AI visibility score
3.0/ 10Weak

#20,395 of 246,046 in Fashion & Apparel

As of 2026-08-10 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Full Bobbin Designs

Full Bobbin Designs

Unclaimed

fullbobbindesigns.com · Fashion & Apparel

At 3/10, Full Bobbin Designs is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 6 times

Meta AI · Claude · Apple Intelligence

#20,395 of 246,046 in Fashion & Apparel for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 90% of Fashion & Apparel companies

3

AEO Visibility

i

Near-invisible · 3/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About Full Bobbin Designs

from our crawl and measurement

Full Bobbin Designs is a business whose own site puts it this way: "Full Bobbin Designs creates fun and unique FPP Patterns (foundation paper piecing patterns) which can be used as great additions to any quilting project." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

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

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

Industry · Fashion & Apparel
Last scored · Aug 10, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

Fair

Established authority for your domain.

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 3/10, Full Bobbin Designs is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Full Bobbin Designs: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Full Bobbin Designs lists 503 products, 503 in stock, priced 0.00 to 51.58.

Show 500 of 503 products

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

Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Full Bobbin Designs." Retrieved from https://engagemii.com/aeo/brands/fullbobbindesigns

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

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