AI Visibility Scorecard
Mr. Walkthroughs
mrwalkthroughs.com · Media & Entertainment
Borderline visible. AI bots can crawl Mr. Walkthroughs, 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 7 times
Meta AI · Claude · ShapBot
#1,516,607 of 1,966,320 in Media & Entertainment for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Media & Entertainment average 17
Top 50% of Media & Entertainment
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.6/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Media & Entertainment average 15
See what's behind this score →0
About Mr. Walkthroughs
from our crawl and measurement
Mr. Walkthroughs is a business whose own site puts it this way: "Mr. Walkthroughs publishes full video game guides for indie games, obscure titles, and custom ROM hacks. Select one of the video games listed here to start." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Mr. Walkthroughs
- Website ·
- mrwalkthroughs.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.6/10, Mr. Walkthroughs is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Mr. Walkthroughs?
Mr. Walkthroughs is a digital game guide library publishing complete video game wikis on a variety of titles. We prioritize clarity and efficiency with lots of data tables and visuals for each page. All of our game wikis have full walkthroughs alongside unique wiki pages for each game's items, bosses, locations, and other details.
Is this your brand?
The exact fixes for Mr. Walkthroughs
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mrwalkthroughs
Cite this score: Engagemii (2026). "AEO Score for Mr. Walkthroughs." Retrieved from https://engagemii.com/aeo/brands/mrwalkthroughs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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