AI Visibility Scorecard
Mandragora: Whispers of the Witch Tree | Play on PC, PS5 & Xbox Series X|S
mandragoragame.com · Technology
Somewhat visible. AI bots can read Mandragora: Whispers of the Witch Tree | Play on PC, PS5 & Xbox Series X|S, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 19 times
Claude · Meta AI · Perplexity · ShapBot
#100,106 of 2,705,505 in Technology for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Mandragora: Whispers of the Witch Tree | Play on PC, PS5 & Xbox Series X|S
from our crawl and measurement
"Slay your way in this epic action RPG, out now on PS5, Xbox Series X|S, and Windows PC via Steam and Epic Games Launcher." That is how Mandragora: Whispers of the Witch Tree introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 19 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
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
Strong
Recognized in AI knowledge graphs.
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 5.4/10, Mandragora: Whispers of the Witch Tree | Play on PC, PS5 & Xbox Series X|S has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mandragora: Whispers of the Witch Tree | Play on PC, PS5 & Xbox Series X|S
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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 October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mandragoragame
Cite this score: Engagemii (2026). "AEO Score for Mandragora: Whispers of the Witch Tree | Play on PC, PS5 & Xbox Series X|S." Retrieved from https://engagemii.com/aeo/brands/mandragoragame
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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