AI visibility score
5.5/ 10Fair

#4,782 of 739,390 in E-commerce

As of 2026-10-24 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Mudpuppy

Mudpuppy

Unclaimed

mudpuppy.com · E-commerce

Somewhat visible. AI bots can read Mudpuppy, but it is missing signals that would get it named ahead of competitors.

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AI engines read this profile 30 times

Claude · Meta AI · Perplexity · ShapBot

#4,782 of 739,390 in E-commerce for AI visibility

87

AI Naming Predictability

i

AI names companies like this often · 87/100

E-commerce average 18

Top 1% of E-commerce

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6

AEO Visibility

i

Borderline · 5.5/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

E-commerce average 27

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0

AI Adoption

i

None detected · 0/100

E-commerce average 0

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About Mudpuppy

from our crawl and measurement

"Mudpuppy's jigsaw puzzles offer numerous benefits for kids, including improving cognitive and problem-solving skills, enhancing memory, promoting patience, concentration, and attention to." That is how Mudpuppy of New York, NY introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 17 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).

Company ·
Mudpuppy
Website ·
mudpuppy.com
Industry ·
E-commerce
Location ·
New York, NY
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Oct 24, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

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 read your site and name it in answers. At 5.5/10, Mudpuppy has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Mudpuppy

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Mudpuppy: How-To

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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Mudpuppy lists 547 products, 513 in stock, priced 3.49 to 39.99.

Show 500 of 547 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/mudpuppy

Cite this score: Engagemii (2026). "AEO Score for Mudpuppy." Retrieved from https://engagemii.com/aeo/brands/mudpuppy

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

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