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토큰 절감량

HTML 토큰 35.206
Markdown 토큰 1630
절감 95%

점수 상세

접근성 94/100
AI 발견 가능성 45/100
구조화 데이터 65/100
시맨틱 HTML 90/100
콘텐츠 효율성 74/100

신흥 프로토콜

6개 중 0개 감지

AI 에이전트가 찾는 well-known 엔드포인트. 감지되면 에이전트가 서비스를 자동으로 발견하고 연결할 수 있습니다.

  • OAuth Protected Resource RFC 9728
    /.well-known/oauth-protected-resource
  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
  • MCP Server Card SEP-1649 draft
    /.well-known/mcp/server-card.json
  • A2A Agent Card A2A v1.0
    /.well-known/agent-card.json
  • API Catalog RFC 9727
    /.well-known/api-catalog
  • Agent Skills index Discovery RFC v0.2.0 draft
    /.well-known/agent-skills/index.json

이 점수는 그대로 있지 않습니다. 모니터링은 아직 없습니다. 명단에 등록하면 출시할 때 알려드립니다.

명단에 등록되었습니다! 서비스 출시 시 알려드리겠습니다.

측정 결과 No JSON-LD / Schema.org found

Schema.org 구조화 데이터를 찾을 수 없습니다. JSON-LD는 AI 에이전트가 페이지에서 사실 기반의 구조화 정보를 추출하는 데 도움을 줍니다.

구현 방법

Schema.org 마크업이 포함된 <script type="application/ld+json"> 블록을 추가하세요. 적절한 유형을 사용하세요: 블로그 게시물에는 Article, 제품 페이지에는 Product, 회사 페이지에는 Organization.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 No Markdown for Agents support detected

사이트가 Markdown for Agents를 지원하지 않습니다. 이 Cloudflare 표준을 통해 AI 에이전트가 마크다운 형식으로 콘텐츠를 요청할 수 있으며, 토큰 사용량을 ~80% 줄일 수 있습니다.

구현 방법

다음 중 하나 이상을 구현하세요: (1) Accept: text/markdown에 마크다운 콘텐츠로 응답. (2) .md URL 제공 (예: /page.md). (3) <link rel="alternate" type="text/markdown"> 태그 추가. (4) 마크다운 발견을 위한 Link HTTP 헤더 추가.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 No sitemap found

사이트맵을 찾을 수 없습니다. 사이트맵은 AI 에이전트가 사이트의 모든 페이지를 발견하는 데 도움을 줍니다.

구현 방법

모든 공개 페이지를 나열하는 /sitemap.xml을 만드세요. 대부분의 CMS 플랫폼에서 자동 생성할 수 있습니다.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 No llms.txt found

사이트에 llms.txt 파일이 없습니다. AI 에이전트가 사이트 구조를 이해하도록 돕는 새로운 표준입니다.

구현 방법

llmstxt.org 사양에 따라 /llms.txt 파일을 만드세요. 사이트 설명과 주요 페이지 링크를 포함하세요.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 No Content-Signal found (robots.txt or HTTP headers)

Content-Signal 지시어가 발견되지 않았습니다. 이는 AI 에이전트에게 콘텐츠 사용 방법(검색 색인, AI 입력, 훈련 데이터)을 알려줍니다. 권장 위치는 robots.txt입니다.

구현 방법

robots.txt에 Content-Signal을 추가하세요: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. 마크다운 응답의 HTTP 헤더로도 추가할 수 있습니다.

코딩 에이전트에 붙여넣어 수정하게 하세요

측정 결과 Content ratio: 8.6% (9912 content chars / 115876 HTML bytes)

페이지의 실제 콘텐츠와 전체 HTML의 비율이 낮습니다. 페이지 무게의 상당 부분이 콘텐츠가 아닌 마크업, 스크립트, 스타일입니다.

구현 방법

CSS를 외부 스타일시트로 이동하고, 인라인 스타일을 제거하고, JavaScript를 최소화하고, HTML이 콘텐츠 구조에 집중하도록 하세요.

코딩 에이전트에 붙여넣어 수정하게 하세요
Markdown 토큰: 1630
## Welcome to Mozilla

From trustworthy tech to policies that defend your digital rights, we put you first — always.

[Learn about us](https://www.mozilla.org/en-US/about/)

## Donate to Mozilla Foundation

Mozilla Foundation is building a future where technology is powered by people, and open by design. That’s why we fuel community-centered tech through advocacy, education, funding, and innovation — to make sure that the future of tech is good for everyone. But that’s only possible if we do it together.

We’re proudly non-profit. Will you donate to Mozilla today?

![](https://www.mozilla.org/media/cms/images/donate.2e16d0ba.fill-400x200.jpg)

[Donate](https://www.mozillafoundation.org/en/?form=Mozilla-Website-Homepage&utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

## Join the movement: AI for the people

**Our mission is to make it easy for people to build with, and collaborate on, open-source, trustworthy AI.**

### [Mozilla Data Collective](https://datacollective.mozillafoundation.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

 ![](https://www.mozilla.org/media/cms/images/collective-mobile-1450.2e16d0ba.fill-400x400.jpg)

Product

Mozilla Data Collective is rebuilding the AI data ecosystem with communities at the center.

Join today

### [A Rebel Alliance?](https://www.cnbc.com/2026/01/27/mozilla-building-an-ai-rebel-alliance-to-take-on-openai-anthropic-.html)

 ![Image of Mark Surman](https://www.mozilla.org/media/cms/images/lamp-mobile-1450.2e16d0ba.fill-400x400.jpg)

Impact

How Mozilla is taking on AI Industry Heavyweights.

Read here.

### [Mozilla Ventures](https://mozilla.vc/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

 ![](https://www.mozilla.org/media/cms/images/ventures-mobile-1450_PAi6k2A.2e16d0ba.fill-400x400.jpg)

Program

Got an early-stage startup? Pitch your company to Mozilla Ventures and secure funding to drive positive change for the future of AI and the internet.

Read more

### [A Double Bottom Line for Tech](https://www.youtube.com/watch?v=BoFUABRULxg)

 ![](https://www.mozilla.org/media/cms/images/ecosystem-mobile-1450.2e16d0ba.fill-400x400.jpg)

Event

Mark Surman discusses how we can build a tech ecosystem with a double bottom line — one that values both mission and money.

Watch now

### [Otari](https://otari.ai/)

 ![Otari](https://www.mozilla.org/media/cms/images/download.2e16d0ba.fill-400x400.png)

Product

Otari eliminates the complexity of managing multiple AI providers by unifying routing, security, budgeting, failover, and auditing behind a single API endpoint.

