AI Visibility Scorecard
Cross Stitch Designs
cross-stitch-pattern.net · Technology
At 3.17/10, Cross Stitch Designs is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 11 times
Meta AI · ChatGPT · Parallel · Perplexity
Top 25% in Technology for AI visibility
47
AI Naming Predictability
iRarely named · 47/100
Technology average 28
Top 16% of Technology
See what's behind this score →3.17
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Technology average 17
See what's behind this score →8
About Cross Stitch Designs
from our crawl and measurement
Cross Stitch Designs describes itself simply: "Explore thousands of free cross-stitch PDF patterns with instant downloads." When AI engines look at it, they find little to work with. It scores 3.17 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
- Company ·
- Cross Stitch Designs
- Website ·
- cross-stitch-pattern.net
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
-
Not yet measured.
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 read your site and name it in answers. At 3.17/10, Cross Stitch Designs is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to use the filters?
Pick width and height ranges to match your fabric and hoop, and narrow colors to keep floss costs in check. Searching for subjects works too: try "cats, winter" to see themed results in one pass.When you find a design you like, open it to see stitch count, palette size, and the PDF download link.
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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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cross-stitch-pattern-net
Cite this score: Engagemii (2026). "AEO Score for Cross Stitch Designs." Retrieved from https://engagemii.com/aeo/brands/cross-stitch-pattern-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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