Pytorch.org - SEO Checker

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Overview of the SEO Check
Meta information
61% 
Page quality
80% 
Page structure
85% 
Link structure
85% 
Server
100% 
External factors
100% 
SEO Score
Response time
0.12 s
File size
47.70 kB
Words
1084
Media files
9
Number of links
67 internal / 31 external

Task list of SEO Improvements

Meta specifications

Title
(Critically important)
PyTorch
The page title is too short. (74 pixels of 580 max pixel length) Optimize title
The page title is only one word.
There are no duplicate words in the title
Meta description
(Critically important)
The meta description is empty.
Crawlability
(Critically important)
There are no problems in accessing the website.
Canonical URL
(Important)
No canonical link is specified.
Language
(Somewhat important)
Language detected in text: en
Language defined in HTML: en
Server location: United States of America
The following language is defined by HTML: en
Alternate/Hreflang Links
(Somewhat important)
There are no alternate links specified on this page.
Other meta tags
(Somewhat important)
There is no rel next meta tag on this page.
There is no rel prev meta tag on this page.
Domain
(Somewhat important)
The domain is no subdomain.
The domain length is good.
The domain does not contain non-latin characters.
Page URL
(Somewhat important)
No parameters were found in the URL.
No session ID was found in the URL.
The URL does not have too many subdirectories.
Charset encoding
(Somewhat important)
The charset encoding (UTF-8) is set correctly.
Doctype
(Nice to have)
The doctype HTML 5 is set correctly.
The doctype is placed at first in the HTML code.
Favicon
(Nice to have)
The favicon is linked correctly.

Meta tags

NameValue
viewportwidth=device-width, initial-scale=1.0
robotsindex, follow
descriptionEmpty
langen
twitter:imagehttps://pytorch.org/assets/images/social-share.jpg
twitter:cardsummary_large_image
twitter:titleEmpty
twitter:descriptionEmpty
og:imagehttps://pytorch.org/assets/images/social-share.jpg
og:localeen_US
og:typewebsite
og:titleEmpty
og:descriptionEmpty
og:site_namePyTorch
X-UA-Compatibleie=edge
charsetUTF-8

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Page quality

Content
(Critically important)
This page contains 1084 words. That's ok.
28% of the text are stop words.
Words from the H1 heading are used in the page content.
The page contains a listing, which indicates a good text layout.
12 paragraphs were found on this page.
The text content is perfect.
No placeholders texts or images were found.
There are no duplicates on the site.
The average number of words per sentence of 12.53 words is good.
Frames
(Critically important)
This page does not use a frameset.
Mobile optimization
(Somewhat important)
No Apple touch icon is specified.
A viewport "width=device-width, initial-scale=1.0" is provided.
Bold and strong tags
(Somewhat important)
The usage of strong and bold tags is perfect. We recommend the use of up to 22 tags for this page.
Image SEO
(Somewhat important)
4 images have no alt attribute. The content of alt attributes is used by search engines.
Social Networks
(Nice to have)
There are only a few social sharing widgets on the page. Make your website popular in social networks with social sharing widgets.
Additional markup
(Nice to have)
No additional page markup was found.
HTTPS
(Somewhat important)
This website uses HTTPS to protect privacy and integrity of the exchanged data.
All included files are also transferred via HTTPS.

Media list

URLAlt attributeTitle
/assets/images/logo-white.svgPyTorch logo
/assets/images/amazon-ads-logo.pngNo alt attribute provided
/assets/images/salesforce.pngNo alt attribute provided
/assets/images/stanford-university.pngNo alt attribute provided
/assets/images/logo-icon.svgPyTorch logo
/assets/images/pytorch-x.svgNo alt attribute provided

Page structure

H1 heading
(Critically important)
Get Started PyTorch logo
The H1 heading is perfect.
Headings
(Important)
There are 32 headings on the page. The amount of headings should be in a more proper relation to the amount of text.

