AI Visibility Scorecard
Linear Design [Private] Ltd
ldlimited.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Linear Design [Private] Ltd, 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 8 times
Claude · Meta AI · Apple Intelligence · ChatGPT
#181,416 of 268,829 in Manufacturing & Industrial for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 10% of Manufacturing & Industrial companies
4
AEO Visibility
iNear-invisible · 3.6/10
38
Muse Index Score
iAI agent readiness
Agent-ready · 38/100
0
AI Adoption
iNone detected · 0/100
About Linear Design [Private] Ltd
from our crawl and measurement
"Premium manufacturer and exporter of yarns, Ceylon tea, spices, and steel products with 30+ years of experience." That is how Linear Design [Private] Ltd of Kotte introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.6/10, Linear Design [Private] Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Linear Design [Private] Ltd
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ldlimited
Cite this score: Engagemii (2026). "AEO Score for Linear Design [Private] Ltd." Retrieved from https://engagemii.com/aeo/brands/ldlimited
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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