AI Visibility Scorecard
The Pump & Motor Works, Inc.
pmwus.com · Manufacturing & Industrial
Somewhat visible. AI bots can read The Pump & Motor Works, Inc., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#25,560 of 267,889 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
38
Muse Index Score
iAI agent readiness
Agent-ready · 38/100
0
AI Adoption
iNone detected · 0/100
About The Pump & Motor Works, Inc.
from our crawl and measurement
The Pump & Motor Works, Inc., based in Okmulgee, OK, describes itself simply: "The Pump & Motor Works: 2M+ HP inventory of large electric motors and industrial pumps. Expert repair, rewind, custom manufacturing, and IEEE testing. ISO 9001 certified." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.8/10, The Pump & Motor Works, Inc. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Pump & Motor Works, Inc.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/pmwus
Cite this score: Engagemii (2026). "AEO Score for The Pump & Motor Works, Inc.." Retrieved from https://engagemii.com/aeo/brands/pmwus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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