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AI Visibility Scorecard

Crum Cleaning

Crum Cleaning

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crumcleaning.com · Home & Living

Somewhat visible. AI bots can read Crum Cleaning, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

ChatGPT

#116,028 of 791,161 in Home & Living for AI visibility

5.5

/10

AEO Score

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About Crum Cleaning

from our crawl and measurement

Crum Cleaning is a business whose own site puts it this way: "Professional residential and commercial cleaning services in Kansas City and the Midwest. Insured, bonded, and backed by John Crum's personal guarantee." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, visible credibility markers and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Home & Living
Last scored · Jul 31, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

6

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 Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.5/10, Crum Cleaning has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Crum Cleaning: Home & Living

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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/crumcleaning

Cite this score: Engagemii (2026). "AEO Score for Crum Cleaning." Retrieved from https://engagemii.com/aeo/brands/crumcleaning

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

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