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AI Visibility Scorecard

Needle and Thread Ltd

Needle and Thread Ltd

Unclaimed

nntltd.com · Fashion & Apparel

Borderline visible. AI bots can crawl Needle and Thread 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 2 times

Claude · Apple Intelligence

#191,089 of 230,068 in Fashion & Apparel for AI visibility

3.1

/10

AEO Score

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About Needle and Thread Ltd

from our crawl and measurement

"Artistry of apparel sourcing meets the refinement of royalty." That is how Needle and Thread Ltd introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Fashion & Apparel
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3.1/10, Needle and Thread Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Needle and Thread Ltd

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Needle and Thread Ltd: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Needle and Thread Ltd." Retrieved from https://engagemii.com/aeo/brands/nntltd

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

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