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AI Visibility Scorecard
The Vulnerable Warrior Project
vulnerablewarrior.com · Media & Entertainment
Borderline visible. AI bots can crawl The Vulnerable Warrior Project, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,447,028 of 1,865,789 in Media & Entertainment for AI visibility
3.7
/10
AEO Score
About The Vulnerable Warrior Project
from our crawl and measurement
"Discover the Vulnerable Warrior Project, a movement encouraging authentic strength through vulnerability, community, and honest storytelling for personal growth and resilience." That is how The Vulnerable Warrior Project introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 3.7/10, The Vulnerable Warrior Project is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Vulnerable Warrior Project
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.
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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/vulnerablewarrior
Cite this score: Engagemii (2026). "AEO Score for The Vulnerable Warrior Project." Retrieved from https://engagemii.com/aeo/brands/vulnerablewarrior
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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