Overview of the SEO Check
Meta information
80% 
Page quality
38% 
Page structure
70% 
Link structure
63% 
Server
65% 
External factors
100% 
SEO Score
Response time
0.47 s
File size
141.60 kB
Words
1524
Media files
51
Number of links
3 internal / 66 external

Task list of SEO Improvements

Meta specifications

Title
(Critically important)
Productionizing and scaling Python ML workloads simply | Ray
The length of the page title is perfect. (560 pixels out of 580 max pixel length)
There are no duplicate words in the title
Meta description
(Critically important)
Scale your compute-intensive Python workloads. From reinforcement learning to large-scale model serving, Ray makes the power of distributed compute easy and accessible to every engineer.
The meta description is too long: 1186 pixels from max. 1000 pixels. Optimize description
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-us
Server location: United States of America
The following language is defined by HTML: en-us
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
viewportinitial-scale=1.0, width=device-width
descriptionScale your compute-intensive Python workloads. From reinforcement learning to large-scale model serving, Ray makes the power of distributed compute easy and accessible to every engineer.
next-head-count15
langen-us
twitter:cardsummary_large_image
twitter:descriptionScale your compute-intensive Python workloads. From reinforcement learning to large-scale model serving, Ray makes the power of distributed compute easy and accessible to every engineer.
twitter:siteEmpty
twitter:titleProductionizing and scaling Python ML workloads simply | Ray
twitter:imagehttps://images.ctfassets.net/bguokct8bxgd/36XNGCurPrJ5T8H1xMe9Be/4d2518228938f627a3805521ba8d7c4e/logo-ray.png
fb:app_idEmpty
og:titleProductionizing and scaling Python ML workloads simply | Ray
og:descriptionScale your compute-intensive Python workloads. From reinforcement learning to large-scale model serving, Ray makes the power of distributed compute easy and accessible to every engineer.
og:site_nameRay Banner
og:imagehttps://images.ctfassets.net/bguokct8bxgd/36XNGCurPrJ5T8H1xMe9Be/4d2518228938f627a3805521ba8d7c4e/logo-ray.png
X-UA-CompatibleIE=edge
charsetutf-8

