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AI Visibility Scorecard

cheng-i

cheng-i

Unclaimed

chengi.com · Other

Borderline visible. AI bots can crawl cheng-i, 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

3.1

/10

AEO Score

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About cheng-i

from our crawl and measurement

cheng-i describes itself simply: "金屬線材機械 | 台灣 | 正一直線機械廠股份有限公司 正一直線機械廠是專業製造金屬線材除鏽、抽線、收線、送線、高速矯直切斷機,以及提供整廠設備輸出規劃服務。第二代總經理王士驊和副總經理王郁智遵循品質保證與服務第一的信念,藉由各自在機械與管理方面的專長,強化工廠生產控管與研發設備。 Cheng i Wire Machinery Co., Ltd." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 43 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Other
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

9

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

9

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

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 3.1/10, cheng-i is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for cheng-i

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Weekly ChatGPT & Claude citation tracking

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Picked for cheng-i: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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