AI visibility score
4.3/ 10Fair

▲ 0.3 since Jul 2026

#168,882 of 268,088 in Manufacturing & Industrial

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Race Industrial

Race Industrial

Unclaimed

raceind.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Race Industrial, 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 7 times

Claude · Meta AI · Apple Intelligence

#168,882 of 268,088 in Manufacturing & Industrial for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

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 Race Industrial

from our crawl and measurement

"Fibre Drums Fibre Drums are available in a variety of diameters, heights and wall grades to meet individual Customer needs and specifications." That is how Race Industrial introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity, a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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 Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Manufacturing & Industrial
Last scored · Aug 1, 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

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

Weak

No inbound links found yet.

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 4.3/10, Race Industrial is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Why choose Us ?

Theres a full product range for you to count on Customer Satisfaction We don’t believe in problems, only solutions. We discuss your needs and, with our in-house technical team of packaging experts, work out how best to find an economical solution to fit your specific product and budget.

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Picked for Race Industrial: 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Race Industrial." Retrieved from https://engagemii.com/aeo/brands/raceind

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

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