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AI Visibility Scorecard
Walk With Sam
walkwithsam.com · Healthcare
Somewhat visible. AI bots can read Walk With Sam, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#137,377 of 827,165 in Healthcare for AI visibility
5.6
/10
AEO Score
About Walk With Sam
from our crawl and measurement
Walk With Sam describes itself simply: "Hi, I’m Sam. What began as a blog to update friends and family during my brain tumour journey has become something much bigger, a mission to encourage people navigating their own battles." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.6/10, Walk With Sam has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Walk With Sam
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Walk With Sam.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/walkwithsam
Cite this score: Engagemii (2026). "AEO Score for Walk With Sam." Retrieved from https://engagemii.com/aeo/brands/walkwithsam
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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