AI visibility score
7.8/ 10Good

#3,825 of 738,489 in E-commerce

As of 2026-10-23 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

WUBEN

WUBEN

Unclaimed

wubenlight.com · E-commerce

Well-positioned for AI search. The breakdown below shows where WUBEN is still leaving points on the table.

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AI engines read this profile 18 times

Meta AI · Claude · ChatGPT · Apple Intelligence

#3,825 of 738,489 in E-commerce for AI visibility

84

AI Naming Predictability

i

AI names companies like this often · 84/100

More likely to be named than 99% of E-commerce companies

8

AEO Visibility

i

Visible · 7.8/10

50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

0

AI Adoption

i

None detected · 0/100

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About WUBEN

from our crawl and measurement

WUBEN is a shenzhen, guangdong business whose own site puts it this way: "Founded in 2016, Wuben is an easy carry light innovator specializing in portable lighting solutions that combine performance, durability, and modern design, including EDC flashlights." Measured against the twelve signals AI engines rely on, it scores 7.8 out of 10, a strong showing.

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

AI crawlers have visited 18 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).

Industry · E-commerce
Last scored · Oct 23, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

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

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Fair

Press and news coverage.

Community

Weak

No community discussion yet.

Social Mentions

Good

Social discussion and mentions.

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 7.8/10, WUBEN has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for WUBEN

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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→
Picked for WUBEN: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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WUBEN lists 104 products, 86 in stock, priced 0.00 to 9,999.00.

Show all 104 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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