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AI visibility score
1.97/ 10Near-invisible

▲ 0.07 since Nov 2026

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

CNJ Surplus

CNJ Surplus

Unclaimed

cnjsurplus.com · E-commerce

At 1.97/10, CNJ Surplus 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 · Parallel

24

AI Naming Predictability

i

Rarely named · 24/100

E-commerce average 18

Top 41% of E-commerce

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1.97

AEO Visibility

i

Near-invisible · 1.97/10

E-commerce average 2.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

E-commerce average 27

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0

AI Adoption

i

None detected · 0/100

E-commerce average 0

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About CNJ Surplus

from our crawl and measurement

"Skip to content [email protected] +1 763-231-6192 99 77th Way NE, Fridley, MN 55432 Surplus electrical equipment and other commercial products at a discount rate." That is how CNJ Surplus introduces itself. When AI engines look at it, they find little to work with. It scores 1.97 out of 10.

Our crawl found structured data on the page (BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.

Company ·
CNJ Surplus
Website ·
cnjsurplus.com
Industry ·
E-commerce
Location ·
Fridley, 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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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, CNJ Surplus is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Picked for CNJ Surplus: AEO & AI Search

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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CNJ Surplus lists 1,000+ products, 1,000 in stock, priced 20.00 to 36,000.00.

Show 500 of 1,000+ products

The full list of every product we captured is in 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/cnjsurplus

Cite this score: Engagemii (2026). "AEO Score for CNJ Surplus." Retrieved from https://engagemii.com/aeo/brands/cnjsurplus

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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