Get started

### You, AI and the internet — what’s really going on?

-   Type

    Topic

    Intro

-   [

    Article

    Fast Company

    News

    Mozilla’s new AI strategy marks a return to its ‘rebel alliance’ roots

    ](https://www.fastcompany.com/91490055/mozillas-new-ai-strategy-marks-a-return-to-its-rebel-alliance-roots)
-   [

    Article

    Mozilla

    Open Source AI

    Mozilla and Mila announce strategic research partnership

    ](https://blog.mozilla.org/en/mozilla/mila-open-source-sovereign-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [

    Video

    Mozilla

    Products

    Why Firefox is Letting You Turn Off AI

    ](https://youtu.be/KS5dcvZXuUg?si=rh9tyBUEOoUA4ypf)
-   [

    Article

    Le Monde

    News

    AI summit in India pushes a 'third way' between US and China

    ](https://www.lemonde.fr/en/economy/article/2026/02/18/ai-summit-in-india-pushes-a-third-way-between-us-and-china_6750615_19.html)
-   [

    Video

    Impact Alpha

    Products

    (Human) agents of impact are shaping the algorithm for ‘good AI’

    ](https://mozilla.vc/human-agents-of-impact-are-shaping-the-algorithm-for-good-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [

    Article

    Rest of World

    News

    Fed up with Big Tech, communities turn to data collectives for control

    ](https://restofworld.org/2026/ai-data-collectives-mozilla/)
-   [

    Article

    Mozilla Foundation

    Open Source AI

    Our first Democracy x AI incubator cohort is announced

    ](https://www.mozillafoundation.org/en/what-we-do/grantmaking/incubator/democracy-ai-cohort/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [

    Article

    Marketplace

    Privacy & Security

    Who should get an AI kill switch?

    ](https://www.marketplace.org/episode/2026/06/17/who-should-get-an-ai-kill-switch)
-   [

    Article

    Mark Surman

    Artificial Intelligence

    Mozilla President: meet the open source ‘rebel alliance’ that could break Big Tech’s grip on AI

    ](https://fortune.com/2026/06/29/open-source-ai-mozilla-middle-powers-canada-eu-mark-surman/)
-   [

    Article

    The Register

    Products

    Mozilla throws Thunderbolt at enterprise AI providers

    ](https://www.theregister.com/software/2026/04/16/mozilla-takes-on-enterprise-ai-providers-with-thunderbolt/5228261)
-   [

    Article

    Raffi Krikorian

    Privacy & Security

    New York Times: It’s the End of the Internet As We Know It

    ](https://www.nytimes.com/2026/04/15/opinion/mythos-open-souce-internet.html)

## State of Mozilla

We’re at a crossroads for the future of technology, with Big AI companies consolidating power. The 2025 State of Mozilla report is an invitation to choose a different future together.

### 2025

[Read the report](https://stateof.mozilla.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

## Explore issues shaping the future of the internet

### [Open Source AI Is Winning](https://stateofopensource.ai/)

 ![State of Open Source AI](https://www.mozilla.org/media/cms/images/download_1.39e371cc.fill-400x200.png)

At a critical moment for the future of AI, our inaugural, annual survey looks at where open AI is winning, and where it is exposed.

Read the report

### [Nothing Personal](https://www.mozillafoundation.org/en/nothing-personal/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

 ![](https://www.mozilla.org/media/cms/images/np-1450.2e16d0ba.fill-400x200.jpg)

Our new magazine for independent thinkers, technologists, and creatives on the front lines of digital culture.

Read Now
Mozilla - Internet for people, not profit (US)

## Help us improve your Mozilla experience

In addition to Cookies necessary for this site to function, we’d like your permission to set some additional Cookies to better understand your browsing needs and improve your experience. Rest assured — we value your privacy.

Accept All Additional Cookies Reject All Additional Cookies [Cookie settings](https://www.mozilla.org/en-US/privacy/websites/cookie-settings/)

Pause animation Play animation

# Welcome to Mozilla

From trustworthy tech to policies that defend your digital rights, we put you first — always.

[Learn about us](https://www.mozilla.org/en-US/about/)

---

## Love the internet again

Break free from big tech — our products put you in control of a safer, more private internet experience.

-   [**Firefox**:**** Get the gold standard for browsing with speed, privacy and control.](https://www.firefox.com/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [**Thunderbird**:**** Go chaos-free with one app for all your emails, calendars and contacts.](https://www.thunderbird.net/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [**Mozilla VPN**:**** Keep your location and online adventures private — stream like a local, anywhere.](https://www.mozilla.org/en-US/products/vpn/)
-   [**Mozilla Monitor**:**** Get a heads-up if your personal info is at risk and lock it down like a pro.](https://www.mozilla.org/en-US/products/monitor/)
-   [**Firefox Relay**:**** Mask your email and phone number so you only get the messages you want.](https://relay.firefox.com/??utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [**Solo**:**** Instantly create a beautiful website so you can grow your business.](https://soloist.ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [**0DIN**:**** Secure your AI by finding and fixing GenAI vulnerabilities before attackers do.](https://0din.ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [**Tabstack**:**** Reliably automate web tasks with a simple developer-focused API.](https://tabstack.ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

[Explore our products](https://www.mozilla.org/en-US/products/)

## Donate to Mozilla Foundation

Mozilla Foundation is building a future where technology is powered by people, and open by design. That’s why we fuel community-centered tech through advocacy, education, funding, and innovation — to make sure that the future of tech is good for everyone. But that’s only possible if we do it together.

We’re proudly non-profit. Will you donate to Mozilla today?

![](https://www.mozilla.org/media/cms/images/donate.2e16d0ba.fill-400x200.jpg)

[Donate](https://www.mozillafoundation.org/en/?form=Mozilla-Website-Homepage&utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

---

## Join the movement: AI for the people

**Our mission is to make it easy for people to build with, and collaborate on, open-source, trustworthy AI.**

### [Mozilla Data Collective](https://datacollective.mozillafoundation.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

 ![](https://www.mozilla.org/media/cms/images/collective-mobile-1450.2e16d0ba.fill-400x400.jpg)

Product

Mozilla Data Collective is rebuilding the AI data ecosystem with communities at the center.

Join today

### [Owners, Not Renters](https://newsletter.ownersnotrenters.com/)

 ![](https://www.mozilla.org/media/cms/images/image1.2e16d0ba.fill-400x400.jpg)

Product

Join our new Open Source AI community.

Sign up today

### [A Rebel Alliance?](https://www.cnbc.com/2026/01/27/mozilla-building-an-ai-rebel-alliance-to-take-on-openai-anthropic-.html)

 ![Image of Mark Surman](https://www.mozilla.org/media/cms/images/lamp-mobile-1450.2e16d0ba.fill-400x400.jpg)

Impact

How Mozilla is taking on AI Industry Heavyweights.

Read here.

### [Mozilla Ventures](https://mozilla.vc/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

 ![](https://www.mozilla.org/media/cms/images/ventures-mobile-1450_PAi6k2A.2e16d0ba.fill-400x400.jpg)

Program

Got an early-stage startup? Pitch your company to Mozilla Ventures and secure funding to drive positive change for the future of AI and the internet.

