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AI Visibility Scorecard
Carlisle Wortman & Associates
cwaplan.com · Government & Public Sector
Somewhat visible. AI bots can read Carlisle Wortman & Associates, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#25,703 of 108,756 in Government & Public Sector for AI visibility
5.5
/10
AEO Score
About Carlisle Wortman & Associates
from our crawl and measurement
Carlisle Wortman & Associates, based in Ann Arbor, MI, describes itself simply: "<p>For more than 35 years, Carlisle/Wortman Associates has helped the leaders of Michigan communities define and realize their futures.</p>." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.5/10, Carlisle Wortman & Associates has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Carlisle Wortman & Associates
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cwaplan
Cite this score: Engagemii (2026). "AEO Score for Carlisle Wortman & Associates." Retrieved from https://engagemii.com/aeo/brands/cwaplan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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