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AI Visibility Scorecard
Nancy MacMillan
nancymacmillan.com · Membership Organizations
Borderline visible. AI bots can crawl Nancy MacMillan, 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
#26,982 of 34,393 in Membership Organizations for AI visibility
3.5
/10
AEO Score
About Nancy MacMillan
from our crawl and measurement
Nancy MacMillan describes itself simply: "Through her work with the dying, Nancy MacMillan reveals the very real imaginal world where nature, myth, dreams, ancestors, and those yet to be born whisper from the far shore, a place." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Established authority for your domain.
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 3.5/10, Nancy MacMillan is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nancy MacMillan
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Nancy MacMillan.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nancymacmillan
Cite this score: Engagemii (2026). "AEO Score for Nancy MacMillan." Retrieved from https://engagemii.com/aeo/brands/nancymacmillan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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