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Page quality

Content
(Critically important)
Some words from the page title are not used within the pages content
Words from the H1 heading are not used in the page content.
There are 16 text duplicates on this page:
  • Duplicate 1: "One of the biggest problems that Ray helped us resolve is improving s...
  • Duplicate 2: "Ray has profoundly simplified the way we write scalable distributed p...
  • Duplicate 3: "Ant Group has deployed Ray Serve on 240,000 cores for model serving, ...
  • Duplicate 4: "We use Ray to run a number of AI workloads at Samsara. Since implemen...
  • Duplicate 5: “We chose Ray as the unified compute backend for our machine learning ...
  • Duplicate 6: "At OpenAI, we are tackling some of the world’s most complex and deman...
This page contains 1524 words. That's ok.
34.6% of the text are stop words.
The page contains a listing, which indicates a good text layout.
25 paragraphs were found on this page.
No placeholders texts or images were found.
The average number of words per sentence of 22.88 words is good.
Frames
(Critically important)
This page does not use a frameset.
Mobile optimization
(Somewhat important)
Multiple viewport tags are given. There should only be one.
No Apple touch icon is specified.
This page loads 13 JavaScript files. This may affect the load time negatively.
A viewport "width=device-width" is provided.
Bold and strong tags
(Somewhat important)
The usage of strong and bold tags is perfect. We recommend the use of up to 30 tags for this page.
Image SEO
(Somewhat important)
Alt text (alternative text) is correctly used on all found images.
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
/images/ray-summit-2024.pngRay Summit 2024 Logo
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...a209c597d2fe168f74a3de2377/uber-logo.svguber-logo
...21aad1e345cc1907f4ace1f/spotify-logo.pngspotify-logo
...394d428d137d487db102db2e/cohere-logo.svgcohere-logo
...c7933b391a2ed62ea726e/instacart-logo.svginstacart-logo
...12b1da15474eaacbea642c/doordash-logo.svgdoordash-logo
...35e16df8fc414f143902b8d/netflix-logo.svgnetflix-logo
...9539956ab1d1496a510552a/samsara-logo.svgsamsara-logo
...74ace188de9f86823c0f80/linkedin-logo.svglinkedin-logo
...603e3424e340729e4ecf6ed/niantic-logo.pngniantic-logo
...bf1752422e8c82cc86a4f1/pintrest-logo.pngpintrest-logo
...b7aa7d5d0c5627cee175e/linkedin-ya-xu.jpglinkedin-ya-xu
...4c6deb73682225/uber-albert-greenberg.jpguber-albert-greenberg
...f7f9e172b34f/niantic-brian-mcclendon.jpgniantic-brian-mcclendon
...f23f2881ad01a17c3bb9/aws-home-slider.jpgaws-home-slider.jpg
...50f4a7303d262f4001f4d044343/aws-logo.svgaws-logo
...c724cbca887df8744876d1/Slider-Cohere.jpgSlider-Cohere.jpg
...394d428d137d487db102db2e/cohere-logo.svgcohere-logo
...ebe5583686/paying-online-slider-home.jpgpaying-online-slider-home.jpg
...80cd9b6f12e3c0511be812/logo-antgroup.pnglogo-ant-group
...fc6c8a/truck-on-the-road-home-slider.jpgtruck-on-the-road-home-slider.jpg
...9539956ab1d1496a510552a/samsara-logo.svgsamsara-logo
...820d6f535c84425459b/uber-slider-home.jpguber-slider-home.jpg
...a209c597d2fe168f74a3de2377/uber-logo.svguber-logo
...d7cb8a3bd6ea/open-ai-image-with-logo.jpgopen-ai-image-with-logo.jpg
...473cd1fa250df6f49a34eafc/openai-logo.svgopenai-logo
...f23f2881ad01a17c3bb9/aws-home-slider.jpgaws-home-slider.jpg
...50f4a7303d262f4001f4d044343/aws-logo.svgaws-logo
...c724cbca887df8744876d1/Slider-Cohere.jpgSlider-Cohere.jpg
...394d428d137d487db102db2e/cohere-logo.svgcohere-logo
...ebe5583686/paying-online-slider-home.jpgpaying-online-slider-home.jpg
...80cd9b6f12e3c0511be812/logo-antgroup.pnglogo-ant-group
...fc6c8a/truck-on-the-road-home-slider.jpgtruck-on-the-road-home-slider.jpg
...9539956ab1d1496a510552a/samsara-logo.svgsamsara-logo
...820d6f535c84425459b/uber-slider-home.jpguber-slider-home.jpg
...a209c597d2fe168f74a3de2377/uber-logo.svguber-logo
...d7cb8a3bd6ea/open-ai-image-with-logo.jpgopen-ai-image-with-logo.jpg
...473cd1fa250df6f49a34eafc/openai-logo.svgopenai-logo
...f23f2881ad01a17c3bb9/aws-home-slider.jpgaws-home-slider.jpg
...50f4a7303d262f4001f4d044343/aws-logo.svgaws-logo
...c724cbca887df8744876d1/Slider-Cohere.jpgSlider-Cohere.jpg
...394d428d137d487db102db2e/cohere-logo.svgcohere-logo
...ebe5583686/paying-online-slider-home.jpgpaying-online-slider-home.jpg
...80cd9b6f12e3c0511be812/logo-antgroup.pnglogo-ant-group
...fc6c8a/truck-on-the-road-home-slider.jpgtruck-on-the-road-home-slider.jpg
...9539956ab1d1496a510552a/samsara-logo.svgsamsara-logo
/_next/static/media/github.75d590db.pngGithub
/_next/static/media/twitter.5895575a.pngTwitter
/_next/static/media/linkedin.f7261874.pngLinkedIn
/_next/static/media/facebook.f143cd5e.pngFacebook

Page structure

H1 heading
(Critically important)
Last Chance to Register
Too many H1 headings
Headings
(Important)
The heading structure is perfect.

