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AI Visibility Scorecard
Garage 104
garage104.com · Automotive
Somewhat visible. AI bots can read Garage 104, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#2,950 of 340,824 in Automotive for AI visibility
6
AEO Visibility
iVisible · 6.4/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Garage 104
from our crawl and measurement
Garage 104 is a Edmonton, AB business whose own site puts it this way: "Serving residential and commercial clients across Edmonton, Garage 104 offers a wide range of vehicle protection and enhancement solutions. Contact us today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
7
Inbound links from other sites.
Domain Authority
3
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 6.4/10, Garage 104 has a working base to build on - fixable, and the signals above are where to start.
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/garage104
Cite this score: Engagemii (2026). "AEO Score for Garage 104." Retrieved from https://engagemii.com/aeo/brands/garage104
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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