AI Visibility Scorecard
grainandmargin.com
grainandmargin.com · Sports & Recreation
Borderline visible. AI bots can crawl grainandmargin.com, 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
#213,294 of 250,759 in Sports & Recreation for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About grainandmargin.com
from our crawl and measurement
Grain & Margin is a business whose own site puts it this way: "Grain & Margin is an operator-led pub and hospitality consultancy helping ambitious businesses build better systems, stronger teams and healthier margins." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
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
Fair
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
Fair
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 3.3/10, grainandmargin.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What could yourbusiness do better?
Tell us where you are and where you want to get to. The first conversation is informal, focused and free of jargon.
Is this your brand?
The exact fixes for grainandmargin.com
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grainandmargin
Cite this score: Engagemii (2026). "AEO Score for grainandmargin.com." Retrieved from https://engagemii.com/aeo/brands/grainandmargin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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