AI visibility score
2.05/ 10Near-invisible
As of 2026-11-09 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd

Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd

Unclaimed

changfengauto.com · Automotive

At 2.05/10, Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd 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 Authority. That is fixable, and the signals below show where to start.

AI engines read this profile 1 times

Claude

4

AI Naming Predictability

i

Rarely named · 4/100

Automotive average 5

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2.05

AEO Visibility

i

Near-invisible · 2.05/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.

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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Automotive average 16

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0

AI Adoption

i

None detected · 0/100

Automotive average 0

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About Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd

from our crawl and measurement

"Yangzhou Changfeng Auto Parts Co., Ltd. was founded in 2010, our company has formed a professional automotive rearview mirror, mold products (automotive plastic surround, doors, covers." That is how Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.05 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Company ·
Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd
Industry ·
Automotive
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 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

Good

Clear headings and answer-style content.

Entity Clarity

Fair

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

Good

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 2.05/10, Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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The exact fixes for Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd

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Picked for Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd: 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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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Auto Body Parts_Sheet Metal Body Parts_Auto Parts Manufacturer-Yangzhou Changfeng Auto Parts Co., Ltd." Retrieved from https://engagemii.com/aeo/brands/changfengauto

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

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