AI Visibility Scorecard
Kengilab
kengilab.com · Food & Beverage
Borderline visible. AI bots can crawl Kengilab, 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 1 times
Claude
#377,978 of 1,391,727 in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Food & Beverage average 18
See what's behind this score →0
About Kengilab
from our crawl and measurement
Kengilab describes itself simply: "Professional commercial kitchen design services for restaurants, hotels, and food businesses. Optimized layouts, equipment planning, and BOH solutions." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Restaurant, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a restaurant business.
- Company ·
- Kengilab
- Website ·
- kengilab.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 2, 2026
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 read your site and name it in answers. At 4/10, Kengilab is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
HOW WE WORK ?
1. Share Project Details Tell us about your facility, operational goals, capacity requirements, and compliance needs. We’ll review your brief and define the project scope. 2. We Design Strategically Our team develops a detailed, workflow-optimized kitchen layout tailored to your sector. 3.
Planning a New Kitchen or Upgrading an Existing Facility ?
Submit your details, and our team will reach out to begin your professional kitchen design. Name* Email* Phone Number* Option 2Hotel Kitchen DesignRestaurant & Café Kitchen DesignHealthcare Facility Kitchen DesignEducational Institution Kitchen DesignCentral / Industrial Kitchen DesignBakery / Pastry Desing Existing Kitchen Redesign & Optimization Other Details Submit Designing Smarter Commercial Kitchens, Together.
Is this your brand?
The exact fixes for Kengilab
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kengilab
Cite this score: Engagemii (2026). "AEO Score for Kengilab." Retrieved from https://engagemii.com/aeo/brands/kengilab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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