AI visibility score
4.2/ 10Fair

#74,382 of 738,818 in E-commerce

As of 2026-10-20 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Ledgebay

Ledgebay

Unclaimed

ledgebay.com · E-commerce

Borderline visible. AI bots can crawl Ledgebay, 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.

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AI engines read this profile 2 times

Claude

#74,382 of 738,818 in E-commerce for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 18% of E-commerce

4

AEO Visibility

i

Borderline · 4.2/10

65

Muse Index Score

i

AI agent readiness

Transactable · 65/100

4

AI Adoption

i

Basic · 4/100

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About Ledgebay

from our crawl and measurement

"Ledgebay carries a wide range of paint-by-number kits for adults, all perfect for your next creative project. Everything you need to get started is in the box." That is how Ledgebay introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

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

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · E-commerce
Last scored · Oct 20, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Weak

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

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 4.2/10, Ledgebay is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

how to paint by Numbers?

Step 1: Ready, Set, Match! Kick off your artistic journey by matching numbers paints to their corresponding areas on the canvas. It's easy and fun, setting the stage for your masterpiece! Step 2: Paint the Magic Let the colors flow! Fill in each section with its matched paint. Whether you're a first-time or a seasoned painter, enjoy the transformation of each number into a burst of color.

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The exact fixes for Ledgebay

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Which AI engines already crawl you

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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 Ledgebay: 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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Ledgebay lists 85 products, 76 in stock, priced 7.99 to 29.49.

Show all 85 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 20, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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