Read more

### [A Double Bottom Line for Tech](https://www.youtube.com/watch?v=BoFUABRULxg)

 ![](https://www.mozilla.org/media/cms/images/ecosystem-mobile-1450.2e16d0ba.fill-400x400.jpg)

Event

Mark Surman discusses how we can build a tech ecosystem with a double bottom line — one that values both mission and money.

Watch now

### [Otari](https://otari.ai/)

 ![Otari](https://www.mozilla.org/media/cms/images/download.2e16d0ba.fill-400x400.png)

Product

Otari eliminates the complexity of managing multiple AI providers by unifying routing, security, budgeting, failover, and auditing behind a single API endpoint.

Get started

### You, AI and the internet — what’s really going on?

-   Type

    Author(s)

    Topic

    Intro

-   [

    Article

    Fast Company

    News

    Mozilla’s new AI strategy marks a return to its ‘rebel alliance’ roots

    ](https://www.fastcompany.com/91490055/mozillas-new-ai-strategy-marks-a-return-to-its-rebel-alliance-roots)
-   [

    Article

    Mozilla

    Open Source AI

    Mozilla and Mila announce strategic research partnership

    ](https://blog.mozilla.org/en/mozilla/mila-open-source-sovereign-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [

    Video

    Mozilla

    Products

    Why Firefox is Letting You Turn Off AI

    ](https://youtu.be/KS5dcvZXuUg?si=rh9tyBUEOoUA4ypf)
-   [

    Article

    Le Monde

    News

    AI summit in India pushes a 'third way' between US and China

    ](https://www.lemonde.fr/en/economy/article/2026/02/18/ai-summit-in-india-pushes-a-third-way-between-us-and-china_6750615_19.html)
-   [

    Video

    Impact Alpha

    Products

    (Human) agents of impact are shaping the algorithm for ‘good AI’

    ](https://mozilla.vc/human-agents-of-impact-are-shaping-the-algorithm-for-good-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [

    Article

    Rest of World

    News

    Fed up with Big Tech, communities turn to data collectives for control

    ](https://restofworld.org/2026/ai-data-collectives-mozilla/)
-   [

    Article

    Mozilla Foundation

    Open Source AI

    Our first Democracy x AI incubator cohort is announced

    ](https://www.mozillafoundation.org/en/what-we-do/grantmaking/incubator/democracy-ai-cohort/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)
-   [

    Article

    Marketplace

    Privacy & Security

    Who should get an AI kill switch?

    ](https://www.marketplace.org/episode/2026/06/17/who-should-get-an-ai-kill-switch)
-   [

    Article

    Mark Surman

    Artificial Intelligence

    Mozilla President: meet the open source ‘rebel alliance’ that could break Big Tech’s grip on AI

    ](https://fortune.com/2026/06/29/open-source-ai-mozilla-middle-powers-canada-eu-mark-surman/)
-   [

    Article

    The Register

    Products

    Mozilla throws Thunderbolt at enterprise AI providers

    ](https://www.theregister.com/software/2026/04/16/mozilla-takes-on-enterprise-ai-providers-with-thunderbolt/5228261)
-   [

    Article

    Raffi Krikorian

    Privacy & Security

    New York Times: It’s the End of the Internet As We Know It

    ](https://www.nytimes.com/2026/04/15/opinion/mythos-open-souce-internet.html)

## State of Mozilla

We’re at a crossroads for the future of technology, with Big AI companies consolidating power. The 2025 State of Mozilla report is an invitation to choose a different future together.

![Choose Your Future](https://www.mozilla.org/media/cms/images/showcase-som-2025.width-1376.png)

### 2025

[Read the report](https://stateof.mozilla.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

## Explore issues shaping the future of the internet

### [Open Source AI Is Winning](https://stateofopensource.ai/)

 ![State of Open Source AI](https://www.mozilla.org/media/cms/images/download_1.39e371cc.fill-400x200.png)

At a critical moment for the future of AI, our inaugural, annual survey looks at where open AI is winning, and where it is exposed.

Read the report

### [Nothing Personal](https://www.mozillafoundation.org/en/nothing-personal/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)

 ![](https://www.mozilla.org/media/cms/images/np-1450.2e16d0ba.fill-400x200.jpg)

Our new magazine for independent thinkers, technologists, and creatives on the front lines of digital culture.

Read Now

이 파일을 서버의 /en-US.md에 업로드하여 AI 에이전트가 페이지의 깔끔한 버전에 접근할 수 있게 하세요. Accept: text/markdown 콘텐츠 협상을 설정하여 자동으로 제공할 수도 있습니다.

이 단일 페이지용으로 생성된 llms.txt

llms.txt 다운로드
# Mozilla

> We’re working to put control of the internet back in the hands of the people using it.

## Main
- [Mozilla - Internet for people, not profit (US)](https://www.mozilla.org/en-US/): We’re working to put control of the internet back in the hands of the people using it.
- [Products](https://www.mozilla.org/en-US/products/)
- [Mozilla VPN](https://www.mozilla.org/en-US/products/vpn/)
- [Mozilla Monitor](https://www.mozilla.org/en-US/products/monitor/)
- [About us](https://www.mozilla.org/en-US/about/)
- [The Mozilla Manifesto](https://www.mozilla.org/en-US/about/manifesto/)
- [Leadership](https://www.mozilla.org/en-US/about/leadership/)
- [Community Participation Guidelines](https://www.mozilla.org/en-US/about/governance/policies/participation/)
- [About this site](https://www.mozilla.org/en-US/about/this-site/)
- [Get Involved](https://www.mozilla.org/en-US/contribute/)
- [Mozilla Advertising](https://www.mozilla.org/en-US/advertising/)
- [Careers](https://www.mozilla.org/en-US/careers/)
- [Security](https://www.mozilla.org/en-US/security/)
- [All languages](https://www.mozilla.org/locales/)
- [Creative Commons license](https://www.mozilla.org/en-US/foundation/licensing/website-content/)

## Legal
- [this Privacy Notice](https://www.mozilla.org/en-US/privacy/websites/)
- [Cookies](https://www.mozilla.org/en-US/privacy/websites/cookie-settings/)
- [Legal](https://www.mozilla.org/en-US/about/legal/)

## Support
- [Contact](https://www.mozilla.org/en-US/contact/)

전체 llms.txt는 도메인 전체 분석이 필요합니다 (곧 출시)

이 파일을 도메인 루트의 https://www.mozilla.org/llms.txt에 업로드하세요. ChatGPT, Claude, Perplexity 등의 AI 에이전트가 이 파일을 확인하여 사이트 구조를 파악합니다.

