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AI Visibility Scorecard
Stephanie Lopuszynski
stephanielopuszynski.com · Food & Beverage
At 2/10, Stephanie Lopuszynski is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,657,775 of 1,711,279 in Food & Beverage for AI visibility
2
/10
AEO Score
About Stephanie Lopuszynski
from our crawl and measurement
Stephanie Lopuszynski describes itself simply: "From cancer nurse to cancer patient, Stephanie Lopuszynski walks with you through a tumultuous journey. More than just a story of someone’s cancer walk, Killing the Alien...." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
Under the hood there is structured data on the page (WebSite) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2/10, Stephanie Lopuszynski is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stephanie Lopuszynski
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 Stephanie Lopuszynski.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stephanielopuszynski
Cite this score: Engagemii (2026). "AEO Score for Stephanie Lopuszynski." Retrieved from https://engagemii.com/aeo/brands/stephanielopuszynski
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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