Heading structure

Heading levelContent
H1 Last Chance to Register
H1 Effortlessly scale your most complex workloads
H2 HEAR FROM LEADERS DEVELOPING THE NEXT GENERATION OF AI APPLICATIONS USING RAY
H2 Ya Xu
H2 Albert Greenberg
H2 Brian McClendon
H2 Learn about Ray’s rich set of libraries and integrations
H2 Deep learning
H2 Hyperparameter tuning
H2 Model serving
H2 Reinforcement learning
H2 General Python apps
H2 Data processing
H2 Powered by Ray
H2 O'Reilly Learning Ray Book
H2 Supercharge your Ray journey with Anyscale
H3 Sep 30 - Oct 2 | SAN FRANCISCO
H4 LinkedIn
H4 Uber
H4 Niantic
H4 Libraries
H4 Documentation
H4 Learn
H4 Ecosystem
H4 Community
There are too few (3) internal links on this page.
Every linktext is unique.
None of the anchor texts is too long.
All internal links are not using dynamic parameters.
There are too many external links (66) on this page.
LinkAttributesAnchor text
https://www.ray.io/No Text
https://docs.ray.io/en/latest/...External Subdomain Get started
https://docs.ray.io/en/latest/...External Subdomain Use cases
https://docs.ray.io/en/latest/...External Subdomain Ray CoreScale general Python applications
https://docs.ray.io/en/latest/...External Subdomain Ray DataScale data ingest and preprocessing
https://docs.ray.io/en/latest/...External Subdomain Ray TrainScale machine learning training
https://docs.ray.io/en/latest/...External Subdomain Ray TuneScale hyperparameter tuning
https://docs.ray.io/en/latest/...External Subdomain Ray ServeScale model serving
https://docs.ray.io/en/latest/...External Subdomain Ray RLlibScale reinforcement learning
https://docs.ray.io/External Subdomain Docs
https://raysummit.anyscale.com...External Subdomain Ray Summit 2024The place for everything Ray
https://discuss.ray.io/External Subdomain Discussion ForumGet your Ray questions answered
https://training.anyscale.com/External Subdomain TrainingHands-on learning
https://www.anyscale.com/blogExternal Subdomain BlogUpdates, best practices, user-stories
https://www.anyscale.com/eventsExternal Subdomain EventsWebinars, meetups, office hours
https://docs.ray.io/en/latest/...External Subdomain EcosystemLibraries integrated with Ray
https://docs.ray.io/en/latest/External Subdomain CommunityConnect with us
https://forms.gle/9TSdDYUgxYs8...New window External No Text
https://console.anyscale.com/?...New window External Subdomain Get started with Ray
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get started
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Use cases
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray CoreScale general Python applications
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray DataScale data ingest and preprocessing
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray TrainScale machine learning training
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray TuneScale hyperparameter tuning
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray ServeScale model serving
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray RLlibScale reinforcement learning
https://docs.ray.io/External Subdomain Text duplicate Docs
https://raysummit.anyscale.com...External Subdomain Text duplicate Ray Summit 2024The place for everything Ray
https://discuss.ray.io/External Subdomain Text duplicate Discussion ForumGet your Ray questions answered
https://training.anyscale.com/External Subdomain Text duplicate TrainingHands-on learning
https://www.anyscale.com/blogExternal Subdomain Text duplicate BlogUpdates, best practices, user-stories
https://www.anyscale.com/eventsExternal Subdomain Text duplicate EventsWebinars, meetups, office hours
https://docs.ray.io/en/latest/...External Subdomain Text duplicate EcosystemLibraries integrated with Ray
https://docs.ray.io/en/latest/External Subdomain Text duplicate CommunityConnect with us
https://raysummit.anyscale.com...New window External Subdomain Register Now
https://docs.ray.io/en/latest/...External Subdomain Get Started
https://forms.gle/9TSdDYUgxYs8...New window External Join the conversation on slack
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get Started
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get Started
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get Started
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get Started
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get Started
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Get Started
https://www.anyscale.com/resou...New window External Subdomain Get your free copy
https://www.anyscale.com/platformNew window External Subdomain Learn more about anyscale
https://www.ray.io/No Text
https://docs.ray.io/en/latest/...External Subdomain Ray Core
https://docs.ray.io/en/latest/...External Subdomain Ray Data
https://docs.ray.io/en/latest/...External Subdomain Ray Train
https://docs.ray.io/en/latest/...External Subdomain Ray Tune
https://docs.ray.io/en/latest/...External Subdomain Ray Serve
https://docs.ray.io/en/latest/...External Subdomain Ray RLlib
https://docs.ray.io/External Subdomain Ray Documentation
https://anyscale.com/blogExternal Blogs
https://training.anyscale.com/External Subdomain Training
https://www.anyscale.com/eventsExternal Subdomain Events
https://docs.ray.io/en/latest/...External Subdomain Ray Ecosystem
https://www.ray.io/communityCommunity
https://discuss.ray.io/External Subdomain Forums
https://github.com/ray-project...External GitHub
https://twitter.com/raydistrib...External Twitter
https://forms.gle/9TSdDYUgxYs8...External Slack
https://share.hsforms.com/1Ee3...External Subdomain Mailing List
https://github.com/ray-project...New window External IMG-ALT Github
https://twitter.com/anyscaleco...New window External Text duplicate IMG-ALT Twitter
https://www.linkedin.com/compa...New window External Subdomain IMG-ALT LinkedIn
https://www.facebook.com/Anysc...New window External Subdomain IMG-ALT Facebook
https://www.anyscale.com/priva...External Subdomain Privacy Policy

