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AI Visibility Scorecard
mcmerhons.com · Technology
Borderline visible. AI bots can crawl McMerhons, 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
#2,221,877 of 2,638,879 in Technology for AI visibility
3.2
/10
AEO Score
from our crawl and measurement
McMerhons describes itself simply: "Mcmerhons harnesses the latest and greatest to improve your company’s productivity in the most cost-effective manner possible." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3.2/10, McMerhons is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McMerhons
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcmerhons
Cite this score: Engagemii (2026). "AEO Score for McMerhons." Retrieved from https://engagemii.com/aeo/brands/mcmerhons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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