#442,648 OF 514,273 IN PROFESSIONAL SERVICES
SCORE HISTORY BEGINS 2026-09-16
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AI Visibility Scorecard
Celeste Friedman
celestefriedman.com · Professional Services
Borderline visible. AI bots can crawl Celeste Friedman, 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
#442,648 of 514,273 in Professional Services for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Celeste Friedman
from our crawl and measurement
"Explore how Celeste Friedman is shaping the human experience through consulting. Join our newsletter for updates and connect with us!." That is how Celeste Friedman introduces itself. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
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
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
10
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 3.1/10, Celeste Friedman is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/celestefriedman
Cite this score: Engagemii (2026). "AEO Score for Celeste Friedman." Retrieved from https://engagemii.com/aeo/brands/celestefriedman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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