Heading structure

Heading levelContent
H1 Get Started PyTorch logo
H2 Key Features & Capabilities
H2 Ecosystem
H2 Community
H2 Companies & Universities Using PyTorch
H2 Docs
H2 Tutorials
H2 Resources
H3 Blog
H3 PyTorch 2.4
H3 Membership Available
H3 Install PyTorch
H3 Quick Start With Cloud Partners
H4 Captum
H4 PyTorch Geometric
H4 skorch
H4 PyTorchDiscuss
H4 Slack
H4 中文文档
H4 파이토치(PyTorch)
H4 日本語(PyTorch)
H4 Maintainers
H4 ContributionGuide
H4 DesignPhilosophy
H4 Governance
H4 Contributors
H4 PyTorchTraining
H5 Production Ready
H5 Distributed Training
H5 Robust Ecosystem
H5 Cloud Support
H5 Feature Projects
Some internal link anchor texts are too long.
Some anchor texts are used more than once.
There are 1 links with a trivial anchor text.
The number of internal links is ok.
All internal links are not using dynamic parameters.
There are too many external links (31) on this page.

Found links on this page

LinkAttributesAnchor text
https://events.linuxfoundation...New window External Subdomain Learn more
https://pytorch.org/No Text
https://pytorch.org/get-startedGet Started Run PyTorch locally or get started quickly with one of the supported cloud platforms
https://pytorch.org/tutorials/Tutorials Whats new in PyTorch tutorials
/tutorials/beginner/basics/int...Learn the Basics Familiarize yourself with PyTorch concepts and modules
/tutorials/recipes/recipes_ind...PyTorch Recipes Bite-size, ready-to-deploy PyTorch code examples
/tutorials/beginner/introyt.htmlIntro to PyTorch - YouTube Series Master PyTorch basics with our engaging YouTube tutorial series
https://pytorch.org/ecosystemTools Learn about the tools and frameworks in the PyTorch Ecosystem
https://pytorch.org/Community Join the PyTorch developer community to contribute, learn, and get your questions answered.
https://discuss.pytorch.org/New window External Subdomain Forums A place to discuss PyTorch code, issues, install, research
https://pytorch.org/resourcesDeveloper Resources Find resources and get questions answered
/ecosystem/contributor-awards-...Contributor Awards - 2024 Award winners announced at this year's PyTorch Conference
https://pytorch.org/edgeAbout PyTorch Edge Build innovative and privacy-aware AI experiences for edge devices
/executorch-overviewExecuTorch End-to-end solution for enabling on-device inference capabilities across mobile and edge devices
https://pytorch.org/docsPyTorch Explore the documentation for comprehensive guidance on how to use PyTorch.
/pytorch-domainsPyTorch Domains Read the PyTorch Domains documentation to learn more about domain-specific libraries.
https://pytorch.org/blogPyTorch Blog Catch up on the latest technical news and happenings
/community-blogCommunity Blog Stories from the PyTorch ecosystem
https://pytorch.org/videosVideos Learn about the latest PyTorch tutorials, new, and more
/community-storiesCommunity Stories Learn how our community solves real, everyday machine learning problems with PyTorch
https://pytorch.org/eventsEvents Find events, webinars, and podcasts
https://pytorch.org/foundationPyTorch Foundation Learn more about the PyTorch Foundation.
/governing-boardGoverning Board
https://pytorch.org/contact-usContact Us
https://pytorch.org/joinBecome a Member
https://github.com/pytorch/pyt...External A-TITLE Go to PyTorch GitHub
https://pytorch.org/get-startedGet started
https://pytorch.org/blog/Trivial anchor text
Read more
/blog/pytorch2-4/Text duplicate Learn more
https://pytorch.org/joinJoin
https://pytorch.org/featuresSee all Features
/get-started/previous-versionsinstall previous versions of PyTorch
/get-started/previous-versionsPrevious versions of PyTorch
https://aws.amazon.com/pytorch/External Subdomain PyTorch on AWS
https://aws.amazon.com/sagemakerExternal Subdomain Amazon SageMaker
https://docs.aws.amazon.com/de...External Subdomain Anchor AWS Deep Learning Containers
https://docs.aws.amazon.com/dl...External Subdomain AWS Deep Learning AMIs
https://cloud.google.com/deep-...External Subdomain Cloud Deep Learning VM Image
