Flower.ai - SEO Checker

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Overview of the SEO Check
Meta information
100% 
Page quality
89% 
Page structure
62% 
Link structure
93% 
Server
100% 
External factors
100% 
SEO Score
Response time
0.10 s
File size
94.70 kB
Words
603
Media files
38
Number of links
69 internal / 17 external

Task list of SEO Improvements

Meta specifications

Title
(Critically important)
Flower: A Friendly Federated AI Framework
The length of the page title is perfect. (386 pixels out of 580 max pixel length)
There are no duplicate words in the title
Meta description
(Critically important)
A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
The length of the meta description is perfect. (884 pixels out of 1000 max pixel length)
Crawlability
(Critically important)
There are no problems in accessing the website.
Canonical URL
(Important)
https://flower.ai/
There is a valid canonical link specified.
Language
(Somewhat important)
Language detected in text: en
Language defined in HTML: en-gb
Server location: United States of America
The following language is defined by HTML: en-gb
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
descriptionA unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
authorThe Flower Authors
langen-gb
twitter:titleFlower: A Friendly Federated AI Framework
twitter:descriptionA unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
twitter:cardsummary_large_image
twitter:imagehttps://flower.ai/static/images/previews/1200x628/default.jpg
twitter:image:altA unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
og:titleFlower: A Friendly Federated AI Framework
og:descriptionA unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
og:urlhttps://flower.ai/
og:imagehttps://flower.ai/static/images/previews/1200x628/default.jpg
og:image:altA unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
charsetutf-8

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Page quality

Content
(Critically important)
This page contains 603 words. That's ok.
23.7% of the text are stop words.
Keywords used in the page title are also used in the page content. That's good!
Words from the H1 heading are used in the page content.
The page contains a listing, which indicates a good text layout.
10 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 10.04 words is good.
Frames
(Critically important)
This page does not use a frameset.
Mobile optimization
(Somewhat important)
A viewport "width=device-width, initial-scale=1" is provided.
At least one Apple touch icon is specified.
Bold and strong tags
(Somewhat important)
The usage of strong and bold tags is perfect. We recommend the use of up to 12 tags for this page.
Image SEO
(Somewhat important)
14 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
...a/logo_with_text.a0ff4459.png&w=256&q=75Flower
data:[...] Base64No alt attribute provided
data:[...] Base64Flower Intelligence
data:[...] Base64No alt attribute provided
data:[...] Base64University of Cambridge logo
data:[...] Base64No alt attribute provided
data:[...] Base64Harvard University logo
data:[...] Base64No alt attribute provided
data:[...] Base64Orange logo
data:[...] Base64No alt attribute provided
data:[...] Base64Massachusetts Institute of Technology logo
data:[...] Base64No alt attribute provided
data:[...] Base64Samsung AI logo
data:[...] Base64No alt attribute provided
data:[...] Base64Technical University of Munich logo
data:[...] Base64No alt attribute provided
data:[...] Base64Siemens Healthineers logo
data:[...] Base64No alt attribute provided
data:[...] Base64University of Oxford logo
data:[...] Base64No alt attribute provided
data:[...] Base64Accenture logo
data:[...] Base64No alt attribute provided
data:[...] Base64Gachon University logo
data:[...] Base64No alt attribute provided
data:[...] Base64Banking Circle logo
data:[...] Base64No alt attribute provided
data:[...] Base64National Health Service logo
...edia/index_auto.9d30d020.png&w=2048&q=75Federated Learning in Automotive
...a/index_finance.ecd97217.png&w=2048&q=75Federated Learning in Finance
...ndex_healthcare.2a90057b.png&w=3840&q=75Federated Learning in Healthcare
...media/index_iot.8505eabb.png&w=3840&q=75Federated Learning in IoT
...atic/media/00_fl.0d4def05.png&w=640&q=75What is Federated Learning?
...atic/media/01_fl.ec1695e2.png&w=640&q=75Get started with Flower
...atic/media/02_fl.8bfd4764.png&w=640&q=75Use a federated learning strategy
data:[...] Base64Code editor with Flower code
data:[...] Base64No alt attribute provided
data:[...] Base64Flower Logo
.../media/flwr-head.4d68867a.png&w=128&q=75Flower Logo

