AI visibility score
4.2/ 10Fair

#9,676 of 365,744 in Automotive

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Rolling Buddies

Rolling Buddies

Unclaimed

rollingbuddies.com · Automotive

Borderline visible. AI bots can crawl Rolling Buddies, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 7 times

Claude · ChatGPT · Apple Intelligence · Meta AI

#9,676 of 365,744 in Automotive for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 2% of Automotive

4

AEO Visibility

i

Borderline · 4.2/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Rolling Buddies

from our crawl and measurement

Rolling Buddies, based in Sterling Heights, MI, describes itself simply: "About this item Side Mount Heavy Duty Chrome Wheelchair Brake Wheel Locks (Pair) Side Mount Bolt-On Style for 7/8 Tubing Fits Most Newer Medline, Drive, Invacare, E&J, Tuffcare, ALCO &." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

Our crawl found structured data on the page (Product), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).

Industry · Automotive
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion 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 4.2/10, Rolling Buddies is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Rolling Buddies: 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.

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Rolling Buddies lists 323 products, 304 in stock, priced 5.00 to 110.00.

Show all 323 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Rolling Buddies." Retrieved from https://engagemii.com/aeo/brands/rollingbuddies

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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