Server configuration

HTTP redirects
(Critically important)
This page redirects to "https://www.ray.io/"
HTTP header
(Important)
The X-powered header is sent within the response header. (unnecessary)
This page uses GZip for compressed data transmission.
Performance
(Somewhat important)
The page response time of 0.47 seconds is longer than the recommended limit of 0.4 seconds. A high response time unnecessarily slows down search engine crawling and results in bad user experience as well.
This page loads 13 JavaScript files. This may affect the load time negatively.
This page only loads 3 CSS files. That's ok.
The file size of the HTML document is fine (142 kB).

HTTP Response Header

NameValue
serverCowboy
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reporting-endpointsheroku-nel=https://nel.heroku.com/reports?ts=1727150566&sid=67ff5de4-ad2b-4112-9289-cf96be89efed&s=R%2BtiXrf90D3x%2FfuMYV55LO0%2Fqcdm%2BWYNMA2Aep2TNjg%3D
nel{"report_to":"heroku-nel","max_age":3600,"success_fraction":0.005,"failure_fraction":0.05,"response_headers":["Via"]}
connectionkeep-alive
x-powered-byNext.js
x-nextjs-cacheSTALE
etag"121vdy06h3j33tk"
content-typetext/html; charset=utf-8
cache-controls-maxage=60, stale-while-revalidate
varyAccept-Encoding
content-encodinggzip
dateTue, 24 Sep 2024 04:02:46 GMT
transfer-encodingchunked
via1.1 vegur
statuscode200
http_versionHTTP/1.1

External factors

Blacklists
(Nice to have)
This website is not classified "for adult only".
This website has excellent links from other websites.
This page has backlinks from 497 referring domains.
This page has 2,070 backlinks.
This page has backlinks from 399 different ip addresses.
Facebook popularity
(Somewhat important)
The page has 0 shares and comments on Facebook.

Links from Wikipedia

No links from Wikipedia were found.

Search preview

www.ray.io
Productionizing and scaling Python ML workloads simply | Ray
Scale your compute-intensive Python workloads. From reinforcement learning to large-scale model serving, Ray makes the power of distributed compute easy and accessible to every engineer.

Most important keywords

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

KeywordResultRecheck
Ray80%Check
Learning Ray66%Check
Python62%Check
workloads61%Check
Python workloads61%Check
Ray ecosystem60%Check
Ray Serve58%Check
Ray Tune58%Check
Ray train58%Check
learning54%Check

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