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AI Visibility Scorecard
wilsoncontrols.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Ben Wilson, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#94,064 of 232,180 in Manufacturing & Industrial for AI visibility
4.9
/10
AEO Score
from our crawl and measurement
Ben Wilson is a Louisville, KY business whose own site puts it this way: "Wilson Controls is an industrial systems integrator in Louisville, KY specializing in custom PLC control systems, PLC cycle step monitoring, Cognex machine vision, and manufacturing data." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure and a clearly stated business identity. It is passable on basic crawler access. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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.
There is not much on the page to read either, about 149 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2005.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
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.
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 4.9/10, Ben Wilson is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ben Wilson
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wilsoncontrols
Cite this score: Engagemii (2026). "AEO Score for Ben Wilson." Retrieved from https://engagemii.com/aeo/brands/wilsoncontrols
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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