AI Visibility Scorecard
Fiona Ingram
fionaingram.com · Media & Entertainment
Borderline visible. AI bots can crawl Fiona Ingram, 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
#1,648,405 of 1,966,627 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Fiona Ingram
from our crawl and measurement
Fona Ingram describes itself simply: "Fiona Ingram is the multi-award-winning children’s author of the adventure series The Chronicles of the Stone. Book one is The Secret of the Sacred Scarab." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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, Fiona Ingram is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Fiona Ingram
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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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fionaingram
Cite this score: Engagemii (2026). "AEO Score for Fiona Ingram." Retrieved from https://engagemii.com/aeo/brands/fionaingram
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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