AI Visibility Scorecard
needleturn.com · E-commerce
At 2.7/10, Needle Turn 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 1 times
Claude
#674,711 of 737,154 in E-commerce for AI visibility
3
AEO Visibility
iNear-invisible · 2.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Needle Turn Needle Turn Studio works in E-commerce. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 2.7/10, Needle Turn is crawlable but under-signaled - fixable, and the signals above are where to start.
How to Start Making?
Find the perfect way to start stitching your storiesPatternsKitsTutorialsFrancesca has been creating with textiles for the last 25 years. She has created craft kits in printing, natural dying and embroidery, teaching her skills to hundreds of students both online and in person workshops.Find out more
Is this your brand?
The exact fixes for Needle Turn
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/needleturn
Cite this score: Engagemii (2026). "AEO Score for Needle Turn." Retrieved from https://engagemii.com/aeo/brands/needleturn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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