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AI Visibility Scorecard
The Pump & Motor Works, Inc.
pmwus.com · oil & energy
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 1 times
Meta AI
#424,960 of 2,821,955 in Technology for AI visibility
5.7
/10
AEO Score
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 5.7 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a few credibility markers and basic crawler access.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1991.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
7
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.7/10, The Pump & Motor Works, Inc. has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Pump & Motor Works, Inc.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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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