AI Visibility Scorecard
ESR1 Mutations in ER+/HER2
knowesr1.com · Healthcare
Borderline visible. AI bots can crawl ESR1 Mutations in ER+/HER2, 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 · Meta AI · ShapBot · Apple Intelligence
#23,400 of 924,005 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 87% of Healthcare companies
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About ESR1 Mutations in ER+/HER2
from our crawl and measurement
ESR1 Mutations in ER+/HER2 describes itself simply: "Find information about ESR1 mutations in metastatic breast cancer following hormone therapy and why it's important to know your ESR1 mutation status." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
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
Fair
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
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, ESR1 Mutations in ER+/HER2 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Could this be you?
Nearly 1 out of 2 people with ER+/HER2- metastatic breast cancer may develop an ESR1 mutation after progression on hormone therapy. I know my cancer’s ESR1 mutation status. You should too. Not an actual patient. 1. Ask about status I learned that ESR1 mutations can be common after treatment like mine. So, before starting my next treatment, I asked my oncologist about the ESR1 mutation status of my cancer. 2.
Is this your brand?
The exact fixes for ESR1 Mutations in ER+/HER2
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knowesr1
Cite this score: Engagemii (2026). "AEO Score for ESR1 Mutations in ER+/HER2." Retrieved from https://engagemii.com/aeo/brands/knowesr1
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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