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AI Visibility Scorecard
Michelle Sanson
michellesanson.net · 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,385,711 of 1,707,025 in Food & Beverage for AI visibility
3.2
/10
AEO Score
About Michelle Sanson
from our crawl and measurement
Michelle Sanson describes itself simply: "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.
Under the hood there is crawler access and the files AI engines look for, but the score is capped by what is missing: credibility markers like credentials or reviews, structured data describing the business, a clearly stated business identity.
The wider web has little to say about it yet: almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business. Those signals cannot be fixed on the page, they have to be earned.
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.2/10, 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
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Michelle Sanson.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/michellesanson-net
Cite this score: Engagemii (2026). "AEO Score for Michelle Sanson." Retrieved from https://engagemii.com/aeo/brands/michellesanson-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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