agentspeed.

docs.djangoproject.com

scanned 7/25/2026, 7:40:19 PM · cached · refresh in 19h · rubric 2026.07.4
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: warnSitemap present: warnLink response headers: failCanonical URL: passMCP server card: failOAuth authorization metadata: failOAuth resource metadata: failAPI catalog / OpenAPI: failWeb Bot Auth: failMarkdown negotiation: failText-to-markup ratio: passContent without JavaScript: skipHeading hierarchy: passCookie wall blocks content: passPage title: passMeta description: failJSON-LD present: failStructured data validates: skipSchema type coverage: failPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass59/ 100 · F
At risk

This is how AI agents (not browsers) experience docs.djangoproject.com. The score weights five categories of machine-readability; the ticks on the arc are the 30 individual checks behind it.

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Top fixes

failMeta descriptionReadability

No <meta name="description">. Agents use it as a page summary; add a 50–200 character description.

Fix: Add `<meta name="description" content="...">` to your primary pages. Agents frequently use it as a summary.

failJSON-LD presentStructured data

No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.

Fix: Add a <script type="application/ld+json"> describing the page (Organization, Article, Product, FAQPage).

warnllms.txt presentDiscoverability

Found /llms.txt but missing H1 header and markdown links.

Fix: Publish /llms.txt at your domain root. Build a spec-compliant one at /tools/llms-txt-generator.

warnSitemap presentDiscoverability

sitemap.xml reachable but not referenced from robots.txt, so agents may miss it.

Fix: Publish /sitemap.xml and reference it from robots.txt with a Sitemap: line.

failLink response headersDiscoverability

No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.

Fix: Emit `Link:` headers for canonical, alternate-language, and describedby relations. Agents that fetch HEAD-only or stream-render rely on these.

failSchema type coverageStructured data

Page looks like Article|BlogPosting|NewsArticle / FAQPage; missing JSON-LD type(s): Article|BlogPosting|NewsArticle, FAQPage.

Fix: Align JSON-LD type to page purpose. Product pages without Product markup are skipped by agent shopping flows.

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Fix it

Generated, ready-to-ship files for the gaps above — copy them or download and drop them into your repo.

Add an llms.txt
Publish this at https://docs.djangoproject.com/llms.txt
# Django documentation | Django documentation | Django

> What docs.djangoproject.com offers, in one or two sentences an AI agent can quote.

## Key pages
- [Home](https://docs.djangoproject.com/)
- [Django documentation ¶](https://docs.djangoproject.com/)
- [First steps ¶](https://docs.djangoproject.com/)
- [Getting help ¶](https://docs.djangoproject.com/)
- [How the documentation is organized ¶](https://docs.djangoproject.com/)
- [The model layer ¶](https://docs.djangoproject.com/)
- [The view layer ¶](https://docs.djangoproject.com/)

## About
Describe what docs.djangoproject.com does, who it's for, and the primary action you want an
agent to be able to complete. Keep it factual and current.

