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AI Visibility Scorecard
MBAM Directory
mbamdirectory.com · Home & Living
Borderline visible. AI bots can crawl MBAM Directory, 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
#984,949 of 1,157,766 in Home & Living for AI visibility
3.3
/10
AEO Score
About MBAM Directory
from our crawl and measurement
"We would like to invite your esteemed organisation to advertise in the MBAM Members Directory Online." That is how MBAM Directory introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 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
6
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
1
Established authority for your domain.
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 3.3/10, MBAM Directory is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MBAM Directory
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/mbamdirectory
Cite this score: Engagemii (2026). "AEO Score for MBAM Directory." Retrieved from https://engagemii.com/aeo/brands/mbamdirectory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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