▲ 1.0 since Jun 2026
#12,318 OF 357,996 IN AUTOMOTIVE
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AI Visibility Scorecard
Auto Repair and Performance Services in Lewisville, TX | Auto Science Phone Icon
autoscience.com · Automotive
Somewhat visible. AI bots can read Auto Repair and Performance Services in Lewisville, TX | Auto Science Phone Icon, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#12,318 of 357,996 in Automotive for AI visibility
6
AEO Visibility
iVisible · 6/10
40
Muse Index Score
iAI agent readiness
Basic · 40/100
0
AI Adoption
iNone detected · 0/100
About Auto Repair and Performance Services in Lewisville, TX | Auto Science Phone Icon
from our crawl and measurement
Auto Repair and Performance Services in Lewisville, TX, based in Lewisville, TX, describes itself simply: "Auto Science is your trusted, locally owned auto repair shop in Lewisville, specializing in everything from routine maintenance to high-performance upgrades." Its AI visibility score is 6.0 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 (AutomotiveBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
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 Authority
2
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 6/10, Auto Repair and Performance Services in Lewisville, TX | Auto Science 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 Auto Repair and Performance Services in Lewisville, TX | Auto Science Phone Icon
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/autoscience
Cite this score: Engagemii (2026). "AEO Score for Auto Repair and Performance Services in Lewisville, TX | Auto Science Phone Icon." Retrieved from https://engagemii.com/aeo/brands/autoscience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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