What the agent receives

The agent’s-eye view
Django documentation | Django documentation | Django Skip to main content Django The web framework for perfectionists with deadlines. Menu Main navigation Overview Download Documentation News Code Issues Community Foundation &#9829; Donate Search Submit Toggle theme (current theme: auto) Toggle theme (current theme: light) Toggle theme (current theme: dark) Toggle Light / Dark / Auto color theme Documentation Getting Help Language: en zh-hans sv pt-br pl ko ja it id fr es el Documentation version: 6.0 dev 6.1 5.2 5.1 5.0 4.2 4.1 4.0 3.2 3.1 3.0 2.2 2.1 2.0 1.11 1.10 1.9 1.8 Django documentation ¶ Everything you need to know about Django. First steps ¶ Are you new to Django or to programming? This is the place to start! From scratch: Overview | Installation Tutorial: Part 1: Requests and responses | Part 2: Models and the admin site | Part 3: Views and templates | Part 4: Forms and generic views | Part 5: Testing | Part 6: Static files | Part 7: Customizing the admin site | Part 8: Adding third-party packages Advanced Tutorials: How to write reusable apps | Writing your first contribution to Django Getting help ¶ Having trouble? We’d like to help! Try the FAQ – it’s got answers to many common questions. Looking for specific information? Try the Index , Module Index or the detailed table of contents . Not found anything? See FAQ: Getting Help for information on getting support and asking questions to the community. Report bugs with Django in our ticket tracker . How the documentation is organized ¶ Django has a lot of documentation. A high-level overview of how it’s organized will help you know where to look for certain things: Tutorials take you by the hand through a series of steps to create a web application. Start here if you’re new to Django or web application development. Also look at the “ First steps ”. Topic guides discuss key topics and concepts at a fairly high level and provide useful background information and explanation. Reference guides contain technical reference for APIs and other aspects of Django’s machinery. They describe how it works and how to use it but assume that you have a basic understanding of key concepts. How-to guides are recipes. They guide you through the steps involved in addressing key problems and use-cases. They are more advanced than tutorials and assume some knowledge of how Django works. The model layer ¶ Django provides an abstraction layer (the “models”) for structuring and manipulating the data of your web application. Learn more about it below: Models: Introduction to models | Field types | Indexes | Meta options | Model class QuerySets: Making queries | QuerySet method reference | Lookup expressions Model instances: Instance methods | Accessing related objects Migrations: Introduction to Migrations | Operations reference | SchemaEditor | Writing migrations Advanced: Managers | Raw SQL | Transactions | Aggregation | Search | Custom fields | Multiple databases | Custom lookups | Query Expressions | Conditional Expressions | Database Functions Other: Supported databases | Legacy databases | Providing initial data | Optimize database access | PostgreSQL specific features The view layer ¶ Django has the concept of “views” to encapsulate the logic responsible for processing a user’s request and for returning the response. Find all you need to know about views via the links below: The basics: URLconfs | View functions | Shortcuts | Decorators | Asynchronous Support Reference: Built-in Views | Request/response objects | TemplateResponse objects File uploads: Overview | File objects | Storage API | Managing files | Custom storage Class-based views: Overview | Built-in display views | Built-in editing views | Using mixins | API reference | Flattened index Advanced: Generating CSV | Generating PDF Middleware: Overview | Built-in middleware classes The template layer ¶ The template layer provides a designer-friendly syntax for rendering the information to be presented to the user. Learn how this syntax can be used by designers and how it can be extended by programmers: The basics: Overview For designers: Language overview | Built-in tags and filters | Humanization For programmers: Template API | Custom tags and filters | Custom template backend Forms ¶ Django provides a rich framework to facilitate the creation of forms and the manipulation of form data. The basics: Overview | Form API | Built-in fields | Built-in widgets Advanced: Forms for models | Integrating media | Formsets | Customizing validation The development process ¶ Learn about the various components and tools to help you in the development and testing of Django applications: Settings: Overview | Full list of settings Applications: Overview Exceptions: Overview django-admin and manage.py: Overview | Adding custom commands Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics Deployment: Overview | WSGI servers | ASGI servers | Deploying static files | Tracking code errors by email | Deployment checklist The admin ¶ Find all you need to know about the automated admin interface, one of Django’s most popular features: Admin site Admin actions Admin documentation generator Security ¶ Security is a topic of paramount importance in the development of web applications and Django provides multiple protection tools and mechanisms: Security overview Disclosed security issues in Django Clickjacking protection Cross Site Request Forgery protection Cryptographic signing Security Middleware Content Security Policy Internationalization and localization ¶ Django offers a robust internationalization and localization framework to assist you in the development of applications for multiple languages and world regions: Overview | Internationalization | Localization | Localized web UI formatting and form input Time zones Performance and optimization ¶ There are a variety of techniques and tools that can help get your code running more efficiently - faster, and using fewer system resources. Performance and optimization overview Geographic framework ¶ GeoDjango intends to be a world-class geographic web framework. Its goal is to make it as easy as possible to build GIS web applications and harness the power of spatially enabled data. Common web application tools ¶ Django offers multiple tools commonly needed in the development of web applications: Authentication: Overview | Using the authentication system | Password management | Customizing authentication | API Reference Caching Logging Tasks framework Sending emails Syndication feeds (RSS/Atom) Pagination Messages framework Serialization Sessions Sitemaps Static files management Data validation Other core functionalities ¶ Learn about some other core functionalities of the Django framework: Conditional content processing Content types and generic relations Flatpages Redirects Signals System check framework The sites framework Unicode in Django The Django open-source project ¶ Learn about the development process for the Django project itself and about how you can contribute: Community: Contributing to Django | The release process | Team organization | The Django source code repository | Security policies | Mailing lists and Forum Design philosophies: Overview Documentation: About this documentation Third-party distributions: Overview Django over time: API stability | Release notes and upgrading instructions | Deprecation Timeline Previous page and next page Django documentation contents Getting started Back to Top Additional Information Support Django! Daniel Johansson donated to the Django Software Foundation to support Django development. Donate today! Browse Prev: Django documentation contents Next: Getting started Table of contents General Index Python Module Index You are here: Django 6.0 documentation Django documentation Getting help FAQ Try the FAQ — it's got answers to many common questions. Index , Module Index , or Table of Contents Handy when looking for specific information. D

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AgentSpeed score for docs.djangoproject.com
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Full breakdown

12 pass2 warn13 fail3 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 8 answer-time access agents allowed.
100/100
fail
Content-Signal directivesemerging
No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.
0/100
warn
llms.txt present
Found /llms.txt but missing H1 header and markdown links.
60/100
warn
Sitemap present
sitemap.xml reachable but not referenced from robots.txt, so agents may miss it.
70/100
fail
Link response headers
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
0/100
pass
Canonical URL
Canonical points to self: https://docs.djangoproject.com/en/6.0/.
100/100
fail
MCP server cardemerging
No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.
0/100
fail
OAuth authorization metadataemerging
No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.
0/100
fail
OAuth resource metadataemerging
No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.
0/100
fail
API catalog / OpenAPIemerging
No /.well-known/api-catalog (RFC 9727) and no /openapi.json|yaml. Publish one so agents that integrate with APIs can discover your endpoints.
0/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
fail
Markdown negotiationemerging
Accept: text/markdown returns HTML, not markdown. Serve a markdown variant of primary content when requested; agents summarize and cite it more reliably.
0/100
pass
Text-to-markup ratio
Visible text is 19.5% of HTML weight (10370/53301 bytes). Healthy.
89/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
pass
Heading hierarchy
Hierarchy is well-formed (1 H1, no skipped levels, 30 headings total).
100/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Page title
A concise <title> is present (52 chars).
100/100
fail
Meta description
No <meta name="description">. Agents use it as a page summary; add a 50–200 character description.
0/100
Structured data
fail
JSON-LD present
No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.
0/100
skip
Structured data validates
No JSON-LD blocks present; nothing to validate (covered by structured_data.jsonld_present).
fail
Schema type coverage
Page looks like Article|BlogPosting|NewsArticle / FAQPage; missing JSON-LD type(s): Article|BlogPosting|NewsArticle, FAQPage.
0/100
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
pass
Primary action reachable
Primary offering identified ("Django documentation") with price/CTA ("Getting started").
100/100
pass
Reachability
HTTP 200 after 1 redirect.
100/100
Performance
pass
Time to first byte
TTFB 254ms. Healthy.
80/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 52 KB.
100/100
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