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AI Visibility Scorecard

Kelly Pump & Supply

Kelly Pump & Supply

Unclaimed

kellypump.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Kelly Pump & Supply, 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 4 times

Meta AI · Claude

#218,569 of 241,932 in Manufacturing & Industrial for AI visibility

3.1

/10

AEO Score

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About Kelly Pump & Supply

from our crawl and measurement

kellypump.com is a Lake Charles, LA business whose own site puts it this way: "Through endless hours of work Kelly Pump has survived two oilfield crashes and managed to expand its business to include industrial, municipal and commercial accounts." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

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

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Manufacturing & Industrial
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

8

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

AI Discoverability

2

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 3.1/10, Kelly Pump & Supply is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Kelly Pump & Supply: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Kelly Pump & Supply." Retrieved from https://engagemii.com/aeo/brands/kellypump

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

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