AI Visibility Scorecard
Nathaniel Philbrick
nathanielphilbrick.com · Education
Borderline visible. AI bots can crawl Nathaniel Philbrick, 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
#78,744 of 937,750 in Education for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Education average 14
Top 11% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →5
0
About Nathaniel Philbrick
from our crawl and measurement
"His latest, The Rush: California Gold, the Civil War, and the Making of the Modern World is scheduled for publication on October 6, 2026." That is how Nathaniel Philbrick of Nantucket, MA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Nathaniel Philbrick
- Website ·
- nathanielphilbrick.com
- Industry ·
- Education
- Location ·
- Nantucket, MA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Jul 31, 2026
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.6/10, Nathaniel Philbrick is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Nathaniel Philbrick
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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/nathanielphilbrick
Cite this score: Engagemii (2026). "AEO Score for Nathaniel Philbrick." Retrieved from https://engagemii.com/aeo/brands/nathanielphilbrick
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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