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AI Visibility Scorecard

Surplus Junction

Name: Surplus Junction - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T17:54:27.607Z
License: https://creativecommons.org/licenses/by/4.0/

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surplusjunction.com · E-commerce

At 1.2/10, Surplus Junction is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

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Monitoring for AI engine activity

In the Engagemii AEO index

#517,621 of 520,825 in E-commerce for AI visibility

1.2

/10

AEO Score

About Surplus Junction

from our crawl and measurement

Surplus Junction describes itself simply: "123456789 My Account Register Login Wish List (0) Shopping Cart Checkout 0 item(s) - $0.00 Your shopping cart is empty!." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.2 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · E-commerce

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

No Reddit mentions 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 1.2/10, Surplus Junction is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Surplus Junction

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/surplusjunction

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

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