AI Visibility Scorecard
RelPumps.com
relpumps.com · Manufacturing & Industrial
At 1.97/10, RelPumps.com is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Claude · Meta AI · Perplexity · Parallel
3
AI Naming Predictability
iRarely named · 3/100
Manufacturing & Industrial average 14
See what's behind this score →1.97
AEO Visibility
iNear-invisible · 1.97/10
Manufacturing & Industrial average 2.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Manufacturing & Industrial average 18
See what's behind this score →0
About RelPumps.com
from our crawl and measurement
RelPumps.com is a business whose own site puts it this way: "Our business started in 2021 and has over 20 years of experience in reliability experience in heavy industry, tool and die, machining, failure modes and root cause analysis." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.97 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.
- Company ·
- RelPumps.com
- Website ·
- relpumps.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Burnsville, MN
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.97/10, RelPumps.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why use us vs. the competition?
We want to earn your business and make money based on building a long-term preferred partnership, focusing on win-win out comes. We do not sell parts or equipment and only want to provide the best service for the customer.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/relpumps
Cite this score: Engagemii (2026). "AEO Score for RelPumps.com." Retrieved from https://engagemii.com/aeo/brands/relpumps
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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