접근성

JavaScript 없이 콘텐츠 이용 가능 (100/100)

Content available without JavaScript

HTML에서 콘텐츠가 빠른 위치에 배치 (75/100)

Main content starts at 24% of HTML

적절한 페이지 크기 (100/100)

Page size: 113KB

AI 발견 가능성

robots.txt가 AI 봇 허용 (100/100)

All major AI search bots allowed

Markdown for Agents 지원 (0/100)
✗ Accept: text/markdown ✗ .md URL ✗ <link> tag ✗ Link header
sitemap.xml 있음 (0/100)

No sitemap found

robots.txt 파일 있음 (100/100)

robots.txt exists

llms.txt 파일 있음 (0/100)

No llms.txt found

Content-Signal 있음 (robots.txt 또는 HTTP 헤더) (0/100)
✓ robots.txt ✓ HTTP header ✗ Policy

구조화 데이터

Schema.org / JSON-LD 있음 (0/100)

No JSON-LD / Schema.org found

Open Graph 태그 있음 (100/100)

All OG tags present

메타 설명 있음 (100/100)

Meta description: 86 chars

정규 URL 있음 (100/100)

Canonical URL present

lang 속성 있음 (100/100)

lang="en"

시맨틱 HTML

올바른 제목 계층 구조 (100/100)

Clean heading hierarchy

article 또는 main 요소 사용 (100/100)

Has <main>

시맨틱 HTML 요소 사용 (65/100)

37 semantic elements, 153 divs (ratio: 19%)

의미 있는 이미지 alt 속성 (83/100)

5/6 images with meaningful alt text (17 decorative, not counted)

낮은 div 중첩 깊이 (100/100)

Avg div depth: 2.4, max: 8

콘텐츠 효율성

양호한 토큰 감소율 (100/100)

95% token reduction (HTML→Markdown)

양호한 콘텐츠 대 잡음 비율 (25/100)

Content ratio: 8.6% (9912 content chars / 115876 HTML bytes)

적절한 페이지 무게 (80/100)

HTML size: 113KB

최소한의 인라인 스타일 (100/100)

0/1148 elements with inline styles (0.0%)

