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AI Visibility Scorecard
zumasales.com · construction
Somewhat visible. AI bots can read Zuma Sales LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#9,371 of 518,416 in E-commerce for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
Zuma Sales LLC, based in Sumas, WA, describes itself simply: "Zuma Sales LLC is your go-to Authorized Dealer for lift equipment and lift parts for brands like Genie, JLG, Skyjack, & Haulotte, providing both lift parts and lift equipment at great." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Off the page, 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. None of that can be fixed on the page: it has to be earned.
The business dates to 2008.
Higher is better · 0-10
Structured Data
8
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
4
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.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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.
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 6.5/10, Zuma Sales LLC has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Zuma Sales LLC
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Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/zumasales
Cite this score: Engagemii (2026). "AEO Score for Zuma Sales LLC." Retrieved from https://engagemii.com/aeo/brands/zumasales
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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