealer Inspire	47
5	Page Honda Of Bloomfield Bloomfield Hills, MI	Team Velocity	44
6	Pure Honda Ferndale Ferndale, MI	Team Velocity	44
7	Southgate Honda Southgate, MI	Dealer.com	44
8	Suburban Honda Farmington Hills, MI	Dealer.com	44
9	Cawood Honda Port Huron, MI	Unknown	Blocked
10	Fischer Honda Ypsilanti, MI	Unknown	Blocked
11	Germain Honda Of Ann Arbor Ann Arbor, MI	Dealer Inspire	Blocked
12	Serra Honda Brighton Brighton, MI	Dealer Inspire	Blocked
13	Troy Honda Troy, MI	Unknown	Blocked
14	Victory Honda Monroe, MI	Dealer Inspire	Blocked
15	Victory Honda Of Plymouth Plymouth, MI	Dealer Inspire	Blocked