{
  "url": "https://www.mozilla.org/en-US/",
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  "markdown": "## Welcome to Mozilla\n\nFrom trustworthy tech to policies that defend your digital rights, we put you first — always.\n\n[Learn about us](https://www.mozilla.org/en-US/about/)\n\n## Donate to Mozilla Foundation\n\nMozilla Foundation is building a future where technology is powered by people, and open by design. That’s why we fuel community-centered tech through advocacy, education, funding, and innovation — to make sure that the future of tech is good for everyone. But that’s only possible if we do it together.\n\nWe’re proudly non-profit. Will you donate to Mozilla today?\n\n![](https://www.mozilla.org/media/cms/images/donate.2e16d0ba.fill-400x200.jpg)\n\n[Donate](https://www.mozillafoundation.org/en/?form=Mozilla-Website-Homepage&utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n## Join the movement: AI for the people\n\n**Our mission is to make it easy for people to build with, and collaborate on, open-source, trustworthy AI.**\n\n### [Mozilla Data Collective](https://datacollective.mozillafoundation.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n ![](https://www.mozilla.org/media/cms/images/collective-mobile-1450.2e16d0ba.fill-400x400.jpg)\n\nProduct\n\nMozilla Data Collective is rebuilding the AI data ecosystem with communities at the center.\n\nJoin today\n\n### [A Rebel Alliance?](https://www.cnbc.com/2026/01/27/mozilla-building-an-ai-rebel-alliance-to-take-on-openai-anthropic-.html)\n\n ![Image of Mark Surman](https://www.mozilla.org/media/cms/images/lamp-mobile-1450.2e16d0ba.fill-400x400.jpg)\n\nImpact\n\nHow Mozilla is taking on AI Industry Heavyweights.\n\nRead here.\n\n### [Mozilla Ventures](https://mozilla.vc/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n ![](https://www.mozilla.org/media/cms/images/ventures-mobile-1450_PAi6k2A.2e16d0ba.fill-400x400.jpg)\n\nProgram\n\nGot an early-stage startup? Pitch your company to Mozilla Ventures and secure funding to drive positive change for the future of AI and the internet.\n\nRead more\n\n### [A Double Bottom Line for Tech](https://www.youtube.com/watch?v=BoFUABRULxg)\n\n ![](https://www.mozilla.org/media/cms/images/ecosystem-mobile-1450.2e16d0ba.fill-400x400.jpg)\n\nEvent\n\nMark Surman discusses how we can build a tech ecosystem with a double bottom line — one that values both mission and money.\n\nWatch now\n\n### [Otari](https://otari.ai/)\n\n ![Otari](https://www.mozilla.org/media/cms/images/download.2e16d0ba.fill-400x400.png)\n\nProduct\n\nOtari eliminates the complexity of managing multiple AI providers by unifying routing, security, budgeting, failover, and auditing behind a single API endpoint.\n\nGet started\n\n### You, AI and the internet — what’s really going on?\n\n-   Type\n\n    Topic\n\n    Intro\n\n-   [\n\n    Article\n\n    Fast Company\n\n    News\n\n    Mozilla’s new AI strategy marks a return to its ‘rebel alliance’ roots\n\n    ](https://www.fastcompany.com/91490055/mozillas-new-ai-strategy-marks-a-return-to-its-rebel-alliance-roots)\n-   [\n\n    Article\n\n    Mozilla\n\n    Open Source AI\n\n    Mozilla and Mila announce strategic research partnership\n\n    ](https://blog.mozilla.org/en/mozilla/mila-open-source-sovereign-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [\n\n    Video\n\n    Mozilla\n\n    Products\n\n    Why Firefox is Letting You Turn Off AI\n\n    ](https://youtu.be/KS5dcvZXuUg?si=rh9tyBUEOoUA4ypf)\n-   [\n\n    Article\n\n    Le Monde\n\n    News\n\n    AI summit in India pushes a 'third way' between US and China\n\n    ](https://www.lemonde.fr/en/economy/article/2026/02/18/ai-summit-in-india-pushes-a-third-way-between-us-and-china_6750615_19.html)\n-   [\n\n    Video\n\n    Impact Alpha\n\n    Products\n\n    (Human) agents of impact are shaping the algorithm for ‘good AI’\n\n    ](https://mozilla.vc/human-agents-of-impact-are-shaping-the-algorithm-for-good-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [\n\n    Article\n\n    Rest of World\n\n    News\n\n    Fed up with Big Tech, communities turn to data collectives for control\n\n    ](https://restofworld.org/2026/ai-data-collectives-mozilla/)\n-   [\n\n    Article\n\n    Mozilla Foundation\n\n    Open Source AI\n\n    Our first Democracy x AI incubator cohort is announced\n\n    ](https://www.mozillafoundation.org/en/what-we-do/grantmaking/incubator/democracy-ai-cohort/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [\n\n    Article\n\n    Marketplace\n\n    Privacy & Security\n\n    Who should get an AI kill switch?\n\n    ](https://www.marketplace.org/episode/2026/06/17/who-should-get-an-ai-kill-switch)\n-   [\n\n    Article\n\n    Mark Surman\n\n    Artificial Intelligence\n\n    Mozilla President: meet the open source ‘rebel alliance’ that could break Big Tech’s grip on AI\n\n    ](https://fortune.com/2026/06/29/open-source-ai-mozilla-middle-powers-canada-eu-mark-surman/)\n-   [\n\n    Article\n\n    The Register\n\n    Products\n\n    Mozilla throws Thunderbolt at enterprise AI providers\n\n    ](https://www.theregister.com/software/2026/04/16/mozilla-takes-on-enterprise-ai-providers-with-thunderbolt/5228261)\n-   [\n\n    Article\n\n    Raffi Krikorian\n\n    Privacy & Security\n\n    New York Times: It’s the End of the Internet As We Know It\n\n    ](https://www.nytimes.com/2026/04/15/opinion/mythos-open-souce-internet.html)\n\n## State of Mozilla\n\nWe’re at a crossroads for the future of technology, with Big AI companies consolidating power. The 2025 State of Mozilla report is an invitation to choose a different future together.\n\n### 2025\n\n[Read the report](https://stateof.mozilla.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n## Explore issues shaping the future of the internet\n\n### [Open Source AI Is Winning](https://stateofopensource.ai/)\n\n ![State of Open Source AI](https://www.mozilla.org/media/cms/images/download_1.39e371cc.fill-400x200.png)\n\nAt a critical moment for the future of AI, our inaugural, annual survey looks at where open AI is winning, and where it is exposed.\n\nRead the report\n\n### [Nothing Personal](https://www.mozillafoundation.org/en/nothing-personal/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n ![](https://www.mozilla.org/media/cms/images/np-1450.2e16d0ba.fill-400x200.jpg)\n\nOur new magazine for independent thinkers, technologists, and creatives on the front lines of digital culture.\n\nRead Now\n",
  "fullPageMarkdown": "Mozilla - Internet for people, not profit (US)\n\n## Help us improve your Mozilla experience\n\nIn addition to Cookies necessary for this site to function, we’d like your permission to set some additional Cookies to better understand your browsing needs and improve your experience. Rest assured — we value your privacy.\n\nAccept All Additional Cookies Reject All Additional Cookies [Cookie settings](https://www.mozilla.org/en-US/privacy/websites/cookie-settings/)\n\nPause animation Play animation\n\n# Welcome to Mozilla\n\nFrom trustworthy tech to policies that defend your digital rights, we put you first — always.\n\n[Learn about us](https://www.mozilla.org/en-US/about/)\n\n---\n\n## Love the internet again\n\nBreak free from big tech — our products put you in control of a safer, more private internet experience.\n\n-   [**Firefox**:**** Get the gold standard for browsing with speed, privacy and control.](https://www.firefox.com/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [**Thunderbird**:**** Go chaos-free with one app for all your emails, calendars and contacts.](https://www.thunderbird.net/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [**Mozilla VPN**:**** Keep your location and online adventures private — stream like a local, anywhere.](https://www.mozilla.org/en-US/products/vpn/)\n-   [**Mozilla Monitor**:**** Get a heads-up if your personal info is at risk and lock it down like a pro.](https://www.mozilla.org/en-US/products/monitor/)\n-   [**Firefox Relay**:**** Mask your email and phone number so you only get the messages you want.](https://relay.firefox.com/??utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [**Solo**:**** Instantly create a beautiful website so you can grow your business.](https://soloist.ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [**0DIN**:**** Secure your AI by finding and fixing GenAI vulnerabilities before attackers do.](https://0din.ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [**Tabstack**:**** Reliably automate web tasks with a simple developer-focused API.](https://tabstack.ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n[Explore our products](https://www.mozilla.org/en-US/products/)\n\n## Donate to Mozilla Foundation\n\nMozilla Foundation is building a future where technology is powered by people, and open by design. That’s why we fuel community-centered tech through advocacy, education, funding, and innovation — to make sure that the future of tech is good for everyone. But that’s only possible if we do it together.\n\nWe’re proudly non-profit. Will you donate to Mozilla today?\n\n![](https://www.mozilla.org/media/cms/images/donate.2e16d0ba.fill-400x200.jpg)\n\n[Donate](https://www.mozillafoundation.org/en/?form=Mozilla-Website-Homepage&utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n---\n\n## Join the movement: AI for the people\n\n**Our mission is to make it easy for people to build with, and collaborate on, open-source, trustworthy AI.**\n\n### [Mozilla Data Collective](https://datacollective.mozillafoundation.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n ![](https://www.mozilla.org/media/cms/images/collective-mobile-1450.2e16d0ba.fill-400x400.jpg)\n\nProduct\n\nMozilla Data Collective is rebuilding the AI data ecosystem with communities at the center.\n\nJoin today\n\n### [Owners, Not Renters](https://newsletter.ownersnotrenters.com/)\n\n ![](https://www.mozilla.org/media/cms/images/image1.2e16d0ba.fill-400x400.jpg)\n\nProduct\n\nJoin our new Open Source AI community.