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Flower.ai - SEO Checker

Overview of the SEO Check

Meta information

95%

Page quality

88%

Page structure

62%

Link structure

97%

Server

100%

External factors

100%

SEO Score

SEO Score Widget

Response time

0.05 s

File size

84.00 kB

Words

713

Media files

Number of links

48 internal / 16 external

Task list of SEO Improvements 3 Tasks

Only use 1 H1 Heading in your text.Very important!
Use good alternative descriptions (alt attributes) for your images.Important!
Promote your page in social networks.Tip!

Meta specifications 95% achieved

Title

(Critically important)

Flower: A Friendly Federated Learning Framework

The length of the page title is perfect. (448 pixels out of 580 max pixel length)

There are no duplicate words in the title

Meta 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. (886 pixels out of 1000 max pixel length)

Meta Description

Crawlability

(Critically important)

There are no problems in accessing the website.

Search Engine Crawlers

Canonical URL

(Important)

https://flower.ai/index/

The specified canonical link points to a different page.

Canonical Tag

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

Declaring language in HTML

Alternate/Hreflang Links

(Somewhat important)

There are no alternate links specified on this page.

Hreflang

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.

Meta Tags

Domain

(Somewhat important)

The domain is no subdomain.

The domain length is good.

The domain does not contain non-latin characters.

Domain for SEO

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.

SEO-friendly URLs

Charset encoding

(Somewhat important)

The charset encoding (UTF-8) is set correctly.

Character Encoding

Doctype

(Nice to have)

The doctype HTML 5 is set correctly.

The doctype is placed at first in the HTML code.

HTML Doctype

Favicon

(Nice to have)

The favicon is linked correctly.

Favicon

Meta tags

Name	Value
viewport	width=device-width, initial-scale=1
description	A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
author	The Flower Authors
next-head-count	20
lang	en-gb
twitter:title	Flower: A Friendly Federated Learning Framework
twitter:description	A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
twitter:card	summary_large_image
twitter:image	/static/images/previews/1200x628/default.jpg
twitter:image:alt	A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
og:title	Flower: A Friendly Federated Learning Framework
og:description	A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
og:url	https://flower.ai/index/
og:image	/static/images/previews/1200x628/default.jpg
og:image:alt	A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
charset	utf-8

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Page quality 88% achieved

Content

(Critically important)

This page contains 713 words. That's ok.

21.2% 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.

11 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 11.54 words is good.

Content is King

Frames

(Critically important)

This page does not use a frameset.

Frames and framesets

Mobile optimization

(Somewhat important)

A viewport "width=device-width, initial-scale=1" is provided.

At least one Apple touch icon is specified.

Mobile Optimization

Bold and strong tags

(Somewhat important)

The usage of strong and bold tags is perfect. We recommend the use of up to 14 tags for this page.

Strong and Bold Tags

Image SEO

(Somewhat important)

14 images have no alt attribute. The content of alt attributes is used by search engines.

Image SEO

There are only a few social sharing widgets on the page. Make your website popular in social networks with social sharing widgets.

Social Sharing

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.

HTTPS

Media list

URL	Alt attribute	Title
...atic/media/hero.99093536.png&w=1200&q=75	No alt attribute provided
data:[...] Base64	No alt attribute provided
data:[...] Base64	University of Cambridge logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Brave Software logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Harvard University logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Orange logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Massachusetts Institute of Technology logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Samsung AI logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Technical University of Munich logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Siemens Healthineers logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	University of Oxford logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Accenture logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Gachon University logo
data:[...] Base64	No alt attribute provided
data:[...] Base64	Banking Circle logo
...atic/media/00_fl.0d4def05.png&w=640&q=75	What is Federated Learning?
...atic/media/01_fl.ec1695e2.png&w=640&q=75	Get started with Flower
...atic/media/02_fl.8bfd4764.png&w=640&q=75	Use a federated learning strategy
data:[...] Base64	Code editor with Flower code
data:[...] Base64	No alt attribute provided
data:[...] Base64	Flower Logo
...condary-w-border.411ce221.png&w=128&q=75	Flower Logo

Page structure 62% achieved

H1 heading

(Critically important)

Flower A Friendly Federated Learning Framework

Too many H1 headings

H1-H6 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.

H1-H6 headings

Heading structure

Heading level	Content
H1	Flower A Friendly Federated Learning Framework
H1	0. Install Flower and TensorFlow
H1	1. client.py
H1	2. server.py
H1	00
H1	01
H1	02
H1	Getting Started
H2	Users love Flower
H2	Get Started
H2	_Why Flower?
H2	Join theCommunity!
H2	Footer
H3	A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
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
H3	Documentation
H3	Events
H3	Other
H3	Socials
H3	Legal

Link structure 97% achieved

Internal links

(Important)

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.

Internal Linking

External links

(Nice to have)

There are 16 external links on this page.

