AI Visibility Scorecard
mackellarcoffee.com · Food & Beverage
Borderline visible. AI bots can crawl Mackellar Range Australian Coffee, 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
#502,928 of 1,393,999 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Home » Mackellar Range Australian Coffee is a Hogarth Range, NSW business whose own site puts it this way: "Mackellar Coffee is produced at Hogarth Range in Northern New South Wales, 70km inland from Byron Bay. The 100% Arabica coffee is grown at an altitude of." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.7/10, Mackellar Range Australian Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
Where To Buy?
Mackellar Range Australian Coffee is a single origin Arabica coffee that is hand-picked and/or machine harvested and then processed and sun-dried. Our coffee is grown free of pesticides and processed free of chemicals offering a fine balance between roast aroma and roast flavour – with a pleasing level of acidity and distinct nutty chocolate character.
What Our Clients Say?
Amazing Aussie grown coffee from NSW, I was trying hard to find local coffee and bumped on their website, placed order and tried their coffee which was outstanding. Highly recommended to taste their coffee and support local businesses, bet you won't regret and will become their regular customer too. Sam It's fresh - It's local! I have been drinking Northern Rivers/Range coffee for a number of years.
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The exact fixes for Mackellar Range Australian Coffee
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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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mackellarcoffee
Cite this score: Engagemii (2026). "AEO Score for Mackellar Range Australian Coffee." Retrieved from https://engagemii.com/aeo/brands/mackellarcoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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