AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
5.1/ 10

0.1 since Jun 2026

#75,678 OF 261,270 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

TuffSkid - Chem-Feed Done Right

TuffSkid - Chem-Feed Done Right

Unclaimed

tuffskid.com · Manufacturing & Industrial

Somewhat visible. AI bots can read TuffSkid - Chem-Feed Done Right, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Meta AI · Claude

#75,678 of 261,270 in Manufacturing & Industrial for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About TuffSkid - Chem-Feed Done Right

from our crawl and measurement

TuffSkid describes itself simply: "Chem-Feed Done Right At Tuffskid we specialize in designing and manufacturing high-performance chemical metering skids tailored to meet the precise dosing requirements of various." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.

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 some structured data and a workable page structure. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

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 ClaudeBot (Anthropic) and Meta AI. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1980.

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

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

7

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

10

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

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.1/10, TuffSkid - Chem-Feed Done Right has a working base to build on - fixable, and the signals above are where to start.

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Picked for TuffSkid - Chem-Feed Done Right: 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/tuffskid

Cite this score: Engagemii (2026). "AEO Score for TuffSkid - Chem-Feed Done Right." Retrieved from https://engagemii.com/aeo/brands/tuffskid

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

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