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AI Visibility Scorecard

First Design

First Design

Unclaimed
⚠ Identity mismatch

lnkintl.com · pharmaceuticals

Borderline visible. AI bots can crawl First Design, 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

#142,814 of 331,793 in Legal for AI visibility

4.9

/10

AEO Score

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About First Design

from our crawl and measurement

First Design is a business whose own site puts it this way: "Deliver trusted solutions with LNK International, Inc., one of the leaders in quality, affordable over-the-counter pharmaceuticals worldwide." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1980.

Industry · pharmaceuticals
Last scored · Aug 1, 2026
Employees · 1001-5000
Founded · 1980

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.9/10, First Design is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for First Design

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for First Design: How-To

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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lnkintl

Cite this score: Engagemii (2026). "AEO Score for First Design." Retrieved from https://engagemii.com/aeo/brands/lnkintl

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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