https://cloud.google.com/ai-pl...External Subdomain Deep Learning Containers
https://azure.microsoft.com/en...External Subdomain PyTorch on Azure
https://docs.microsoft.com/en-...External Subdomain Azure Machine Learning
https://docs.microsoft.com/en-...External Subdomain Azure Functions
https://pytorch.org/ecosystemSee all Projects
/ecosystem/Captum/Captum Captum (“comprehension” in Latin) is an open source, extensible library for model interpretability built on PyTorch.
/ecosystem/pytorch-geometric/PyTorch Geometric PyTorch Geometric is a library for deep learning on irregular input data such as graphs, point clouds, and manifolds.
/ecosystem/skorch/skorch skorch is a high-level library for PyTorch that provides full scikit-learn compatibility.
https://discuss.pytorch.org/External Subdomain PyTorchDiscuss Browse and join discussions on deep learning with PyTorch.
https://bit.ly/ptslackExternal URL anchor text
Slack Discuss advanced topics. Request access: https://bit.ly/ptslack
https://pytorch.apachecn.org/External Subdomain 中文文档 Docs and tutorials in Chinese, translated by the community.
https://tutorials.pytorch.kr/External Subdomain 파이토치(PyTorch) Tutorials in Korean, translated by the community.
https://yutaroogawa.github.io/...External Subdomain 日本語(PyTorch) Tutorials in Japanese, translated by the community.
/docs/master/community/persons...Maintainers Learn about the PyTorch core and module maintainers.
/docs/master/community/contrib...ContributionGuide Learn how you can contribute to PyTorch code and documentation.
/docs/master/community/design....DesignPhilosophy PyTorch design principles for contributors and maintainers.
/docs/master/community/governa...Governance Learn about the PyTorch governance hierarchy.
/resources/contributorsContributors Stay up to date with the codebase and discover RFCs, PRs and more.
https://training.linuxfoundati...External Subdomain PyTorchTraining Further your education and career goals.
/blog/amazon-ads-case-study/Learn More
https://twitter.com/pytorchExternal No Text
https://pytorch.org/docsView Docs
https://pytorch.org/tutorialsView Tutorials
https://pytorch.org/resourcesView Resources
https://www.linuxfoundation.or...External Subdomain Privacy Policy
https://pytorch.org/IMG-ALT PyTorch logo
https://www.facebook.com/pytorchNew window External Subdomain A-TITLE PyTorch on Facebook
https://twitter.com/pytorchNew window External A-TITLE PyTorch on X
https://www.youtube.com/pytorchNew window External Subdomain A-TITLE PyTorch on YouTube
https://www.linkedin.com/compa...New window External Subdomain A-TITLE PyTorch on LinkedIn
https://www.linuxfoundation.or...External Subdomain Linux Foundation Policies
https://www.lfprojects.org/pol...External Subdomain LF Projects, LLC Policies
https://www.linuxfoundation.or...External Subdomain Text duplicate Privacy Policy
https://www.linuxfoundation.or...External Subdomain Terms of Use
https://pytorch.org/No Text
https://pytorch.org/get-startedGet Started
https://pytorch.org/tutorialsTutorials
/tutorials/beginner/basics/int...Learn the Basics
/tutorials/recipes/recipes_ind...PyTorch Recipes
/tutorials/beginner/introyt.htmlIntroduction to PyTorch - YouTube Series
https://pytorch.org/ecosystemTools
https://pytorch.org/Community
https://discuss.pytorch.org/External Subdomain Forums
https://pytorch.org/resourcesDeveloper Resources
/ecosystem/contributor-awards-...Contributor Awards - 2024
https://pytorch.org/edgeAbout PyTorch Edge
/executorch-overviewExecuTorch
https://pytorch.org/docsPyTorch
/pytorch-domainsPyTorch Domains
https://pytorch.org/blogPyTorch Blog
/community-blogCommunity Blog
https://pytorch.org/videosVideos
/community-storiesCommunity Stories
https://pytorch.org/eventsEvents
https://pytorch.org/foundationPyTorch Foundation
/governing-boardText duplicate Governing Board
https://pytorch.org/contact-usText duplicate Contact Us
https://pytorch.org/joinText duplicate Become a Member
https://github.com/pytorch/pyt...External Text duplicate A-TITLE Go to PyTorch GitHub
https://www.facebook.com/polic...External Subdomain Cookies Policy

