#323,154 OF 358,814 IN AUTOMOTIVE
SCORE HISTORY BEGINS 2026-07-18
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AI Visibility Scorecard
fieldsautoservice.com · Automotive
At 2.9/10, Fields Auto Service is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#323,154 of 358,814 in Automotive for AI visibility
3
AEO Visibility
iNear-invisible · 2.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"We strive to offer honest and fair priced mobile automotive maintenance and light/medium automotive repair.Please contact us with your Year, Make, and Model." That is how Fields Auto Service introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
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.
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 2.9/10, Fields Auto Service is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Fields Auto Service
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fieldsautoservice
Cite this score: Engagemii (2026). "AEO Score for Fields Auto Service." Retrieved from https://engagemii.com/aeo/brands/fieldsautoservice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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