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AI Visibility Scorecard
Kalamazoo Wings
kwings.com · Media & Entertainment
Somewhat visible. AI bots can read Kalamazoo Wings, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#43,055 of 1,911,874 in Media & Entertainment for AI visibility
6.6
/10
AEO Score
About Kalamazoo Wings
from our crawl and measurement
"Official website for the Kalamazoo Wings, Kalamazoo's professional hockey team & proud affiliate of the Vancouver Canucks. Check out our schedule and family-friendly promotions." That is how Kalamazoo Wings of Kalamazoo, MI introduces itself. Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (SportsTeam), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
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 6.6/10, Kalamazoo Wings has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Kalamazoo Wings
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/kwings
Cite this score: Engagemii (2026). "AEO Score for Kalamazoo Wings." Retrieved from https://engagemii.com/aeo/brands/kwings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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