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AI Visibility Scorecard
Coffman Associates
coffmanassociates.com · Technology
Somewhat visible. AI bots can read Coffman Associates, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#347,273 of 2,652,880 in Technology for AI visibility
5.7
/10
AEO Score
About Coffman Associates
from our crawl and measurement
Coffman Associates is a Overland Park, KS business whose own site puts it this way: "Learn More Planning for Your Success Experienced Coffman Associates has completed over 1,700 airport planning assignments, including master plans, noise and land use studies, environmental." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
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
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
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 5.7/10, Coffman Associates has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coffman 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coffmanassociates
Cite this score: Engagemii (2026). "AEO Score for Coffman Associates." Retrieved from https://engagemii.com/aeo/brands/coffmanassociates
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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