AI Visibility Scorecard
Walkntours
walkntours.com · Travel & Hospitality
Borderline visible. AI bots can crawl Walkntours, 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 10 times
Claude · Apple Intelligence · Meta AI · Perplexity
#20,645 of 457,181 in Travel & Hospitality for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 95% of Travel & Hospitality companies
5
AEO Visibility
iBorderline · 4.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About Walkntours
from our crawl and measurement
Walkntours is a Boston, MA business whose own site puts it this way: "Discover cities with a self guided walking tour. WalknTours GPS audio guides share stories, history, and hidden gems while you explore at your own pace." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness, ProfessionalService), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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 4.6/10, Walkntours is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Walkntours
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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/walkntours
Cite this score: Engagemii (2026). "AEO Score for Walkntours." Retrieved from https://engagemii.com/aeo/brands/walkntours
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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