▲ 1.4 since Jun 2026
#51,126 OF 266,598 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
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
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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.
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.
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.
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.
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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The exact fixes for Stelfast, Inc.
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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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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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