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AI Visibility Scorecard
Kansas City's Best Pumpkin Patch
carolynspumpkinpatch.com · Travel & Hospitality
Somewhat visible. AI bots can read Kansas City's Best Pumpkin Patch, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#9,942 of 431,937 in Travel & Hospitality for AI visibility
6.4
/10
AEO Score
About Kansas City's Best Pumpkin Patch
from our crawl and measurement
"Visit Carolyn’s Pumpkin Patch in Liberty, MO for pumpkins, family attractions, school tours, birthday parties, food, and fall fun near Kansas City. Find tickets, hours, and directions." That is how Kansas City's Best Pumpkin Patch of Liberty, MO introduces itself. Its AI visibility score is 6.4 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 (WebPage, ImageObject, BreadcrumbList), 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
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
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 6.4/10, Kansas City's Best Pumpkin Patch has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kansas City's Best Pumpkin Patch
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carolynspumpkinpatch
Cite this score: Engagemii (2026). "AEO Score for Kansas City's Best Pumpkin Patch." Retrieved from https://engagemii.com/aeo/brands/carolynspumpkinpatch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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