AI Visibility Scorecard
Philip McCully & Associates | Lighting & Controls Solutions
pmccully.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Philip McCully & Associates | Lighting & Controls Solutions, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#81,671 of 268,051 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Philip McCully & Associates | Lighting & Controls Solutions
from our crawl and measurement
Philip McCully & Associates, based in Toluca, IL, describes itself simply: "Serving Central Illinois as a trusted manufacturer’s representative for some of the best companies in the lighting industry." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.1/10, Philip McCully & Associates | Lighting & Controls Solutions has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Philip McCully & Associates | Lighting & Controls Solutions
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pmccully
Cite this score: Engagemii (2026). "AEO Score for Philip McCully & Associates | Lighting & Controls Solutions." Retrieved from https://engagemii.com/aeo/brands/pmccully
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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