AI visibility score
3.6/ 10Weak
As of 2026-08-12 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

PASS ROADMAP

PASS ROADMAP

Unclaimed

passroadmap.com · Other

Borderline visible. AI bots can crawl PASS ROADMAP, 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

4

AEO Visibility

i

Near-invisible · 3.6/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

0

AI Adoption

i

None detected · 0/100

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About PASS ROADMAP

from our crawl and measurement

PASS ROADMAP describes itself simply: "자격증 합격 전략부터 자기개발, 직장인의 이직, 승진 꿀팁까지! 성장하고 싶은 이들을 위한 커리어 글들을 제공합니다." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

Under the hood there is structured data on the page (Person, WebSite, CollectionPage) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.

Industry · Other
Last scored · Aug 12, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

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

Weak

No social discussion 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, PASS ROADMAP is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

시험 vs 실무 비즈니스 영어 로드맵: 영어 점수는 있는데 말이 안 나온다?

비즈니스 영어 로드맵 알려드립니다 ‘토익 900점인데 외국인 바이어 전화가 오면 머리가 하얗게 변해요.’, ‘승진하려면 오픽이 필요한데 야근 때문에 학원 갈 ... Read more KEEP READING 직장 생활 1월 10, 2026

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Picked for PASS ROADMAP: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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