AI Visibility Scorecard
freemotionproject.com · Media & Entertainment
Somewhat visible. AI bots can read Free Motion Quilting Project, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#148,844 of 1,966,627 in Media & Entertainment for AI visibility
77
AI Naming Predictability
iLikely to be named · 77/100
6
AEO Visibility
iBorderline · 5.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Free Motion Quilting Project is a business whose own site puts it this way: "Easy free motion quilting designs, quilting patterns, and quilt along videos created by Leah Day. Follow along and learn how to quilt on your home sewing machine or longarm!." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on some structured data and a partly stated business identity. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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.
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.
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 5.9/10, Free Motion Quilting Project has a working base to build on - fixable, and the signals above are where to start.
How to Applique a Quilt – Beginner Tutorial?
See how to applique a quilt using fusible applique. Find a pattern for a basic baby quilt and 2 quilting videos on cutting and fusing applique shapes.
How to Free Motion Quilt Billiards – Design #524?
It’s the first day of March and I have a new design for you to free motion quilt: Billiards! This...
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/freemotionproject
Cite this score: Engagemii (2026). "AEO Score for Free Motion Quilting Project." Retrieved from https://engagemii.com/aeo/brands/freemotionproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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