AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
5.4/ 10

▲ 1.4 since Jun 2026

#51,126 OF 266,598 IN MANUFACTURING & INDUSTRIAL

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Stelfast, Inc.

Stelfast, Inc.

Unclaimed

stelfast.com · Manufacturing & Industrial

Somewhat visible. AI bots can read Stelfast, Inc., but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Apple Intelligence · Claude

#51,126 of 266,598 in Manufacturing & Industrial for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Stelfast, Inc.

from our crawl and measurement

Stelfast, Inc. describes itself simply: "Stelfast® offers over 12,000 SKU direct from stock, including many lines of bolts, cap screws, nuts, screws, and washers in variety of finishes." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure and visible credibility markers. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt 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.

AI crawlers have visited 2 times in our tracking, including Applebot (Siri). The business dates to 1972.

Industry · Manufacturing & Industrial
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Strong

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

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 5.4/10, Stelfast, Inc. has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Why Work with Stelfast®?

Everyone on the Stelfast® team is committed to the customer’s satisfaction, regardless of whether they deal directly with customers or suppliers. Our fastener distributors can rely on everyone, from the sales representative to the purchasing director to the president of the company, to respond to their needs. That’s hard to measure and it is certainly rare.

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Picked for Stelfast, Inc.: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Stelfast, Inc.." Retrieved from https://engagemii.com/aeo/brands/stelfast

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

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