AI visibility score
4.1/ 10Fair

▲ 0.1 since Jul 2026

#246,724 of 365,655 in Automotive

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

AI Visibility Scorecard

Don Crosby

Don Crosby

Unclaimed

costlyworkforce.com · Automotive

Borderline visible. AI bots can crawl Don Crosby, 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

Claude · Meta AI · ChatGPT

#246,724 of 365,655 in Automotive for AI visibility

4

AEO Visibility

i

Borderline · 4.1/10

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 Don Crosby

from our crawl and measurement

Don Crosby describes itself simply: "Is your workforce performing to its true potential?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.

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

Weak

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

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 4.1/10, Don Crosby is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What is your true Cost of your employee turnover?

Hiring and managing the people issues of any company have always been challenging, but nothing like the circumstances facing businesses today. Hiring people who do not fit your job position(s) and/or the behavior of your current staff is an enormous expense, a morale killer and emotionally exhausting for everyone involved. Learn Today... how employee turnover is financially affecting your company!

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Picked for Don Crosby: 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/costlyworkforce

Cite this score: Engagemii (2026). "AEO Score for Don Crosby." Retrieved from https://engagemii.com/aeo/brands/costlyworkforce

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

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