AI Visibility Scorecard
Cait Conley for Congress
caitconley.com · Education
Borderline visible. AI bots can crawl Cait Conley for Congress, 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 15 times
Claude · Meta AI · Apple Intelligence · ShapBot
#111,925 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
45
Muse Index Score
iAI agent readiness
Transactable · 45/100
0
AI Adoption
iNone detected · 0/100
About Cait Conley for Congress
from our crawl and measurement
Cait Conley for Congress is a Ossining, NY business whose own site puts it this way: "Cait Conley is a proud fourth-generation Hudson Valley native. She is a decorated special ops combat veteran and has spent her life serving America and protecting our future." 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, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 15 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
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, Cait Conley for Congress is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Will you donate to Cait's campaign today?
Republicans will spend millions to hold onto this seat, but with your support, Cait Conley can win. Every dollar helps us reach voters, fight back against attacks, and build the momentum we need. Donate now to help flip NY-17! Donatewith ActBlue Donatewith Numero Or Skip to website
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The exact fixes for Cait Conley for Congress
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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 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caitconley
Cite this score: Engagemii (2026). "AEO Score for Cait Conley for Congress." Retrieved from https://engagemii.com/aeo/brands/caitconley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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