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AI Visibility Scorecard
Madeleine Gray
madeleine-gray.com · Media & Entertainment
Somewhat visible. AI bots can read Madeleine Gray, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#354,614 of 1,920,889 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Madeleine Gray
from our crawl and measurement
"Madeleine Gray is a novelist, academic, arts writer and book critic. Her second novel, CHOSEN FAMILY, is published with Summit Books in Australia, W&N in the UK, and Mariner in the US." That is how Madeleine Gray introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, 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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
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.
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 5.6/10, Madeleine Gray has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Madeleine Gray
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madeleine-gray
Cite this score: Engagemii (2026). "AEO Score for Madeleine Gray." Retrieved from https://engagemii.com/aeo/brands/madeleine-gray
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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