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AI Visibility Scorecard
pastiche-learning.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Pastiche Training, 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
#70,637 of 191,635 in Beauty & Personal Care for AI visibility
4.7
/10
AEO Score
from our crawl and measurement
Pastiche Training, based in Orewa, Auckland, describes itself simply: "Pastiche is the brainchild of Florence Barrett-Hill, an internationally acclaimed dermal science educator; practitioner, researcher and author with vast experience covering all aspects of." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Under the hood there is structured data on the page (WebSite, ProfessionalService) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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 4.7/10, Pastiche Training is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pastiche Training
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Beauty is personal in a way that almost no other category is.
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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pastiche-learning
Cite this score: Engagemii (2026). "AEO Score for Pastiche Training." Retrieved from https://engagemii.com/aeo/brands/pastiche-learning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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