AI Visibility Scorecard
fantastickayaks.com · Sports & Recreation
Borderline visible. AI bots can crawl Kayak Scout, 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 6 times
Meta AI · Claude · Parallel
#28,335 of 251,596 in Sports & Recreation for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Sports & Recreation average 17
Top 19% of Sports & Recreation
See what's behind this score →4.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Sports & Recreation average 3. Claim your page and Engagemii is your first.
See what's behind this score →15
Muse Index Score
iAI agent readiness
Agent-ready · 15/100
Sports & Recreation average 16
See what's behind this score →0
from our crawl and measurement
Kayak Scout, based in Orlando, FL, describes itself simply: "We review kayaks, help you compare your best choices, and find the best deals." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, Kayak Scout is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Kayak Scout
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fantastickayaks
Cite this score: Engagemii (2026). "AEO Score for Kayak Scout." Retrieved from https://engagemii.com/aeo/brands/fantastickayaks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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