AI Visibility Scorecard
mackintosh.com · Fashion & Apparel
Somewhat visible. AI bots can read Mackintosh Official, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 9 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#1,699 of 246,365 in Fashion & Apparel for AI visibility
58
AI Naming Predictability
iRarely named · 58/100
Fashion & Apparel average 14
Top 1% of Fashion & Apparel
See what's behind this score →5
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Fashion & Apparel average 4. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
Fashion & Apparel average 24
See what's behind this score →0
from our crawl and measurement
Mackintosh is a business whose own site puts it this way: "Since 1824, Mackintosh have been at the forefront of coat making, crafting by hand, a collection of raincoats, wool coats, weatherproof jackets & outerwear." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 read your site and name it in answers. At 5.4/10, Mackintosh Official has a working base to build on - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Mackintosh Official lists 671 products, 485 in stock, priced 0.00 to 4,990.00.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mackintosh
Cite this score: Engagemii (2026). "AEO Score for Mackintosh Official." Retrieved from https://engagemii.com/aeo/brands/mackintosh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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