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AI Visibility Scorecard
Karen McMahon for New York State Assembly
mcmahon4ny.com · Healthcare
At 2.9/10, Karen McMahon for New York State Assembly is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#799,687 of 856,999 in Healthcare for AI visibility
3
AEO Visibility
iNear-invisible · 2.9/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Karen McMahon for New York State Assembly
from mcmahon4ny.com
Karen The Issues Endorsements Get Involved Contact Us Donate Home About Karen The Issues Endorsements Get Involved Contact Us Donate Karen McMahonFighting and Delivering for Amherst and WilliamsvilleDonate Karen McMahon is your New York State Assemblymember for the 146th District which includes Amherst and Williamsville.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
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 2.9/10, Karen McMahon for New York State Assembly is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Karen McMahon for New York State Assembly
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcmahon4ny
Cite this score: Engagemii (2026). "AEO Score for Karen McMahon for New York State Assembly." Retrieved from https://engagemii.com/aeo/brands/mcmahon4ny
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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