▲ 1.1 since Jun 2026
#75,714 OF 263,619 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
Fluid Efficiency
fluidefficiency.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Fluid Efficiency, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#75,714 of 263,619 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Fluid Efficiency
from our crawl and measurement
fluidefficiency.com describes itself simply: "Fluid Efficiency’s removable DRA is designed to unlock capacity in natural gas liquids pipelines by reducing drag and then being removed before downstream processing." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
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, Fluid Efficiency has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Fluid Efficiency
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fluidefficiency
Cite this score: Engagemii (2026). "AEO Score for Fluid Efficiency." Retrieved from https://engagemii.com/aeo/brands/fluidefficiency
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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