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AI Visibility Scorecard

cnfriction.com

cnfriction.com

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cnfriction.com · Automotive

Borderline visible. AI bots can crawl cnfriction.com, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#249,258 of 321,916 in Automotive for AI visibility

3.6

/10

AEO Score

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About cnfriction.com

from our crawl and measurement

"Jiangsu Joy Tech Co., Ltd is located on the beautiful coast of the Yellow Sea. The company covers an area of 20,000 square meters and currently has 50 employees, including more than 10." That is how Clutch Facing_Clutch Facing Manufacturer_Price Of Clutch Facing-Jiangsu Joy Tech Co., Ltd introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Automotive
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

2

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

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 3.6/10, cnfriction.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for cnfriction.com

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for cnfriction.com: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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