#644,581 OF 924,845 IN EDUCATION
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AI Visibility Scorecard
Replace Katie Stuart - Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our
replacekatiestuart.com · Education
Borderline visible. AI bots can crawl Replace Katie Stuart - Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our, 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 1 times
Claude
#644,581 of 924,845 in Education for AI visibility
4
AEO Visibility
iBorderline · 4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Replace Katie Stuart - Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our
from our crawl and measurement
Replace Katie Stuart describes itself simply: "Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our cause against HB2827. Together, we can drive positive change and achieve our shared goals." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) and a sitemap. It is missing 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
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4/10, Replace Katie Stuart - Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Replace Katie Stuart - Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/replacekatiestuart
Cite this score: Engagemii (2026). "AEO Score for Replace Katie Stuart - Join our mission to replace Katie Stuart in Illinois and make a real difference by supporting our." Retrieved from https://engagemii.com/aeo/brands/replacekatiestuart
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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