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AI Visibility Scorecard
Welcome to Patchwork Designs Inc.
patchworkdesigns.net · E-commerce
Borderline visible. AI bots can crawl Welcome to Patchwork Designs Inc., 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#253,568 of 614,070 in E-commerce for AI visibility
4.7
/10
AEO Score
About Welcome to Patchwork Designs Inc.
from our crawl and measurement
Welcome to Patchwork Designs Inc. is a business whose own site puts it this way: "We create embroidered patches, patch programs, activity kits, and embroidered merchandise for scouting, schools, historical buildings, museums, organizations, and special events." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Welcome to Patchwork Designs Inc. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Welcome to Patchwork Designs Inc.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patchworkdesigns-net
Cite this score: Engagemii (2026). "AEO Score for Welcome to Patchwork Designs Inc.." Retrieved from https://engagemii.com/aeo/brands/patchworkdesigns-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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