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AI Visibility Scorecard

Forerunner AI

Forerunner AI

Unclaimed

aiglaia.com · Other

At 1.9/10, Forerunner AI is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

2

AEO Visibility

i

Near-invisible · 1.9/10

55

Muse Index Score

i

AI agent readiness

Agent-ready · 55/100

5

AI Adoption

i

Basic · 5/100

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About Forerunner AI

from our crawl and measurement

Forerunner AI describes itself simply: "Forerunner AI (先行者AI) 致力于构建 AI 时代青少年的认知基础设施。通过可视化实验室、透明化人机协作框架,培养孩子从底层原理理解、判断并驾驭 AI 的能力。团队由头部科技企业架构师与深度教育专家组成。." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.9 out of 10.

Our crawl found structured data on the page (Organization, WebSite, FAQPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

Industry · Other
Last scored · Sep 19, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 1.9/10, Forerunner AI is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Forerunner AI

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Picked for Forerunner AI: 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 September 19, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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