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AI Visibility Scorecard

CPS Pools and Spas

CPS Pools and Spas

Unclaimed

cpspoolsandspas.com · construction

Somewhat visible. AI bots can read CPS Pools and Spas, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

ChatGPT · Claude

#36,207 of 791,875 in Home & Living for AI visibility

6

/10

AEO Score

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About CPS Pools and Spas

from our crawl and measurement

CPS Pools and Spas is a Madison, MS business whose own site puts it this way: "Family-owned custom pool builder serving Madison, MS and the greater Jackson metro since 1957. We design and build new gunite and vinyl-liner pools, handle renovations and liner." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.

Off the page, 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. None of that can be fixed on the page: it has to be earned.

Industry · construction
Last scored · Aug 1, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

8

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

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 6/10, CPS Pools and Spas 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 CPS Pools and Spas: Home & Living

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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/cpspoolsandspas

Cite this score: Engagemii (2026). "AEO Score for CPS Pools and Spas." Retrieved from https://engagemii.com/aeo/brands/cpspoolsandspas

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

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