Overview of the SEO Check
Meta information
100% 
Page quality
70% 
Page structure
60% 
Link structure
63% 
Server
46% 
External factors
100% 
SEO Score
Response time
0.77 s
File size
813.90 kB
Words
798
Media files
39
Number of links
7 internal / 61 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)
Ray manages, executes, and optimizes compute needs across AI workloads. It unifies infrastructure and enables any AI workload. Try it for free today.
The length of the meta description is perfect. (923 pixels out of 1000 max pixel length)
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
descriptionRay manages, executes, and optimizes compute needs across AI workloads. It unifies infrastructure and enables any AI workload. Try it for free today.
next-head-count15
langen-us
twitter:cardsummary_large_image
twitter:descriptionRay manages, executes, and optimizes compute needs across AI workloads. It unifies infrastructure and enables any AI workload. Try it for free today.
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:descriptionRay manages, executes, and optimizes compute needs across AI workloads. It unifies infrastructure and enables any AI workload. Try it for free today.
og:site_nameRay
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
This page contains 798 words. That's ok.
29.1% 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.
15 paragraphs were found on this page.
No placeholders texts or images were found.
There are no duplicates on the site.
The average number of words per sentence of 18.44 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.
The file size of the HTML document is very large (813.9 kB).
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 16 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
...23def9cfa01d25cb275/book-marked-line.pngdeveloper-training-icon
...71280df3b6295b3e22ca52286/slack-line.pngslack
...bf6a8a510df8/verified-badge-line__3_.pngcheckmark
...71247039c6da766ffed2/flashlight-line.pngflashlight
...c7933b391a2ed62ea726e/instacart-logo.svginstacart-logoinstacart-logo
...394d428d137d487db102db2e/cohere-logo.svgcohere-logocohere-logo
...a209c597d2fe168f74a3de2377/uber-logo.svguber-logouber-logo
...21aad1e345cc1907f4ace1f/spotify-logo.pngspotify-logospotify-logo
...35e16df8fc414f143902b8d/netflix-logo.svgnetflix-logonetflix-logo
...473cd1fa250df6f49a34eafc/openai-logo.svgopenai-logoopenai-logo
...12b1da15474eaacbea642c/doordash-logo.svgdoordash-logodoordash-logo
...603e3424e340729e4ecf6ed/niantic-logo.pngniantic-logoniantic-logo
...9539956ab1d1496a510552a/samsara-logo.svgsamsara-logosamsara-logo
...c7933b391a2ed62ea726e/instacart-logo.svginstacart-logoinstacart-logo
...394d428d137d487db102db2e/cohere-logo.svgcohere-logocohere-logo
...a209c597d2fe168f74a3de2377/uber-logo.svguber-logouber-logo
...21aad1e345cc1907f4ace1f/spotify-logo.pngspotify-logospotify-logo
...35e16df8fc414f143902b8d/netflix-logo.svgnetflix-logonetflix-logo
...473cd1fa250df6f49a34eafc/openai-logo.svgopenai-logoopenai-logo
...12b1da15474eaacbea642c/doordash-logo.svgdoordash-logodoordash-logo
...603e3424e340729e4ecf6ed/niantic-logo.pngniantic-logoniantic-logo
...9539956ab1d1496a510552a/samsara-logo.svgsamsara-logosamsara-logo
...2c527cfded04dfa96e21febc8/Frame_1374.pngseamless-scale
...a27f2b57c607cb3d0f11c4aa8/Frame_1374.pngpython-native
...c8d0af485d4994876968f27c7/Frame_1374.pngany-accelerator
...09701eaa7dc580b8bf8c7eff8/Frame_1374.pnglibs-devs
...e461fa14748d851628c93/Slide_16_9_-_1.pngData Preprocessing
...962a740308e0037ab6fad526ba6/Ray_logo.pngRay-logo
...0652e9e6bf9922996a750d5f3863/open-ai.svgopenai-circleopenai-circle
...50f4a7303d262f4001f4d044343/aws-logo.svgaws-logoaws-logo
...70d2d801c70e798fa1db2/ant-group-icon.svgant-group-iconant-group-icon
...77153510a0c889bda627600307/logo-uber.pnglogo-uberlogo-uber
...c89e507796e08bc234c79/instacart-logo.svginstacart-circleinstacart-circle
...39bb945b5fc19d32920f268/samsara-logo.svgsamsara-circlesamsara-circle
...afc3c834d4202bac81222c39/cohere-logo.svgcohere-circlecohere-circle
/_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)
Ray is the AI Compute Engine
Too many H1 headings
Headings
(Important)
There are 30 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 Ray is the AI Compute Engine
H1 Ray Libraries
H1 The AI Compute Engine for Every Workload
H1 Legacy You Can Lean On
H1 Get Started Today
H2 10,000+ organizations build with Ray
H2 Key Features
H3 Data Preprocessing
H3 40,000+
H3 32.5k
H3 1000+
H3 Get started with best-in-class distributed computing, only with Ray.
H4 Developer Training
H4 Ray Slack
H4 Get Expert Help
H4 Try Ray on Anyscale
H4 Seamless Scale
H4 Python Native with Ecosystem Integrations
H4 Unmatched Precision
H4 Libraries for Developers
H4 Libraries
H4 Documentation
H4 Learn
H4 Ecosystem
H4 Community
H5 Ray Data
H5 Ray Train
H5 Ray Tune
H5 Ray Serve
H5 Ray RLlib
Some internal links have dynamic parameters. All internal URLs, which are not marked as nofollow, should not contain dynamic parameters.
There are too few (7) internal links on this page.
1 links don't have an anchor text.
Every linktext is unique.
None of the anchor texts is too long.
There are too many external links (61) 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 Ray Core
https://www.anyscale.com/libra...External Subdomain Ray Data
https://www.anyscale.com/libra...External Subdomain Ray Train
https://www.anyscale.com/libra...External Subdomain Ray Tune
https://www.anyscale.com/libra...External Subdomain Ray Serve
https://www.anyscale.com/libra...External Subdomain Ray RLlib
https://docs.ray.io/?utm_sourc...External Subdomain Docs
https://www.anyscale.com/compa...External Subdomain Ray on Anyscale
https://raysummit.anyscale.com...External Subdomain Ray Summit 2024
https://discuss.ray.io/?utm_so...External Subdomain Discussion Forum
https://courses.anyscale.com/?...External Subdomain Training
https://www.anyscale.com/blog?...External Subdomain Blog
https://www.anyscale.com/event...External Subdomain Events
https://docs.ray.io/en/latest/...External Subdomain Ecosystem
https://www.ray.io/join-slackNo 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 Ray Core
https://www.anyscale.com/libra...External Subdomain Text duplicate Ray Data
https://www.anyscale.com/libra...External Subdomain Text duplicate Ray Train
https://www.anyscale.com/libra...External Subdomain Text duplicate Ray Tune
https://www.anyscale.com/libra...External Subdomain Text duplicate Ray Serve
https://www.anyscale.com/libra...External Subdomain Text duplicate Ray RLlib
https://docs.ray.io/?utm_sourc...External Subdomain Text duplicate Docs
https://www.anyscale.com/compa...External Subdomain Text duplicate Ray on Anyscale
https://raysummit.anyscale.com...External Subdomain Text duplicate Ray Summit 2024
https://discuss.ray.io/?utm_so...External Subdomain Text duplicate Discussion Forum
https://courses.anyscale.com/?...External Subdomain Text duplicate Training
https://www.anyscale.com/blog?...External Subdomain Text duplicate Blog
https://www.anyscale.com/event...External Subdomain Text duplicate Events
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ecosystem
https://docs.ray.io/?utm_sourc...External Subdomain Read Docs
https://www.anyscale.com/train...New window External Subdomain Developer Training Live or virtual training led by Ray experts at Anyscale, built by the creators of Ray. Sign Up →
IMG-ALT developer-training-icon
https://www.ray.io/join-slackRay Slack Join the conversation and connect with fellow AI practitioners on the Ray Community Slack. Sign Up →
IMG-ALT slack
https://www.anyscale.com/compa...New window External Subdomain Try Ray on Anyscale Anyscale is the best place to run Ray. Get leading performance, reliability, scale, and efficiency with Anyscale. Learn More →
IMG-ALT flashlight
https://docs.ray.io/en/latest/...External Subdomain Learn More
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Learn More
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Learn More
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Learn More
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Learn More
https://github.com/ray-project...New window External View our Github repo
https://www.ray.io/join-slackNew window Join Ray slack
https://docs.ray.io/?utm_sourc...External Subdomain Text duplicate Read Docs
https://www.ray.io/No Text
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray Core
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray Data
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray Train
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray Tune
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray Serve
https://docs.ray.io/en/latest/...External Subdomain Text duplicate Ray RLlib
https://docs.ray.io/?utm_sourc...External Subdomain Ray Documentation
https://www.anyscale.com/blog?...External Subdomain Blogs
https://courses.anyscale.com/?...External Subdomain Text duplicate Training
http://www.anyscale.com/events...External Subdomain Text duplicate Events
https://docs.ray.io/en/latest/...External Subdomain Ray Ecosystem
https://www.ray.io/communityCommunity
https://discuss.ray.io/?utm_so...External Subdomain Forums
https://github.com/ray-project...External GitHub
https://twitter.com/raydistrib...External Twitter
/join-slack?utm_source=ray_io&...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 0.77 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 4 CSS files. This may affect the page load time negatively.
This page loads 13 JavaScript files. This may affect the load time negatively.
The file size of the HTML document is very large (814 kB).

