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AI Visibility Scorecard
MK Auto Design
mkautodesign.com · Finance & Insurance
Somewhat visible. AI bots can read MK Auto Design, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#37,589 of 758,468 in Finance & Insurance for AI visibility
6.1
/10
AEO Score
About MK Auto Design
from our crawl and measurement
MK Auto Design, based in Tulsa, OK, describes itself simply: "Certified window tinting, paint protection film, ceramic coating & vehicle wraps in Tulsa. Lifetime warranty, 104 five-star reviews." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 6.1/10, MK Auto Design has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MK Auto Design
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mkautodesign
Cite this score: Engagemii (2026). "AEO Score for MK Auto Design." Retrieved from https://engagemii.com/aeo/brands/mkautodesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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