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AI Visibility Scorecard

CM Drug Free

CM Drug Free

Unclaimed

· Legal

Borderline visible. AI bots can crawl CM Drug Free, 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 1 times

Meta AI

#299,645 of 355,695 in Legal for AI visibility

3.3

/10

AEO Score

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About CM Drug Free

from our crawl and measurement

"Our drug and alcohol testing services are confidential, reliable and conveniently located near LAX." That is how cmdrugfree.com of Los Angeles, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

Industry · Legal
Last scored · Aug 3, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 3.3/10, CM Drug Free is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for CM Drug Free

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for CM Drug Free: 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 3, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for CM Drug Free." Retrieved from https://engagemii.com/aeo/brands/cmdrugfree

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

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