#978,346 OF 1,388,695 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Michelle Sanson
michellesanson.com · Food & Beverage
Borderline visible. AI bots can crawl Michelle Sanson, 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.
AI engines read this profile 1 times
Claude
#978,346 of 1,388,695 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Michelle Sanson
from our crawl and measurement
Michelle Sanson is a business whose own site puts it this way: "Her humanitarian work is mainly in or for places affected by conflict or disaster, to support the protection, dignity and equality of affected people." When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.5/10, Michelle Sanson is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Michelle Sanson
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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/michellesanson
Cite this score: Engagemii (2026). "AEO Score for Michelle Sanson." Retrieved from https://engagemii.com/aeo/brands/michellesanson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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