AI Visibility Scorecard
kgintelligence.com · Technology
Borderline visible. AI bots can crawl KG Intelligence, 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 4 times
Claude · Meta AI
#1,460,478 of 2,705,907 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
KG Intelligence describes itself simply: "KG Intelligence builds practical machine-learning products for operations teams. Our first product is MLmargin." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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
Good
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 4.6/10, KG Intelligence is crawlable but under-signaled - fixable, and the signals above are where to start.
Have a problem worth applying ML to?
Tell us about it. We're a small team — emails reach a person, not a queue. Contact us or email [email protected] KG Intelligence Practical AI for operations teams. Company Use cases Partnership Contact Product MLmargin Elsewhere LinkedIn © 2026 KG Intelligence. All rights reserved. Privacy Cookie preferences We use cookies to understand how visitors use the site.
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kgintelligence
Cite this score: Engagemii (2026). "AEO Score for KG Intelligence." Retrieved from https://engagemii.com/aeo/brands/kgintelligence
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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