\n\nSign up today\n\n### [A Rebel Alliance?](https://www.cnbc.com/2026/01/27/mozilla-building-an-ai-rebel-alliance-to-take-on-openai-anthropic-.html)\n\n ![Image of Mark Surman](https://www.mozilla.org/media/cms/images/lamp-mobile-1450.2e16d0ba.fill-400x400.jpg)\n\nImpact\n\nHow Mozilla is taking on AI Industry Heavyweights.\n\nRead here.\n\n### [Mozilla Ventures](https://mozilla.vc/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n ![](https://www.mozilla.org/media/cms/images/ventures-mobile-1450_PAi6k2A.2e16d0ba.fill-400x400.jpg)\n\nProgram\n\nGot an early-stage startup? Pitch your company to Mozilla Ventures and secure funding to drive positive change for the future of AI and the internet.\n\nRead more\n\n### [A Double Bottom Line for Tech](https://www.youtube.com/watch?v=BoFUABRULxg)\n\n ![](https://www.mozilla.org/media/cms/images/ecosystem-mobile-1450.2e16d0ba.fill-400x400.jpg)\n\nEvent\n\nMark Surman discusses how we can build a tech ecosystem with a double bottom line — one that values both mission and money.\n\nWatch now\n\n### [Otari](https://otari.ai/)\n\n ![Otari](https://www.mozilla.org/media/cms/images/download.2e16d0ba.fill-400x400.png)\n\nProduct\n\nOtari eliminates the complexity of managing multiple AI providers by unifying routing, security, budgeting, failover, and auditing behind a single API endpoint.\n\nGet started\n\n### You, AI and the internet — what’s really going on?\n\n-   Type\n\n    Author(s)\n\n    Topic\n\n    Intro\n\n-   [\n\n    Article\n\n    Fast Company\n\n    News\n\n    Mozilla’s new AI strategy marks a return to its ‘rebel alliance’ roots\n\n    ](https://www.fastcompany.com/91490055/mozillas-new-ai-strategy-marks-a-return-to-its-rebel-alliance-roots)\n-   [\n\n    Article\n\n    Mozilla\n\n    Open Source AI\n\n    Mozilla and Mila announce strategic research partnership\n\n    ](https://blog.mozilla.org/en/mozilla/mila-open-source-sovereign-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [\n\n    Video\n\n    Mozilla\n\n    Products\n\n    Why Firefox is Letting You Turn Off AI\n\n    ](https://youtu.be/KS5dcvZXuUg?si=rh9tyBUEOoUA4ypf)\n-   [\n\n    Article\n\n    Le Monde\n\n    News\n\n    AI summit in India pushes a 'third way' between US and China\n\n    ](https://www.lemonde.fr/en/economy/article/2026/02/18/ai-summit-in-india-pushes-a-third-way-between-us-and-china_6750615_19.html)\n-   [\n\n    Video\n\n    Impact Alpha\n\n    Products\n\n    (Human) agents of impact are shaping the algorithm for ‘good AI’\n\n    ](https://mozilla.vc/human-agents-of-impact-are-shaping-the-algorithm-for-good-ai/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [\n\n    Article\n\n    Rest of World\n\n    News\n\n    Fed up with Big Tech, communities turn to data collectives for control\n\n    ](https://restofworld.org/2026/ai-data-collectives-mozilla/)\n-   [\n\n    Article\n\n    Mozilla Foundation\n\n    Open Source AI\n\n    Our first Democracy x AI incubator cohort is announced\n\n    ](https://www.mozillafoundation.org/en/what-we-do/grantmaking/incubator/democracy-ai-cohort/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n-   [\n\n    Article\n\n    Marketplace\n\n    Privacy & Security\n\n    Who should get an AI kill switch?\n\n    ](https://www.marketplace.org/episode/2026/06/17/who-should-get-an-ai-kill-switch)\n-   [\n\n    Article\n\n    Mark Surman\n\n    Artificial Intelligence\n\n    Mozilla President: meet the open source ‘rebel alliance’ that could break Big Tech’s grip on AI\n\n    ](https://fortune.com/2026/06/29/open-source-ai-mozilla-middle-powers-canada-eu-mark-surman/)\n-   [\n\n    Article\n\n    The Register\n\n    Products\n\n    Mozilla throws Thunderbolt at enterprise AI providers\n\n    ](https://www.theregister.com/software/2026/04/16/mozilla-takes-on-enterprise-ai-providers-with-thunderbolt/5228261)\n-   [\n\n    Article\n\n    Raffi Krikorian\n\n    Privacy & Security\n\n    New York Times: It’s the End of the Internet As We Know It\n\n    ](https://www.nytimes.com/2026/04/15/opinion/mythos-open-souce-internet.html)\n\n## State of Mozilla\n\nWe’re at a crossroads for the future of technology, with Big AI companies consolidating power. The 2025 State of Mozilla report is an invitation to choose a different future together.\n\n![Choose Your Future](https://www.mozilla.org/media/cms/images/showcase-som-2025.width-1376.png)\n\n### 2025\n\n[Read the report](https://stateof.mozilla.org/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n## Explore issues shaping the future of the internet\n\n### [Open Source AI Is Winning](https://stateofopensource.ai/)\n\n ![State of Open Source AI](https://www.mozilla.org/media/cms/images/download_1.39e371cc.fill-400x200.png)\n\nAt a critical moment for the future of AI, our inaugural, annual survey looks at where open AI is winning, and where it is exposed.\n\nRead the report\n\n### [Nothing Personal](https://www.mozillafoundation.org/en/nothing-personal/?utm_source=www.mozilla.org&utm_medium=referral&utm_campaign=home)\n\n ![](https://www.mozilla.org/media/cms/images/np-1450.2e16d0ba.fill-400x200.jpg)\n\nOur new magazine for independent thinkers, technologists, and creatives on the front lines of digital culture.\n\nRead Now\n",
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            "weight": 10,
            "evidence": "speculative",
            "details": "Avg div depth: 2.4, max: 8"
          }
        }
      },
      "contentEfficiency": {
        "score": 74,
        "weight": 10,
        "grade": "C",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "evidence": "speculative",
            "details": "95% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 25,
            "weight": 30,
            "evidence": "speculative",
            "details": "Content ratio: 8.6% (9912 content chars / 115876 HTML bytes)"
          },
          "reasonable_page_weight": {
            "score": 80,
            "weight": 20,
            "evidence": "speculative",
            "details": "HTML size: 113KB"
          },
          "minimal_inline_styles": {
            "score": 100,
            "weight": 10,
            "evidence": "speculative",
            "details": "0/1148 elements with inline styles (0.0%)"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "add_schema_org",
      "priority": "critical",
      "category": "structuredData",
      "titleKey": "rec.add_schema_org.title",
      "descriptionKey": "rec.add_schema_org.description",
      "howToKey": "rec.add_schema_org.howto",
      "howToStepKeys": null,
      "effort": "moderate",
      "estimatedImpact": 7,
      "maxImpact": 7,
      "evidence": "proven",
      "checkScore": 0,
      "checkDetails": "No JSON-LD / Schema.org found"
    },
    {
      "id": "add_markdown_negotiation",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_markdown_negotiation.title",
      "descriptionKey": "rec.add_markdown_negotiation.description",
      "howToKey": "rec.add_markdown_negotiation.howto",
      "howToStepKeys": null,
      "effort": "significant",
      "estimatedImpact": 5,
      "maxImpact": 5,
      "evidence": "plausible",
      "checkScore": 0,
      "checkDetails": "No Markdown for Agents support detected"
    },
    {
      "id": "add_sitemap",
      "priority": "high",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_sitemap.title",
      "descriptionKey": "rec.add_sitemap.description",
      "howToKey": "rec.add_sitemap.howto",
      "howToStepKeys": null,
      "effort": "quick-win",
      "estimatedImpact": 3.8,
      "maxImpact": 3.8,
      "evidence": "plausible",
      "checkScore": 0,
      "checkDetails": "No sitemap found"
    },
    {
      "id": "add_llms_txt",
      "priority": "high",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_llms_txt.title",
      "descriptionKey": "rec.add_llms_txt.description",
      "howToKey": "rec.add_llms_txt.howto",
      "howToStepKeys": null,
      "effort": "quick-win",
      "estimatedImpact": 2.5,
      "maxImpact": 2.5,
      "evidence": "speculative",
      "checkScore": 0,
      "checkDetails": "No llms.txt found"
    },
    {
      "id": "add_content_signals",
      "priority": "high",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_content_signals.title",
      "descriptionKey": "rec.add_content_signals.description",
      "howToKey": "rec.add_content_signals.howto",
      "howToStepKeys": null,
      "effort": "quick-win",
      "estimatedImpact": 2.5,
      "maxImpact": 2.5,
      "evidence": "speculative",
      "checkScore": 0,
      "checkDetails": "No Content-Signal found (robots.txt or HTTP headers)"
    },
    {
      "id": "improve_content_ratio",
      "priority": "medium",
      "category": "contentEfficiency",
      "titleKey": "rec.improve_content_ratio.title",
      "descriptionKey": "rec.improve_content_ratio.description",
      "howToKey": "rec.improve_content_ratio.howto",
      "howToStepKeys": null,
      "effort": "moderate",
      "estimatedImpact": 2.3,
      "maxImpact": 3,
      "evidence": "speculative",
      "checkScore": 25,
      "checkDetails": "Content ratio: 8.6% (9912 content chars / 115876 HTML bytes)"
    }
  ],
  "llmsTxtPreview": "# Mozilla\n\n> We’re working to put control of the internet back in the hands of the people using it.\n\n## Main\n- [Mozilla - Internet for people, not profit (US)](https://www.mozilla.org/en-US/): We’re working to put control of the internet back in the hands of the people using it.\n- [Products](https://www.mozilla.org/en-US/products/)\n- [Mozilla VPN](https://www.mozilla.org/en-US/products/vpn/)\n- [Mozilla Monitor](https://www.mozilla.org/en-US/products/monitor/)\n- [About us](https://www.mozilla.org/en-US/about/)\n- [The Mozilla Manifesto](https://www.mozilla.org/en-US/about/manifesto/)\n- [Leadership](https://www.mozilla.org/en-US/about/leadership/)\n- [Community Participation Guidelines](https://www.mozilla.org/en-US/about/governance/policies/participation/)\n- [About this site](https://www.mozilla.org/en-US/about/this-site/)\n- [Get Involved](https://www.mozilla.org/en-US/contribute/)\n- [Mozilla Advertising](https://www.mozilla.org/en-US/advertising/)\n- [Careers](https://www.mozilla.org/en-US/careers/)\n- [Security](https://www.mozilla.org/en-US/security/)\n- [All languages](https://www.mozilla.org/locales/)\n- [Creative Commons license](https://www.mozilla.org/en-US/foundation/licensing/website-content/)\n\n## Legal\n- [this Privacy Notice](https://www.mozilla.org/en-US/privacy/websites/)\n- [Cookies](https://www.mozilla.org/en-US/privacy/websites/cookie-settings/)\n- [Legal](https://www.mozilla.org/en-US/about/legal/)\n\n## Support\n- [Contact](https://www.mozilla.org/en-US/contact/)\n\n",
