AI Visibility Scorecard
The Edge Index
edgeknifeindex.com · Education
Borderline visible. AI bots can crawl The Edge Index, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#424,374 of 936,995 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About The Edge Index
from our crawl and measurement
The Edge Index describes itself simply: "An independent research encyclopedia of kitchen-knife craft, history, materials, makers, and workshops." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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.
Off-page authority
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.
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 4.8/10, The Edge Index is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Found a gap or a mistake?
Tell us what you searched for, identify the profile or entry, and include a reliable supporting source when suggesting a factual correction. General comments about navigation and usefulness are equally welcome.Send feedback or a correctionTHE EDGE INDEXKnife craft, history, and design · [email protected] The Edge IndexSupportPrivacyDelete a Katana account
Is this your brand?
The exact fixes for The Edge Index
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Edge Index.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgeknifeindex
Cite this score: Engagemii (2026). "AEO Score for The Edge Index." Retrieved from https://engagemii.com/aeo/brands/edgeknifeindex
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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