AI Visibility Scorecard
Susannah Birch
susannahbirch.com · Media & Entertainment
Borderline visible. AI bots can crawl Susannah Birch, 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 8 times
Claude · Apple Intelligence · Meta AI · Perplexity
#233,813 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Susannah Birch
from our crawl and measurement
Susannah Birch is a Toowoomba, QLD business whose own site puts it this way: "Susannah is a Digital Marketer, Speaker, Internet Safety and Mental Health activist, based in Queensland, Australia. She is the survivor of a 1989 attack and a 2002, 2014 catfishing scam." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Person) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.2/10, Susannah Birch is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Susannah Birch
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/susannahbirch
Cite this score: Engagemii (2026). "AEO Score for Susannah Birch." Retrieved from https://engagemii.com/aeo/brands/susannahbirch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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