  "llmsTxtExisting": null,
  "emergingProtocols": {
    "oauthProtectedResource": {
      "exists": false,
      "url": "https://www.mozilla.org/.well-known/oauth-protected-resource"
    },
    "oauthDiscovery": {
      "exists": false,
      "url": "https://www.mozilla.org/.well-known/oauth-authorization-server"
    },
    "mcpServerCard": {
      "exists": false,
      "url": "https://www.mozilla.org/.well-known/mcp/server-card.json",
      "draft": true
    },
    "a2aAgentCard": {
      "exists": false,
      "url": "https://www.mozilla.org/.well-known/agent-card.json"
    },
    "apiCatalog": {
      "exists": false,
      "url": "https://www.mozilla.org/.well-known/api-catalog"
    },
    "agentSkills": {
      "exists": false,
      "url": "https://www.mozilla.org/.well-known/agent-skills/index.json",
      "draft": true
    },
    "count": 0,
    "total": 6
  },
  "botAccess": {
    "probed": true,
    "bot": "OAI-SearchBot",
    "controlStatus": 200,
    "botStatus": 200,
    "discriminates": false,
    "refusedAsBot": false,
    "edge": null,
    "verifiable": false,
    "detail": "This origin answers OAI-SearchBot exactly as it answers any other client (200). No edge-level filtering of AI crawlers observed."
  },
  "snippets": [
    {
      "id": "add_llms_txt",
      "title": "Create /llms.txt",
      "description": "Upload this file to your web root. It tells AI agents what your site is about and which pages matter.",
      "language": "markdown",
      "code": "# Mozilla\n\n> We’re working to put control of the internet back in the hands of the people using it.\n\n## Main\n- [Mozilla - Internet for people, not profit (US)](https://www.mozilla.org/en-US/): We’re working to put control of the internet back in the hands of the people using it.\n- [Products](https://www.mozilla.org/en-US/products/)\n- [Mozilla VPN](https://www.mozilla.org/en-US/products/vpn/)\n- [Mozilla Monitor](https://www.mozilla.org/en-US/products/monitor/)\n- [About us](https://www.mozilla.org/en-US/about/)\n- [The Mozilla Manifesto](https://www.mozilla.org/en-US/about/manifesto/)\n- [Leadership](https://www.mozilla.org/en-US/about/leadership/)\n- [Community Participation Guidelines](https://www.mozilla.org/en-US/about/governance/policies/participation/)\n- [About this site](https://www.mozilla.org/en-US/about/this-site/)\n- [Get Involved](https://www.mozilla.org/en-US/contribute/)\n- [Mozilla Advertising](https://www.mozilla.org/en-US/advertising/)\n- [Careers](https://www.mozilla.org/en-US/careers/)\n- [Security](https://www.mozilla.org/en-US/security/)\n- [All languages](https://www.mozilla.org/locales/)\n- [Creative Commons license](https://www.mozilla.org/en-US/foundation/licensing/website-content/)\n\n## Legal\n- [this Privacy Notice](https://www.mozilla.org/en-US/privacy/websites/)\n- [Cookies](https://www.mozilla.org/en-US/privacy/websites/cookie-settings/)\n- [Legal](https://www.mozilla.org/en-US/about/legal/)\n\n## Support\n- [Contact](https://www.mozilla.org/en-US/contact/)\n\n",
      "filename": "/llms.txt"
    },
    {
      "id": "add_schema_org",
      "title": "Add Schema.org JSON-LD",
      "description": "Structured data helps AI agents understand the type, author, and purpose of your content.",
      "language": "html",
      "code": "<script type=\"application/ld+json\">\n{\n  \"@context\": \"https://schema.org\",\n  \"@type\": \"WebPage\",\n  \"name\": \"Mozilla - Internet for people, not profit (US)\",\n  \"description\": \"We’re working to put control of the internet back in the hands of the people using it.\",\n  \"url\": \"https://www.mozilla.org/en-US/\",\n  \"inLanguage\": \"en\",\n  \"isPartOf\": {\n    \"@type\": \"WebSite\",\n    \"name\": \"Mozilla\"\n  },\n  \"author\": {\n    \"@type\": \"Person\",\n    \"name\": \"Author(s)\"\n  }\n}\n</script>",
      "filename": "<head>"
    },
    {
      "id": "add_sitemap",
      "title": "Create /sitemap.xml",
      "description": "A sitemap helps AI agents discover all your pages. Most CMS platforms generate one automatically.",
      "language": "xml",
      "code": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<urlset xmlns=\"http://www.sitemaps.org/schemas/sitemap/0.9\">\n  <url>\n    <loc>https://www.mozilla.org/en-US/</loc>\n    <lastmod>2026-09-05</lastmod>\n  </url>\n</urlset>",
      "filename": "/sitemap.xml"
    },
    {
      "id": "add_content_signals",
      "title": "Add Content-Signal directives",
      "description": "Content-Signal tells AI agents how they may use your content. The canonical location is robots.txt, but you can also expose it as an HTTP header from any stack.",
      "language": "txt",
      "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no",
      "filename": "/robots.txt",
      "stacks": [
        {
          "id": "robots",
          "label": "robots.txt",
          "language": "txt",
          "filename": "/robots.txt",
          "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no"
        },
        {
          "id": "nginx",
          "label": "Nginx",
          "language": "nginx",
          "filename": "server block",
          "code": "# Inside your server { } block:\nadd_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;"
        },
        {
          "id": "apache",
          "label": "Apache",
          "language": "apache",
          "filename": ".htaccess",
          "code": "# In .htaccess (or VirtualHost):\nHeader set Content-Signal \"search=yes, ai-input=yes, ai-train=no\""
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// In your theme's functions.php or a small mu-plugin\nadd_action('send_headers', function () {\n    header('Content-Signal: search=yes, ai-input=yes, ai-train=no');\n});\n\n// Optional: also append the directive to the dynamic robots.txt\nadd_filter('robots_txt', function ($output) {\n    return $output . \"\\nContent-Signal: search=yes, ai-input=yes, ai-train=no\\n\";\n}, 10, 1);"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "middleware.ts",
          "code": "// middleware.ts (Next.js 13+ App Router or Pages Router)\nimport { NextResponse } from 'next/server';\nexport function middleware() {\n  const res = NextResponse.next();\n  res.headers.set(\n    'Content-Signal',\n    'search=yes, ai-input=yes, ai-train=no'\n  );\n  return res;\n}\nexport const config = { matcher: '/:path*' };"
        },
        {
          "id": "cloudflare",
          "label": "Cloudflare Workers",
          "language": "javascript",
          "filename": "worker.js",
          "code": "// Cloudflare Worker that proxies your origin and adds the header\nexport default {\n  async fetch(request, env, ctx) {\n    const res = await fetch(request);\n    const newRes = new Response(res.body, res);\n    newRes.headers.set(\n      'Content-Signal',\n      'search=yes, ai-input=yes, ai-train=no'\n    );\n    return newRes;\n  },\n};"
        },
        {
          "id": "express",
          "label": "Express / Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Express\napp.use((req, res, next) => {\n  res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n  reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  done();\n});"
        }
      ]
    },
    {
      "id": "add_markdown_negotiation",
      "title": "Support Markdown for Agents",
      "description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
      "language": "html",
      "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
      "filename": "<head>",
      "stacks": [
        {
          "id": "html",
          "label": "HTML <head>",
          "language": "html",
          "filename": "<head>",
          "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        },
        {
          "id": "express",
          "label": "Express",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n  res.setHeader('Vary', 'Accept');\n  res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    res.type('text/markdown; charset=utf-8');\n    return res.send(renderMarkdown('page'));\n  }\n  res.render('page');\n});"
        },
        {
          "id": "fastify",
          "label": "Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n  reply.header('Vary', 'Accept');\n  reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n  }\n  return reply.view('/page.ejs');\n});"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "app/page/route.ts",
          "code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n  const accept = req.headers.get('accept') || '';\n  if (accept.includes('text/markdown')) {\n    return new Response(await renderMarkdown('page'), {\n      headers: {\n        'Content-Type': 'text/markdown; charset=utf-8',\n        'Vary': 'Accept',\n      },\n    });\n  }\n  // Fall through to the page component\n  return new Response(null, { status: 404 });\n}"
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n    if (!is_singular()) return;\n    $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n    if (strpos($accept, 'text/markdown') === false) return;\n    header('Content-Type: text/markdown; charset=utf-8');\n    header('Vary: Accept');\n    $post = get_queried_object();\n    echo \"# \" . get_the_title($post) . \"\\n\\n\";\n    echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n    exit;\n});"
        },
        {
          "id": "static",
          "label": "Hugo / Jekyll / Astro",
          "language": "txt",
          "filename": "static/page.md",
          "code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n#   <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        }
      ]
    }
  ]
}