Page structure

H1 heading
(Critically important)
Flower A Friendly Federated AI Framework
Too many H1 headings
Headings
(Important)
There are 29 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 Flower A Friendly Federated AI Framework
H1 0. Install Flower
H1 1. Create Flower app
H1 2. Run Flower app
H1 00
H1 01
H1 02
H1 Getting Started
H2 A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
H2 Users love Flower
H2 Get Started
H2 _Why Flower?
H2 Join theCommunity!
H2 Footer
H2 Documentation
H2 Events
H2 Other
H2 Social
H2 Legal
H3 Check out the rest of the tutorials:
H3 Installation Guide
H3 PyTorch, TensorFlow, 🤗, ...?
H3 A unified approach to federated learning, analytics, and evaluation.
H3 Scalability
H3 ML Framework Agnostic
H3 Cloud, Mobile, Edge & Beyond
H3 Research to Production
H3 Platform Independent
H3 Usability
Some anchor texts are used more than once.
The number of internal links is ok.
None of the anchor texts is too long.
All internal links are not using dynamic parameters.
There are 17 external links on this page.

Found links on this page

LinkAttributesAnchor text
https://flower.ai/IMG-ALT Flower
https://flower.ai/docs/Docs
https://flower.ai/blog/Blog
https://discuss.flower.ai/External Subdomain Discuss
https://github.com/adap/flowerNew window External 6k
https://flower.ai/join-slack/New window Join Slack
/events/flower-ai-day-2025/Flower AI Day 2025 San FranciscoSept. 25
https://lu.ma/event/evt-XaAAqG...External Get Tickets
/events/flower-ai-day-2025/More Info
https://flower.ai/intelligence/Flower Intelligence (Preview Release)
https://flower.ai/intelligence/Text duplicate Flower Intelligence (Preview Release)
/docs/framework/tutorial-serie...Take the tutorial
/events/flower-ai-day-2025/IMG-ALT Flower Intelligence
https://flower.ai/testimonials/❤️ Show more users' feedback →
/docs/framework/tutorial-quick...PyTorch
/docs/framework/tutorial-quick...TensorFlow
/docs/framework/tutorial-quick...HuggingFace
/docs/framework/tutorial-quick...JAX
/docs/framework/tutorial-quick...Pandas
/docs/framework/tutorial-quick...fastai
/docs/framework/tutorial-quick...PyTorch-Lightning
/docs/framework/tutorial-quick...MXNet
/docs/framework/tutorial-quick...scikitlearn
/docs/framework/tutorial-quick...XGBoost
/industries/automotive/Automotive
IMG-ALT Federated Learning in Automotive
/industries/finance/Finance
IMG-ALT Federated Learning in Finance
/industries/healthcare/Healthcare
IMG-ALT Federated Learning in Healthcare
https://flower.ai/industries/iot/IoT
IMG-ALT Federated Learning in IoT
/docs/framework/tutorial-serie...Start now
/docs/framework/tutorial-serie...Text duplicate Start now
/docs/framework/tutorial-serie...Text duplicate Start now
/docs/framework/tutorial-serie...02 Use a federated learning strategy
/docs/framework/tutorial-serie...03 Build a strategy from scratch
/docs/framework/tutorial-serie...04 Customize the client
/docs/framework/how-to-install...Install Flower→
/docs/framework/tutorial-quick...PyTorch→
/docs/framework/tutorial-quick...TensorFlow→
/docs/framework/tutorial-quick...Hugging Face→
/docs/framework/tutorial-quick...JAX→
/docs/framework/tutorial-quick...Pandas→
/docs/framework/tutorial-quick...fastai→
/docs/framework/tutorial-quick...PyTorch-Lightning→
/docs/framework/tutorial-quick...MLX→
/docs/framework/tutorial-quick...scikit-learn→
/docs/framework/tutorial-quick...XGBoost→
https://discuss.flower.ai/External Subdomain Join Flower Discuss
https://flower.ai/join-slackText duplicate Join Slack
https://github.com/adap/flowerNew window External Star on GitHub ⭐️
https://flower.ai/join-slack/Slack
https://de.linkedin.com/compan...External Subdomain LinkedIn
https://twitter.com/flwrlabsExternal Twitter
https://github.com/adap/flowerExternal GitHub
https://www.youtube.com/@flowe...External Subdomain YouTube
https://flower.ai/docs/framework/Flower Framework
/docs/intelligence/Text duplicate Flower Intelligence
https://flower.ai/docs/datasets/Flower Datasets
https://flower.ai/docs/baselines/Flower Baselines
https://flower.ai/docs/examples/Example Projects
https://flower.ai/events/All Events
/events/flower-monthly/Flower Monthly
/events/flower-ai-day-2025/Flower AI Day 2025
/events/flower-ai-summit-2025/Flower AI Summit 2025
/events/flower-ai-summit-2024/Flower AI Summit 2024
/events/flower-summit-2023/Flower Summit 2023
/events/flower-summit-2022/Flower Summit 2022
/events/flower-summit-2021/Flower Summit 2021
https://calendar.google.com/ca...External Subdomain Event Calendar
https://flower.ai/blog/Text duplicate Blog
https://discuss.flower.ai/External Subdomain Text duplicate Discuss
https://flower.ai/careersCareers
https://flower.ai/pilotPilot Program
/benchmarks/llm-leaderboard/FlowerTune LLM
https://flower.ai/glossaryGlossary
https://flower.ai/visuals/Flower Visuals
https://flower.ai/research/Flower Research
https://flower.ai/enterprise/Flower Enterprise
https://flower.ai/join-slack/Text duplicate Slack
https://de.linkedin.com/compan...External Subdomain Text duplicate LinkedIn
https://twitter.com/flwrlabsExternal Twitter / X
https://github.com/adap/flowerExternal Text duplicate GitHub
https://www.youtube.com/@flowe...External Subdomain Text duplicate YouTube
https://space.bilibili.com/354...External Subdomain bilibili
https://flower.ai/imprint/Imprint
https://flower.ai/privacy/Privacy
https://trust.flower.ai/External Subdomain Trust Center
/legal/terms-of-service/Terms of Service

