AI visibility score
4.0/ 10Fair

#36,201 of 268,700 in Manufacturing & Industrial

As of 2026-08-07 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Non Ferrous Metals

Non Ferrous Metals

Unclaimed

nfmetals.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Non Ferrous Metals, 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 6 times

Meta AI · Claude · Apple Intelligence

#36,201 of 268,700 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

4

AEO Visibility

i

Borderline · 4/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Non Ferrous Metals

from our crawl and measurement

"Established in 1951, Non-Ferrous Metals, Inc. is a 3rd gen, family owned foundry in Seattle specializing in Lead Casting, Lead Alloying and Lead Recycling." That is how Non Ferrous Metals introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure, a few credibility markers and partial sitemap and link coverage. What holds it back is 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Manufacturing & Industrial
Last scored · Aug 7, 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

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

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

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 4/10, Non Ferrous Metals is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Non Ferrous Metals: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Non Ferrous Metals." Retrieved from https://engagemii.com/aeo/brands/nfmetals

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

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