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AI Visibility Scorecard
The Koji Collection
thekojicollection.substack.com · Home & Living
Somewhat visible. AI bots can read The Koji Collection, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,391 of 799,411 in Home & Living for AI visibility
6.7
/10
AEO Score
About The Koji Collection
from thekojicollection.substack.com
The Koji Collection is your gateway to all things koji, offering deep dives, experiments, and comprehensive practical guides to bring the magic of koji into your kitchen. Click to read The Koji Collection, a Substack publication with thousands of subscribers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
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
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
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 6.7/10, The Koji Collection has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Koji Collection
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
Buying furniture online requires a leap of faith that most people aren't prepared to make.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Koji Collection.
Source & Attribution
Scored by Engagemii on July 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thekojicollection-substack
Cite this score: Engagemii (2026). "AEO Score for The Koji Collection." Retrieved from https://engagemii.com/aeo/brands/thekojicollection-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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