#76,973 OF 357,508 IN AUTOMOTIVE
SCORE HISTORY BEGINS 2026-09-21
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AI Visibility Scorecard
Good Sam Roadside Assistance
corporateroadside.com · Automotive
Somewhat visible. AI bots can read Good Sam Roadside Assistance, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#76,973 of 357,508 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Good Sam Roadside Assistance
from our crawl and measurement
RV & Automotive Roadside Assistance is a business whose own site puts it this way: "24/7 emergency breakdown support for RVs and autos, including unlimited-distance towing to the nearest service center, battery jump starts, flat tire service, lockout assistance, fuel." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, Service) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, Good Sam Roadside Assistance has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Good Sam Roadside Assistance
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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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Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/corporateroadside
Cite this score: Engagemii (2026). "AEO Score for Good Sam Roadside Assistance." Retrieved from https://engagemii.com/aeo/brands/corporateroadside
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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