Server configuration

HTTP redirects
(Critically important)
This page redirects to "https://pytorch.org/"
HTTP header
(Important)
No X-Powered HTTP header is sent.
This page uses GZip for compressed data transmission.
Performance
(Somewhat important)
The page response time is excellent with 0.12 seconds.
The file size of the HTML document is fine (48 kB).

HTTP Response Header

NameValue
serverGitHub.com
content-typetext/html; charset=utf-8
x-origin-cacheHIT
last-modifiedFri, 04 Oct 2024 13:57:38 GMT
access-control-allow-origin*
etagW/"66fff452-becb"
expiresSat, 05 Oct 2024 07:07:15 GMT
cache-controlmax-age=600
content-encodinggzip
x-proxy-cacheMISS
x-github-request-idA9FA:3E5D2D:52F0BC6:54EC8F5:6700E34B
accept-rangesbytes
dateSat, 05 Oct 2024 07:56:17 GMT
via1.1 varnish
age212
x-served-bycache-fra-eddf8230085-FRA
x-cacheHIT
x-cache-hits1
x-timerS1728114978.734942,VS0,VE1
varyAccept-Encoding
x-fastly-request-idd98eabdf5b5d39a65e486ec3880a80f5423aaa2d
content-length11435
statuscode200
http_versionHTTP/2

External factors

Blacklists
(Nice to have)
This website is not classified "for adult only".
This page is referenced by wikipedia.
This website has excellent links from other websites.
This page has backlinks from 14,793 referring domains.
This page has 2,247,836 backlinks.
This page has backlinks from 9,331 different ip addresses.
Facebook popularity
(Somewhat important)
The page has 0 shares and comments on Facebook.

Links from Wikipedia

You can find more links using Wikipedia search

Robots.txt

User-agent: *
Disallow: /docs/0.1.12/
Disallow: /docs/0.2.0/
Disallow: /docs/0.3.*
Disallow: /docs/0.4.*
Disallow: /docs/1.0.*
Disallow: /docs/1.1.0/
Disallow: /docs/1.2.0/
Disallow: /docs/1.3.*
Disallow: /docs/1.4.0/
Disallow: /docs/1.5.*
Disallow: /docs/1.6.0/
Disallow: /docs/1.7.*
Disallow: /docs/1.8.*
Disallow: /docs/1.9.*
Disallow: /docs/master/

# libraries: torchx
Disallow: /torchx/*/
Allow: /torchx/latest/
Allow: /torchx/main/

# libraries: torchelastic
Disallow: /elastic/*/
Allow: /elastic/latest/

Similar sites

Search preview

pytorch.org
PyTorch

Most important keywords

Following keywords were found. You can check the keyword optimization of this page for each keyword.

KeywordResultRecheck
PyTorch81%Check
PyTorch locally or67%Check
PyTorch Ecosystem62%Check
Install PyTorch61%Check
PyTorch tutorials61%Check
PyTorch Geometric61%Check
Using PyTorch61%Check
PyTorch Project61%Check
PyTorch Foundation59%Check
PyTorch code59%Check
Show more keywords and terms

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