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AI Visibility Scorecard

Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI
  
  Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.

Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.

Unclaimed

b52express.com · Automotive

Somewhat visible. AI bots can read Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon., but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#32,844 of 324,304 in Automotive for AI visibility

5.7

/10

AEO Score

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About Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.

from our crawl and measurement

Oil Change & Car Wash, based in Grand Rapids, MI, describes itself simply: "Get quick oil changes & affordable car washes at our family-owned shop. Visit us for reliable service today!." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

It does link out to several social profiles, which helps engines tie the brand together.

Industry · Automotive
Last scored · Aug 2, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.7/10, Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon. has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon..

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/b52express

Cite this score: Engagemii (2026). "AEO Score for Oil Change & Car Wash | Mobil 1 Lube Express Oil Change & B52 Express Car Wash | Grand Rapids, MI Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.." Retrieved from https://engagemii.com/aeo/brands/b52express

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