HTTP Response Header

NameValue
serverCowboy
report-to{"group":"heroku-nel","max_age":3600,"endpoints":[{"url":"https://nel.heroku.com/reports?ts=1729948419&sid=67ff5de4-ad2b-4112-9289-cf96be89efed&s=6I4iIjkb4XvyvFLVKtzKFWJoMn1gO31Od9MEruDogoo%3D"}]}
reporting-endpointsheroku-nel=https://nel.heroku.com/reports?ts=1729948419&sid=67ff5de4-ad2b-4112-9289-cf96be89efed&s=6I4iIjkb4XvyvFLVKtzKFWJoMn1gO31Od9MEruDogoo%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"14zki5cykyxhv0z"
content-typetext/html; charset=utf-8
cache-controls-maxage=60, stale-while-revalidate
varyAccept-Encoding
content-encodinggzip
dateSat, 26 Oct 2024 13:13:39 GMT
transfer-encodingchunked
via1.1 vegur
statuscode200
http_versionHTTP/1.1

External factors

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.

Links from Wikipedia

No links from Wikipedia were found.

Search preview

www.ray.io
Productionizing and scaling Python ML workloads simply | Ray
Ray manages, executes, and optimizes compute needs across AI workloads. It unifies infrastructure and enables any AI workload. Try it for free today.

Most important keywords

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

KeywordResultRecheck
Ray85%Check
AI Compute68%Check
AI workload67%Check
Compute66%Check
AI workloads65%Check
Ray manages64%Check
AI Compute Engine63%Check
Ray Data63%Check
Ray Train63%Check
Compute Engine60%Check

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