AI Visibility Scorecard
katrinaharrington.com
katrinaharrington.com · Media & Entertainment
Borderline visible. AI bots can crawl katrinaharrington.com, 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
#1,925,879 of 1,966,412 in Media & Entertainment for AI visibility
<1
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About katrinaharrington.com
from our crawl and measurement
katrinaharrington.com describes itself simply: "Author website for romance novelist, Katrina Harrington. Includes blog and resources about autism spectrum disorders and families." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
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
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 3.4/10, katrinaharrington.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are People Saying About KAtrina's Books?
Great story of love and family. A definite read for lovers of Hallmark channel stories! Endearingly imperfect characters that take you with them through their ups and downs
Is this your brand?
The exact fixes for katrinaharrington.com
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 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/katrinaharrington
Cite this score: Engagemii (2026). "AEO Score for katrinaharrington.com." Retrieved from https://engagemii.com/aeo/brands/katrinaharrington
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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