AI Visibility Scorecard
Sullivan Auto Body - 641-792-2006
ckmcgroup.com · Automotive
Borderline visible. AI bots can crawl Sullivan Auto Body - 641-792-2006, 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 6 times
Claude · ShapBot · Meta AI · Amazon Alexa
#66,065 of 365,619 in Automotive for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Automotive average 5
Top 43% of Automotive
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Automotive average 16
See what's behind this score →0
About Sullivan Auto Body - 641-792-2006
from our crawl and measurement
Sullivan Auto Body, based in th Ave East Newton, IA, describes itself simply: "Over 30 Years of Collision Repairs - We are experts in body repair for cars, trucks, and performance vehicles. Serving Newton and Jasper County since 1984!." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Off the page there is only faint evidence that only a handful of 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Sullivan Auto Body - 641-792-2006
- Website ·
- ckmcgroup.com
- Industry ·
- Automotive
- Location ·
- East Newton, IA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
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
Weak
No inbound links found yet.
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 read your site and name it in answers. At 4/10, Sullivan Auto Body - 641-792-2006 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why should you choose us?
Auto damage can be a frustrating inconvenience and we want to be the body shop that helps walk you through the process to make it as stress-free as possible. Our goal is to provide you with an auto body repair experience that you want to tell your friends and family about. Experience With over 50 years of experience and 30+ years in business, we have the knowledge to handle any job, big or small.
Is this your brand?
The exact fixes for Sullivan Auto Body - 641-792-2006
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ckmcgroup
Cite this score: Engagemii (2026). "AEO Score for Sullivan Auto Body - 641-792-2006." Retrieved from https://engagemii.com/aeo/brands/ckmcgroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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