AI visibility score
4.7/ 10Fair

#25,531 of 738,818 in E-commerce

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Esther's Fabrics

Esther's Fabrics

Unclaimed

esthersfabrics.com · E-commerce

Borderline visible. AI bots can crawl Esther's Fabrics, 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 7 times

Amazon Alexa · Claude · Meta AI · Perplexity

#25,531 of 738,818 in E-commerce for AI visibility

12

AI Naming Predictability

i

Named occasionally · 12/100

Top 4% of E-commerce

5

AEO Visibility

i

Borderline · 4.7/10

70

Muse Index Score

i

AI agent readiness

Transactable · 70/100

0

AI Adoption

i

None detected · 0/100

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About Esther's Fabrics

from our crawl and measurement

Esthersfabrics is a E Suite D Bainbridge Island, WA business whose own site puts it this way: "A sweet mix of piecing with appliqué makes this adorable quilt.This kit has everything you need to make a 60x60 quilt top pre orders available now, quilt kit ships in October!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

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

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

Industry · E-commerce
Last scored · Aug 1, 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

Good

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

Fair

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Esther's Fabrics is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Did you know?

We have been locally owned since 1959. While the shop has changed hands a few times through the 65+ years in business, each shop owner has kept the name "Esther's Fabrics" to honor the original owner, Esther Fox, and her energy.

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The exact fixes for Esther's Fabrics

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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 Esther's Fabrics: 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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Esther's Fabrics lists 1,000+ products, 887 in stock, priced 0.00 to 300.00.

Show 500 of 1,000+ products

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

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Esther's Fabrics." Retrieved from https://engagemii.com/aeo/brands/esthersfabrics

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

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