AI Visibility Scorecard
Jon Fribourg
jonfribourg.com · Home & Living
AI engines read this profile 3 times
Claude · ShapBot
87
?
AEO Visibility
iNot scored · -/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Jon Fribourg
from our crawl and measurement
"Subscribe Subscribed Jon Fribourg Sign me up Already have a WordPress.com account?." That is how Jon Fribourg introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
On the page it is passable on a workable page structure. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 130 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Jon Fribourg
- Website ·
- jonfribourg.com
- Industry ·
- Home & Living
- Site status ·
- Live
- AEO score ·
- Not scored yet
- AI visibility ·
- Not scored yet
- AI naming ·
- 87/100
- Network Authority ·
- Not connected yet
- AI reads ·
- 3
- Last scored ·
- Jul 31, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
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What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT answered 200 million questions last month. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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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/jonfribourg
Cite this score: Engagemii (2026). "AEO Score for Jon Fribourg." Retrieved from https://engagemii.com/aeo/brands/jonfribourg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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