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AI Visibility Scorecard

Lakeside Pools

Lakeside Pools

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lakeside-pools.com · Technology

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

AI engines read this profile 3 times

Claude · Apple Intelligence · Meta AI

#791,100 of 2,641,221 in Technology for AI visibility

5.1

/10

AEO Score

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About Lakeside Pools

from our crawl and measurement

Lakeside Pools describes itself simply: "Lakeside Pools offers 20 years of expert maintenance and repair services for pools and hot tubs in Upstate, SC." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Technology
Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

8

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

10

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

AI Discoverability

7

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

1

Established authority for your domain.

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 5.1/10, Lakeside Pools has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Lakeside Pools

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Weekly ChatGPT & Claude citation tracking

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Picked for Lakeside Pools: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lakeside-pools

Cite this score: Engagemii (2026). "AEO Score for Lakeside Pools." Retrieved from https://engagemii.com/aeo/brands/lakeside-pools

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

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