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AI Visibility Scorecard
benjaminhcheever.com · Media & Entertainment
Borderline visible. AI bots can crawl Benjamin H. Cheever, 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
#1,032,199 of 1,895,347 in Media & Entertainment for AI visibility
4.5
/10
AEO Score
from our crawl and measurement
Benjamin H. Cheever describes itself simply: "Home Blog Bio Books TV Show Print Articles My Father, John Select Page “We are all patchwork." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 4.5/10, Benjamin H. Cheever is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Benjamin H. Cheever
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benjaminhcheever
Cite this score: Engagemii (2026). "AEO Score for Benjamin H. Cheever." Retrieved from https://engagemii.com/aeo/brands/benjaminhcheever
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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