AI visibility score
2.6/ 10Weak

#51,254 of 268,596 in Manufacturing & Industrial

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Panmer Ltd

Panmer Ltd

Unclaimed

panmer.com · Manufacturing & Industrial

At 2.6/10, Panmer Ltd is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 6 times

Meta AI · Claude · ShapBot

#51,254 of 268,596 in Manufacturing & Industrial for AI visibility

0

AI Naming Predictability

i

Rarely named · 0/100

More likely to be named than 69% of Manufacturing & Industrial companies

3

AEO Visibility

i

Near-invisible · 2.6/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About Panmer Ltd

from our crawl and measurement

Panmer Ltd describes itself simply: "Panmer has been manufacturing for over 25 years. Specialising in high-quality VINYL, CD & DVD Storage media. Securely keep your Vinyl CDs and DVDs protected. Checkout our range today." As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.

On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business.

Off the page, 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. None of that can be fixed on the page: it has to be earned.

Industry · Manufacturing & Industrial
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Fair

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

Strong

Inbound links from other sites.

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 2.6/10, Panmer Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Panmer Ltd: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Panmer Ltd lists 171 products, 169 in stock, priced 0.00 to 38.00.

Show all 171 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Panmer Ltd." Retrieved from https://engagemii.com/aeo/brands/panmer

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

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