AI Visibility Scorecard
Sam Radford
samradford.com · Technology
At 2.95/10, Sam Radford is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI · Parallel
Top 25% in Technology for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Technology average 28
Top 15% of Technology
See what's behind this score →2.95
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
4
About Sam Radford
from our crawl and measurement
"Books, quotes, links, and thoughts curated with care." That is how Sam Radford introduces itself. When AI engines look at it, they find little to work with. It scores 2.95 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Sam Radford
- Website ·
- samradford.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.95/10, Sam Radford is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/samradford
Cite this score: Engagemii (2026). "AEO Score for Sam Radford." Retrieved from https://engagemii.com/aeo/brands/samradford
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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