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AI Visibility Scorecard
McIntosh Performance Group
mcintoshperformancegroup.com · Food & Beverage
Borderline visible. AI bots can crawl McIntosh Performance Group, 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
#1,138,909 of 1,418,040 in Food & Beverage for AI visibility
3.2
/10
AEO Score
About McIntosh Performance Group
from our crawl and measurement
"High-energy dealership sales training + accountability systems that increase appointments, show rate, close rate, and gross. Led by Scott McIntosh." That is how McIntosh Performance Group introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
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
1
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.
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 3.2/10, McIntosh Performance Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McIntosh Performance Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for McIntosh Performance Group.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcintoshperformancegroup
Cite this score: Engagemii (2026). "AEO Score for McIntosh Performance Group." Retrieved from https://engagemii.com/aeo/brands/mcintoshperformancegroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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