AI Visibility Scorecard
Robert Friefeld
frie.net · Beauty & Personal Care
Borderline visible. AI bots can crawl Robert Friefeld, 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.
AI engines read this profile 2 times
Claude · ChatGPT
#50,863 of 208,712 in Beauty & Personal Care for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Beauty & Personal Care average 9
Top 81% of Beauty & Personal Care
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Beauty & Personal Care average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Beauty & Personal Care average 20
See what's behind this score →0
About Robert Friefeld
from frie.net
Robert Friefeld Home Astrophoto Art of Work Cancer Story Molly Rob led an extraordinary life, and we are so glad to have had him in ours.
- Company ·
- Robert Friefeld
- Website ·
- frie.net
- Industry ·
- Beauty & Personal Care
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Robert Friefeld is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Robert Friefeld
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/frie-net
Cite this score: Engagemii (2026). "AEO Score for Robert Friefeld." Retrieved from https://engagemii.com/aeo/brands/frie-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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