External Links

Found links on this page

Link	Attributes	Anchor text
https://www.youtube.com/@flowe...	External Subdomain	What's new?Visit Flower's YouTube Channel
https://www.youtube.com/@flowe...	External Subdomain Text duplicate	What's new?Visit Flower's YouTube Channel
/docs/framework/tutorial-serie...		Take the tutorial
/conf/flower-monthly/		Join us
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
/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...		MXNet→
/docs/framework/tutorial-quick...		scikit-learn→
/docs/framework/tutorial-quick...		XGBoost→
https://discuss.flower.ai/	External Subdomain	Join Flower Discuss
https://flower.ai/join-slack		Join Slack
https://github.com/adap/flower	New window External	Star on GitHub ⭐️
https://flower.ai/join-slack/		Slack
https://de.linkedin.com/compan...	External Subdomain	LinkedIn
https://twitter.com/flwrlabs	External	Twitter
https://github.com/adap/flower	External	GitHub
https://www.youtube.com/@flowe...	External Subdomain	YouTube
https://flower.ai/docs/framework/		Flower Framework
https://flower.ai/docs/baselines/		Flower Baselines
https://flower.ai/docs/android/		Flower Android SDK
/docs/ios/documentation/flwr/		Flower iOS SDK
https://github.com/adap/flower...	External	Flower C++ SDK
https://flower.ai/docs/examples/		Example Projects
/conf/flower-monthly/		Flower Monthly
/conf/flower-summit-2023/		Flower Summit 2023
/conf/flower-summit-2022/		Flower Summit 2022
/conf/flower-summit-2021/		Flower Summit 2021
https://flower.ai/blog/		Blog
https://discuss.flower.ai/	External Subdomain	Discuss
https://flower.ai/careers		Careers
https://flower.ai/pilot		Pilot Program
https://flower.ai/visuals		Flower Visuals
https://calendar.google.com/ca...	External Subdomain	Event Calendar
https://flower.ai/join-slack/	Text duplicate	Slack
https://de.linkedin.com/compan...	External Subdomain Text duplicate	LinkedIn
https://twitter.com/flwrlabs	External	Twitter / X
https://github.com/adap/flower	External 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

Server configuration 100% achieved

HTTP redirects

(Critically important)

This page redirects to "https://flower.ai/"

WWW Redirect

HTTP header

(Important)

No X-Powered HTTP header is sent.

This page uses GZip for compressed data transmission.

HTTP headers

Performance

(Somewhat important)

The page response time is excellent with 0.05 seconds.

The file size of the HTML document is fine (84 kB).

Page Speed

HTTP Response Header

Name	Value
age	1291
cache-control	public, max-age=0, must-revalidate
content-encoding	gzip
content-type	text/html; charset=utf-8
date	Fri, 31 May 2024 11:56:14 GMT
etag	W/"jxorn0prll1uax"
server	Vercel
strict-transport-security	max-age=63072000
x-frame-options	DENY
x-matched-path	/
x-vercel-cache	HIT
x-vercel-id	fra1::fra1::tznq5-1717157866227-43da0dbb68d3
statuscode	200
http_version	HTTP/2

External factors 100% achieved

Blacklists

(Nice to have)

This website is not classified "for adult only".

Blacklist

Backlinks

(Critically important)

This website has excellent links from other websites.

This page has backlinks from 378 referring domains.

This page has 4,013 backlinks.

This page has backlinks from 293 different ip addresses.

Backlinks

Facebook popularity

(Somewhat important)

The page has 32 shares and comments on Facebook.

Links from Wikipedia

No links from Wikipedia were found.

Robots.txt

# The /join-slack will redirect with 307 to the Slack invite link
User-agent: *
Disallow: /join-slack

Similar sites

Search preview

flower.ai

Flower: A Friendly Federated Learning 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.

Keyword	Result	Recheck
Flower	79%	Check
Learning	79%	Check
Federated	79%	Check
Federated Learning	79%	Check
Federated Learning Framework	78%	Check
Framework	76%	Check
Friendly Federated Learning	75%	Check
Friendly Federated Learning Framework	75%	Check
federated learning strategy	67%	Check
ML framework	65%	Check
Friendly	62%	Check
Start Flower	62%	Check
Install Flower	61%	Check
Flower client	60%	Check
Machine Learning	58%	Check
Flower Summit	58%	Check
Flower Monthly	58%	Check
Flower enables	58%	Check
evaluation	54%	Check
analytics	54%	Check
unified	54%	Check
approach	54%	Check
unified approach	54%	Check
workload	50%	Check
programming	50%	Check

Show more keywords and terms

Test up to 1.000 webpages of flower.ai with our free plan!

Easy troubleshooting for your entire website
Meta and on page check for each page
Automated check for keyword optimization

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No trial. It's just free!

Flower.ai - SEO Checker

Task list of SEO Improvements 3 Tasks

Meta specifications 95% achieved

(Critically important)

(Critically important)

(Critically important)

(Important)

(Somewhat important)

(Somewhat important)

(Somewhat important)

(Somewhat important)

(Somewhat important)

(Somewhat important)

(Nice to have)

(Nice to have)

Meta tags

Test up to 1.000 webpages of flower.ai with our free plan!

Page quality 88% achieved

(Critically important)

(Critically important)

(Somewhat important)

(Somewhat important)

(Somewhat important)

(Nice to have)

(Nice to have)

(Somewhat important)

Media list

Page structure 62% achieved

(Critically important)

(Important)

Heading structure

Link structure 97% achieved

(Important)

(Nice to have)

Found links on this page

Server configuration 100% achieved

(Critically important)

(Important)

(Somewhat important)

HTTP Response Header

External factors 100% achieved

(Nice to have)

(Critically important)

(Somewhat important)

Links from Wikipedia

Robots.txt

Similar sites

Search preview

Most important keywords

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