#660,955 OF 1,958,780 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
thepatchworkquill.com · Media & Entertainment
Somewhat visible. AI bots can read The Patchwork Quill, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ChatGPT
#660,955 of 1,958,780 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"The Patchwork Quill celebrates arts and culture, craft, and creativity in Northern Ireland." That is how The Patchwork Quill introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, The Patchwork Quill has a working base to build on - fixable, and the signals above are where to start.
How to declutter for good?
It was the 18th November 2015 when I decided it was time that a self-employed woman in her thirties needed to stop living like a student who’s just survived freshers’ week. Ladies and gentlemen – my bedroom: Or, as my boyfriend aptly dubbed it, ‘The Floordrobe’. Enough was enough. My office and sewing room were in similar states and the physical chaos was beginning to feel suffocating.
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The exact fixes for The Patchwork Quill
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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 September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thepatchworkquill
Cite this score: Engagemii (2026). "AEO Score for The Patchwork Quill." Retrieved from https://engagemii.com/aeo/brands/thepatchworkquill
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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