AI Visibility Scorecard
MM89 Hospitality Consultancy
mm89consultancy.com · Food & Beverage
Borderline visible. AI bots can crawl MM89 Hospitality Consultancy, 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
#1,182,368 of 1,392,203 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About MM89 Hospitality Consultancy
from our crawl and measurement
Hospitality Consultant Edinburgh & Scotland is a Edinburgh, Scotland business whose own site puts it this way: "Edinburgh-based hospitality consultancy supporting procurement, food safety and culinary operations for businesses across Scotland." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (ProfessionalService), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.5/10, MM89 Hospitality Consultancy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is putting the most pressure on your operation right now?
Tell Michael the one issue you most want to improve. He aims to reply personally within two working days to arrange a convenient 10-minute consultation.Your nameBusiness or venueEmail addressArea of supportProcurementFood safetyCulinary operationsGeneral supportPreferred time for a callWhat is the main challenge?Book your consultationThis opens your email app with the enquiry ready to send.
Is this your brand?
The exact fixes for MM89 Hospitality Consultancy
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MM89 Hospitality Consultancy.
Source & Attribution
Scored by Engagemii on October 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mm89consultancy
Cite this score: Engagemii (2026). "AEO Score for MM89 Hospitality Consultancy." Retrieved from https://engagemii.com/aeo/brands/mm89consultancy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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