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AI Visibility Scorecard
M&M Commercial Refrigeration Sales PTY LTD
mandmcold.com.au · Home & Living
Somewhat visible. AI bots can read M&M Commercial Refrigeration Sales PTY LTD, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#174,714 of 1,249,658 in Home & Living for AI visibility
5.5
/10
AEO Score
About M&M Commercial Refrigeration Sales PTY LTD
from our crawl and measurement
"M&M Commercial Refrigeration provides friendly and reliable installation, maintenance, and servicing for coolrooms across the Central Coast. Call us today." That is how M&M Commercial Refrigeration Sales PTY LTD of Fountaindale NSW, Central Coast introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
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
7
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
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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.
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 5.5/10, M&M Commercial Refrigeration Sales PTY LTD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for M&M Commercial Refrigeration Sales PTY LTD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mandmcold-com-au
Cite this score: Engagemii (2026). "AEO Score for M&M Commercial Refrigeration Sales PTY LTD." Retrieved from https://engagemii.com/aeo/brands/mandmcold-com-au
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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