API를 사용하여 프로그래밍 방식으로 가져올 수 있습니다 (곧 출시)

이 JSON은 내부용입니다 — Markdown 및 llms.txt 파일과 달리 사이트에 업로드하기 위한 것이 아닙니다. 시간에 따른 점수 추적을 위한 기준값으로 저장하거나, 개발팀과 공유하거나, CI/CD 파이프라인에 통합하세요.

결과 공유

또는 AI에게 개선 방법을 물어보세요

다른 의견도 들어보시겠어요?

Cloudflare에도 무료 스캐너가 있는데, 던지는 질문이 다릅니다. 그쪽은 에이전트가 호출할 수 있도록 사이트가 게시한 것(MCP 서버 카드, Agent Skills, API 카탈로그, DNS 레코드)을 채점합니다. 저희는 에이전트가 콘텐츠에 도달해 읽고 이해할 수 있는지를 채점합니다. 한쪽은 좋고 다른 쪽은 나쁠 수 있으니 두 점수가 다른 것은 당연합니다. 서로 다른 질문에 대한 답이고, 둘 다 알아둘 가치가 있습니다.

Cloudflare로 www.mozilla.org 검사하기

배지 삽입

이 배지를 사이트에 추가하세요. AI 준비도 점수가 변경되면 자동으로 업데이트됩니다.

AgentReady.md score for www.mozilla.org
Script 권장
<script src="https://agentready.md/badge.js" data-id="c975381f-deda-474a-ab37-527f169a55fc" data-domain="www.mozilla.org"></script>
Markdown
[![AgentReady.md score for www.mozilla.org](https://agentready.md/badge/www.mozilla.org.svg)](https://agentready.md/ko/r/mozilla.org)

곧 출시: 전체 도메인 분석

전체 도메인을 크롤링하고, llms.txt를 생성하고, AI 준비도 점수를 시간에 따라 모니터링하세요. 대기자 명단에 등록하여 알림을 받으세요.

명단에 등록되었습니다! 서비스 출시 시 알려드리겠습니다.