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AI Visibility Scorecard
Luschka van Onselen
luschka.gumroad.com · Food & Beverage
At 3/10, Luschka van Onselen 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.
AI engines read this profile 4 times
Claude · ChatGPT
#1,437,678 of 1,693,893 in Food & Beverage for AI visibility
3
/10
AEO Score
About Luschka van Onselen
from our crawl and measurement
Luschka van Onselen is a business whose own site puts it this way: "Luschka is a blogger and a mother, working in online publishing, home educating her children through favourite stories and playing in the kitchen." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 4 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
8
Forum and community discussion.
9
Reddit mentions and discussion.
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 3/10, Luschka van Onselen is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Luschka van Onselen
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 Luschka van Onselen.
Source & Attribution
Scored by Engagemii on May 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/luschka-gumroad
Cite this score: Engagemii (2026). "AEO Score for Luschka van Onselen." Retrieved from https://engagemii.com/aeo/brands/luschka-gumroad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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