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AI Visibility Scorecard
Zarah McIntosh, Creator
sirenwizardry.com · Education
At 2.8/10, Zarah McIntosh, Creator 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
#814,528 of 878,615 in Education for AI visibility
2.8
/10
AEO Score
About Zarah McIntosh, Creator
from our crawl and measurement
Zarah McIntosh, Creator describes itself simply: "Multi passionate entrepreneur, Zarah McIntosh, creating online courses and community membership programs for beginners with interests in art, self development, and online business and." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
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
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 2.8/10, Zarah McIntosh, Creator is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Zarah McIntosh, Creator
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sirenwizardry
Cite this score: Engagemii (2026). "AEO Score for Zarah McIntosh, Creator." Retrieved from https://engagemii.com/aeo/brands/sirenwizardry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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