Server configuration

HTTP redirects
(Critically important)
This page redirects to "https://flower.ai/"
HTTP header
(Important)
No X-Powered HTTP header is sent.
The web server transmits the web page (HTML) in compressed form.
Performance
(Somewhat important)
The page response time is excellent with 0.10 seconds.
The file size of the HTML document is fine (95 kB).

HTTP Response Header

NameValue
age0
cache-controlprivate, no-cache, no-store, max-age=0, must-revalidate
content-encodingbr
content-typetext/html; charset=utf-8
dateSat, 28 Jun 2025 04:22:04 GMT
etagW/"fpb6hgmlmz22rw"
serverVercel
set-cookie199 Characters
strict-transport-securitymax-age=63072000
x-frame-optionsDENY
x-matched-path/
x-vercel-cacheMISS
x-vercel-idfra1::fra1::j8jvd-1751084524430-b3fcd88ea1f8
statuscode200
http_versionHTTP/2

External factors

This page is referenced by wikipedia.
This website has excellent links from other websites.
This page has backlinks from 526 referring domains.
This page has 2,225 backlinks.
This page has backlinks from 437 different ip addresses.

Links from Wikipedia

You can find more links using Wikipedia search

Robots.txt

# The /join-slack will redirect with 307 to the Slack invite link
User-agent: *
Disallow: /join-slack
Disallow: /docs/framework/v1*
Disallow: /docs/framework/v2*
Disallow: /docs/framework/v3*
Disallow: /docs/intelligence/

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flower.ai
Flower: A Friendly Federated AI Framework
A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.

Most important keywords

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

KeywordResultRecheck
Flower84%Check
Flower AI84%Check
Federated AI82%Check
Federated AI Framework80%Check
Federated79%Check
Friendly Federated AI Framework77%Check
Framework76%Check
Friendly Federated AI75%Check
Flower app69%Check
federated learning68%Check
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