AI visibility score
4.9/ 10Fair
As of 2026-10-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

KKTIX

KKTIX

Unclaimed

devops.kktix.cc

Borderline visible. AI bots can crawl KKTIX, 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.

AI engines read this profile 1 times

Claude

74

AI Naming Predictability

i

Named occasionally · 74/100

Average 15

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4.9

AEO Visibility

i

Borderline · 4.9/10

Average 4.1

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

Average 16

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4

AI Adoption

i

Basic · 4/100

Average 0

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About KKTIX

from our crawl and measurement

KKTIX is a business whose own site puts it this way: "DevOps Taiwan 是一個開放的社群 專注於分享討論 DevOps 相關資訊、技術與專案。 歡迎加入 Facebook 社團與我們一同互動! https://www.facebook.com/groups/DevOpsTaiwan/." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
KKTIX
Website ·
devops.kktix.cc
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 2, 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

Fair

Clear headings and answer-style content.

Entity Clarity

Weak

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

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

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

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 read your site and name it in answers. At 4.9/10, KKTIX is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

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The exact fixes for KKTIX

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Which AI engines already crawl you

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Picked for KKTIX: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/devops-kktix-cc

Cite this score: Engagemii (2026). "AEO Score for KKTIX." Retrieved from https://engagemii.com/aeo/brands/devops-kktix-cc

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

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