AI Visibility Scorecard
Lankem Surfactants
lankemsamples.com · Food & Beverage
Somewhat visible. AI bots can read Lankem Surfactants, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#249,319 of 1,393,748 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Lankem Surfactants
from our crawl and measurement
Lankem Surfactants, based in Dukinfield, describes itself simply: "Lankem is the home of the new biobased surfactants known as the BioLoops. These products are a credible alternative to synthetic nonionics. An extensive range of surfactants available." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness), 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
Strong
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
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 5.2/10, Lankem Surfactants has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lankem Surfactants
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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.
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Source & Attribution
Scored by Engagemii on August 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lankemsamples
Cite this score: Engagemii (2026). "AEO Score for Lankem Surfactants." Retrieved from https://engagemii.com/aeo/brands/lankemsamples
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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