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AI Visibility Scorecard
255dust.com · Home & Living
Somewhat visible. AI bots can read University Vacuum & Sewing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Meta AI
#20,846 of 1,244,191 in Home & Living for AI visibility
6.3
/10
AEO Score
from our crawl and measurement
"University Vacuum provides sewing machine sales, sewing machine repair, vacuum sales, and vacuum repair to the Des Moines, IA area." That is how Sewing Machines For Sale Des Moines, IA Black circle with white checkmark inside.Black circle with a white checkmark icon.Black circle with white checkmark.Black circle with a white checkmark icon.Black circle with white checkmark.Black circle with white checkmark.A solid black icon of an upright vacuum cleaner.Sewing machine icon, black and white.Black vacuum cleaner.A black silhouette icon of a standard sewing machine, shown in profile view.A black silhouette icon depicting a vacuum cleaner standing upright.Briefcase icon.Black and white briefcase icon.Briefcase icon.Outline of a briefcase with a handle on a white background.Black and white outline of a briefcase with a handle.Briefcase icon. Black outline on white background.Briefcase icon.Briefcase icon.Briefcase icon.Two overlapping speech bubbles with ellipsis dots, indicating a conversation or chat.Contact Us of Des Moines, IA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
9
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
7
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.
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 6.3/10, University Vacuum & Sewing has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for University Vacuum & Sewing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/255dust
Cite this score: Engagemii (2026). "AEO Score for University Vacuum & Sewing." Retrieved from https://engagemii.com/aeo/brands/255dust
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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