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AI Visibility Scorecard
McNaughton GOLF
mcnaughtongolf.com · Healthcare
Borderline visible. AI bots can crawl McNaughton GOLF, 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
#605,649 of 741,004 in Healthcare for AI visibility
3.7
/10
AEO Score
About McNaughton GOLF
from our crawl and measurement
"McNaughton Golf provides private golf instruction, swing evaluations, club fitting, and performance coaching in Philadelphia." That is how McNaughton GOLF Home Page introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
0
No inbound links found yet.
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 3.7/10, McNaughton GOLF is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McNaughton GOLF
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcnaughtongolf
Cite this score: Engagemii (2026). "AEO Score for McNaughton GOLF." Retrieved from https://engagemii.com/aeo/brands/mcnaughtongolf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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