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AI Visibility Scorecard
Pump Solutions | Pump Systems LLC | Toledo, OH Double right
pumpsystemsllc.com · Media & Entertainment
Somewhat visible. AI bots can read Pump Solutions | Pump Systems LLC | Toledo, OH Double right, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence
#166,540 of 1,898,624 in Media & Entertainment for AI visibility
6
/10
AEO Score
About Pump Solutions | Pump Systems LLC | Toledo, OH Double right
from our crawl and measurement
Pump Solutions, based in Toledo, OH, describes itself simply: "Pump Systems LLC stands as Ohio's premier provider of comprehensive water pump repair solutions, catering to a wide range of industries and applications, such as commercial pumping systems." 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.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 6/10, Pump Solutions | Pump Systems LLC | Toledo, OH Double right has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pump Solutions | Pump Systems LLC | Toledo, OH Double right
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pumpsystemsllc
Cite this score: Engagemii (2026). "AEO Score for Pump Solutions | Pump Systems LLC | Toledo, OH Double right." Retrieved from https://engagemii.com/aeo/brands/pumpsystemsllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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