▲ 0.3 since Jul 2026
#1,165,600 OF 1,964,803 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
Katherine Bolger Hyde
kbhyde.com · Media & Entertainment
Borderline visible. AI bots can crawl Katherine Bolger Hyde, 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 1 times
Claude
#1,165,600 of 1,964,803 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Katherine Bolger Hyde
from our crawl and measurement
Katherine Bolger Hyde describes itself simply: "If you enjoy fiction that’s challenging but accessible, that may lead you to look at the world through a different lens, that ultimately affirms the good, the beautiful, and the true." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.3/10, Katherine Bolger Hyde is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Katherine Bolger Hyde
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kbhyde
Cite this score: Engagemii (2026). "AEO Score for Katherine Bolger Hyde." Retrieved from https://engagemii.com/aeo/brands/kbhyde
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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