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AI Visibility Scorecard
Knotty Studios
knottystudios.com · Media & Entertainment
At 1.7/10, Knotty Studios 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 6 times
Apple Intelligence · Meta AI · Claude
#1,847,551 of 1,888,696 in Media & Entertainment for AI visibility
1.7
/10
AEO Score
About Knotty Studios
from our crawl and measurement
"She was a Hockey Mom decades ago when I enjoyed being involved with the Butte Amateur Hockey Association." That is how Knotty Studios introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.7 out of 10.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site 5 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 1.7/10, Knotty Studios is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Knotty Studios
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Knotty Studios.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knottystudios
Cite this score: Engagemii (2026). "AEO Score for Knotty Studios." Retrieved from https://engagemii.com/aeo/brands/knottystudios
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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