AI visibility score
4.0/ 10Fair

#227,392 of 1,378,072 in Home & Living

As of 2026-08-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Mud World

Mud World

Unclaimed

mudworld.org · Home & Living

Borderline visible. AI bots can crawl Mud World, 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 1 times

Claude

#227,392 of 1,378,072 in Home & Living for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 71% of Home & Living

4

AEO Visibility

i

Borderline · 4/10

-

Network Authority

i

Not connected yet

20

Muse Index Score

i

AI agent readiness

Basic · 20/100

0

AI Adoption

i

None detected · 0/100

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About Mud World

from our crawl and measurement

"Faulty wiring, overloaded circuits, outdated equipment, or simple human error can ignite dangerous situations in seconds." That is how Mud World introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Company ·
Mud World
Website ·
mudworld.org
Industry ·
Home & Living
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
AI reads ·
1
Last scored ·
Aug 9, 2026
Verified connections ·
None yet

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

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

Strong

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Mud World is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Mud World: How-To

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 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mudworld-org

Cite this score: Engagemii (2026). "AEO Score for Mud World." Retrieved from https://engagemii.com/aeo/brands/mudworld-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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