AI Visibility Scorecard
· Technology
Borderline visible. AI bots can crawl activesump.com, 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 1 times
Claude
#1,748,634 of 2,707,521 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Real-time monitoring and management of BRIX readings in your CNC coolant sumps. Enhance operational efficiency and extend coolant life." That is how activesump.com introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4.2/10, activesump.com is crawlable but under-signaled - fixable, and the signals above are where to start.
How Does It Work?
step 1 Sump Management Set up your account with a main point of contact as an administrator. Add and configure your sumps with BRIX Correction Factors and Target Concentrations. step 2 Add People From Your Team Assign team members to log BRIX readings under their own unique profiles. step 3 Sump Level History Admin will see the readings from all team member accounts monitoring your sumps.
What is the refractomer goal?
The goal here is to manage the BRIX readings for your CNC coolant sumps. This ensures optimal concentration levels of your coolant. You will also gain a better understanding of your coolant usage, changes and overall productivity.
Can I use my own equipment to manage my sumps?
Yes, this app is a tool for you to better manage your BRIX readings and view your historical data for analysis. We do offer automation systems as well to fully automate your facility if that is your end goal. Contact Zebra Skimmers at [email protected] for more information on full sump automation.
Does this replace the need to automate my sumps?
Yes and no. This is a tool for you to keep records of your sump BRIX readings. Your team enters BRIX readings by hand so you can monitor your data. For full automation, a digital refractometer needs to be added to your sumps to automatically enter readings.
Is this your brand?
The exact fixes for activesump.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/activesump
Cite this score: Engagemii (2026). "AEO Score for activesump.com." Retrieved from https://engagemii.com/aeo/brands/activesump
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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