AI Visibility Scorecard
mooseriverlab.com
mooseriverlab.com · E-commerce
At 2.51/10, mooseriverlab.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, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Meta AI · Claude
Top 50% in E-commerce for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →2.51
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
E-commerce average 27
See what's behind this score →0
About mooseriverlab.com
from our crawl and measurement
mooseriverlab.com describes itself simply: "Water testing services for all of Vermont and New Hampshire. Water kits are available for pickup from the laboratory or free shipping to your door." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.51 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
- Company ·
- mooseriverlab.com
- Website ·
- mooseriverlab.com
- Industry ·
- E-commerce
- Location ·
- Saint Johnsbury, VT
- 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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 2.51/10, mooseriverlab.com is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is Coliform Bacteria?
September 28, 2021 The most basic test to see if your drinking water is safe is to test for total coliform bacteria and E. coli. Coliform bacteria are a natural indicator bacterium, meaning...
Why Is My Water Pressure So Low?
September 28, 2021 Whether you’re getting ready to take a shower or washing dishes any time you experience low water pressure, it can incite stress and concern. This makes some everyday tasks more...
Why Does Your Tap Water Smell Funny?
September 28, 2021 The infamous rotten egg or sulfur smell comes from a gas called hydrogen sulfide. Hydrogen sulfide occurs naturally in water supplies because it’s produced when organic material like plants decay....
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for mooseriverlab.com.
mooseriverlab.com lists 13 products, 13 in stock, priced 45.00 to 625.00.
Show all 13 products
- PFAS Testing · 625.00
- First Draw Lead · 50.00 · Radiological
- Single Parameter · 45.00 · Single Parameter Test
- VOC's · 260.00 · Radiological
- Basic Test · 115.00 · Parameters
- Gross Alpha · 155.00 · Radiological
- Radon-In-Water · 45.00 · Radiological
- Complete · 380.00 · Parameters
- Comprehensive · 220.00 · Parameters
- Common Health Risk · 180.00 · Parameters
- Cosmetic / Conditioning · 185.00 · Parameters
- FHA/VA/RD/HUD · 100.00 · Parameters
- Microbiological Test · 45.00 · Parameters
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mooseriverlab
Cite this score: Engagemii (2026). "AEO Score for mooseriverlab.com." Retrieved from https://engagemii.com/aeo/brands/mooseriverlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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