Verified AgentReady.md certificate
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Analyzed URL

https://www.mozilla.org/en-US/

Measured 2 weeks ago

Analyze another URL

AI-Ready Score

Fair

out of 100

Token Savings

HTML tokens 35.206
Markdown tokens 1630
Savings 95%

Score Breakdown

Accessibility 94/100
AI Discoverability 45/100
Structured Data 65/100
Semantic HTML 90/100
Content Efficiency 74/100

Emerging protocols

0 of 6 detected

Well-known endpoints AI agents look for. Detected here means an agent can discover and connect to your service automatically.

  • 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

Doesn't stay fixed by itself. Monitoring isn't built yet — join the list and we'll tell you when it is.

You're on the list! We'll notify you when it launches.

What we measured No JSON-LD / Schema.org found

No Schema.org structured data found. JSON-LD helps AI agents extract factual, structured information from your pages.

How to implement

Add a <script type="application/ld+json"> block with Schema.org markup. Use appropriate types: Article for blog posts, Product for products, Organization for your company page.

Paste into a coding agent to make the fix

What we measured No Markdown for Agents support detected

Your site doesn't support Markdown for Agents. This Cloudflare standard lets AI agents request content in markdown format, reducing token usage by ~80%.

How to implement

Implement one or more: (1) Respond to Accept: text/markdown with markdown content. (2) Serve .md URLs (e.g., /page.md). (3) Add <link rel="alternate" type="text/markdown"> tags. (4) Add Link HTTP headers for markdown discovery.

Paste into a coding agent to make the fix

What we measured No sitemap found

No sitemap found. A sitemap helps AI agents discover all pages on your site.

How to implement

Create a /sitemap.xml listing all your public pages. Most CMS platforms can generate this automatically.

Paste into a coding agent to make the fix

What we measured No llms.txt found

Your site doesn't have an llms.txt file. This is the emerging standard for helping AI agents understand your site structure.

How to implement

Create an /llms.txt file following the llmstxt.org specification. Include a site description and links to your key pages.

Paste into a coding agent to make the fix

What we measured No Content-Signal found (robots.txt or HTTP headers)

No Content-Signal directives found. These tell AI agents how they may use your content (search indexing, AI input, training data). The recommended location is robots.txt.

How to implement

Add Content-Signal to your robots.txt: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. You can also add it as an HTTP header on markdown responses.

Paste into a coding agent to make the fix

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

Your page has a low ratio of actual content to total HTML. Much of the page weight is markup, scripts, or styles rather than content.

How to implement

Move CSS to external stylesheets, remove inline styles, minimize JavaScript, and ensure the HTML focuses on content structure.

Paste into a coding agent to make the fix
Markdown tokens: 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

Upload this file as /en-US.md on your server so AI agents can access a clean version of your page. You can also configure Accept: text/markdown content negotiation to serve it automatically.

Generated llms.txt for this single page

Download llms.txt
# 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/)

Full llms.txt requires domain-wide analysis (coming soon)

Upload this file to https://www.mozilla.org/llms.txt at the root of your domain. AI agents like ChatGPT, Claude, and Perplexity check this file to understand your site structure.

Accessibility

Content available without JavaScript (100/100)

Content available without JavaScript

Content appears early in HTML (75/100)

Main content starts at 24% of HTML

Reasonable page size (100/100)

Page size: 113KB

AI Discoverability

Robots.txt allows AI bots (100/100)

All major AI search bots allowed

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

No sitemap found

Has robots.txt file (100/100)

robots.txt exists

Has llms.txt file (0/100)

No llms.txt found

Has Content-Signal (robots.txt or HTTP headers) (0/100)
✓ robots.txt ✓ HTTP header ✗ Policy

Structured Data

Has Schema.org / JSON-LD (0/100)

No JSON-LD / Schema.org found

Has Open Graph tags (100/100)

All OG tags present

Has meta description (100/100)

Meta description: 86 chars

Has canonical URL (100/100)

Canonical URL present

Has lang attribute (100/100)

lang="en"

Semantic HTML

Proper heading hierarchy (100/100)

Clean heading hierarchy

Uses article or main element (100/100)

Has <main>

Uses semantic HTML elements (65/100)

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

Meaningful image alt texts (83/100)

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

Low div nesting depth (100/100)

Avg div depth: 2.4, max: 8

Content Efficiency

Good token reduction ratio (100/100)

95% token reduction (HTML→Markdown)

Good content-to-noise ratio (25/100)

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

Reasonable page weight (80/100)

HTML size: 113KB

Minimal inline styles (100/100)

0/1148 elements with inline styles (0.0%)

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  "timestamp": 1788571249507,
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      "linkHeader": {
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      "responseHeaders": {
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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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      "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\">"
        }
      ]
    }
  ]
}

Use our API to get this programmatically (coming soon)

This JSON is for internal use — unlike the Markdown and llms.txt files, it's not meant to be uploaded to your site. Save it as a baseline to track your score over time, share it with your dev team, or integrate it into your CI/CD pipeline.

Want a second opinion?

Cloudflare runs a free scanner too, and it asks a different question. It scores what your site publishes for agents to call — MCP server cards, Agent Skills, API catalogs, DNS records. We score whether an agent can reach, read and understand your content. A site can do well on one and poorly on the other, so expect two different numbers: they are answers to two different questions, and both are worth knowing.

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AgentReady.md score for www.mozilla.org
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[![AgentReady.md score for www.mozilla.org](https://agentready.md/badge/www.mozilla.org.svg)](https://agentready.md/r/mozilla.org)

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