AI Visibility Scorecard
THIS IS HOPE: GREEN VEGANS
thisishopethebook.com · Media & Entertainment
Borderline visible. AI bots can crawl THIS IS HOPE: GREEN VEGANS, 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 3 times
Apple Intelligence · Claude · Meta AI
#866,467 of 1,966,627 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About THIS IS HOPE: GREEN VEGANS
from our crawl and measurement
"Home Summary Contents Table of Contents Paperback Book Index Author Contact Welcome to This Is Hope, home for my book and blogs intended to inspire an objective understanding of what will." That is how THIS IS HOPE: GREEN VEGANS introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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.
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 4.7/10, THIS IS HOPE: GREEN VEGANS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are Vegans Vegetarians?
Conclusion by Will Anderson | Sep 19, 2015We lost the struggle for the original definition of “vegetarianism” and “vegetarian” in 1847, 168 years ago. That’s when dairy- and egg-consumption became acceptable to the Vegetarian Society. Donald Watson and his peers were right in 1944 to in effect regain the...
Is this your brand?
The exact fixes for THIS IS HOPE: GREEN VEGANS
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thisishopethebook
Cite this score: Engagemii (2026). "AEO Score for THIS IS HOPE: GREEN VEGANS." Retrieved from https://engagemii.com/aeo/brands/thisishopethebook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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