AI Visibility Scorecard
knitcollage.com · Technology
Borderline visible. AI bots can crawl Knit Collage, 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.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence · ShapBot
#440,039 of 2,705,855 in Technology for AI visibility
23
AI Naming Predictability
iNamed occasionally · 23/100
More likely to be named than 95% of Technology companies
5
AEO Visibility
iBorderline · 4.9/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Knit Collage is a business whose own site puts it this way: "Knit Collage creates vibrant handspun yarns that reflect our happy approach to the world. We hope to create beautiful yarns that inspire your creative spirit." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
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
Good
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
Fair
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.
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 4.9/10, Knit Collage is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Knit Collage lists 455 products, 446 in stock, priced 0.00 to 628.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knitcollage
Cite this score: Engagemii (2026). "AEO Score for Knit Collage." Retrieved from https://engagemii.com/aeo/brands/knitcollage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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