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AI Visibility Scorecard
A-1 Vacuum Solutions
mnvacguy.com · E-commerce
Somewhat visible. AI bots can read A-1 Vacuum Solutions, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#42,049 of 520,768 in E-commerce for AI visibility
6
/10
AEO Score
About A-1 Vacuum Solutions
from our crawl and measurement
"Welcome, we are a family owned local business in Richfield, MN. Our goal is to provide the best vacuum parts, repairs, and machines possible." That is how A-1 Vacuum Solutions introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models, a readable heading structure. What holds it back is what is absent, including a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, A-1 Vacuum Solutions has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for A-1 Vacuum Solutions
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/mnvacguy
Cite this score: Engagemii (2026). "AEO Score for A-1 Vacuum Solutions." Retrieved from https://engagemii.com/aeo/brands/mnvacguy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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