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Optimisation des charges de travail I/O par le profilage en Python

Optimisation des charges de travail I/O par le profilage en Python

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Le profilage en Python est un outil puissant pour optimiser les charges de travail I/O. Il permet d’analyser et de comprendre le comportement des applications et de trouver des moyens d’améliorer les performances.

Optimiser les charges de travail I/O en Python

Testing the Performance

Once you have identified the type of I/O workloads, the next step is to test the performance. This can be done by running the code and measuring the time taken for execution. This will help you understand the areas that need to be optimized. You can also use profiling tools like cProfile and line_profiler to measure the performance of individual functions. These tools provide detailed information about the time taken for each function to execute.

Optimizing the Performance

Once you have identified the areas that need optimization, you can start applying strategies to reduce or manage the bottlenecks. For example, if your code involves multiple disk I/O operations, you can use caching to reduce the number of disk reads and writes. Similarly, if your code involves network I/O, you can use asynchronous programming techniques to improve the performance. Finally, if your code involves database I/O, you can use query optimization techniques to reduce the number of database queries.

Identifier les charges de travail d’E/S

Comprendre le type de charges de travail d’E/S est essentiel comme première étape. Est-ce qu’ils impliquent des opérations d’E/S sur disque, telles que des opérations de lecture/écriture de fichiers, des opérations d’E/S réseau, qui incluent la transmission de données sur un réseau, ou des opérations d’E/S de base de données, comprenant les interactions avec une base de données? Des techniques d’optimisation distinctes s’appliquent à chaque catégorie. J’ai pris en compte les goulots d’étranglement liés aux opérations E/S réseau et aux opérations de lecture/écriture de fichiers pour cet article.

Tester les performances

Une fois que vous avez identifié le type de charges de travail d’E/S, la prochaine étape consiste à tester les performances. Cela peut être fait en exécutant le code et en mesurant le temps nécessaire à son exécution. Cela vous aidera à comprendre les domaines qui doivent être optimisés. Vous pouvez également utiliser des outils de profilage tels que cProfile et line_profiler pour mesurer les performances de chaque fonction. Ces outils fournissent des informations détaillées sur le temps nécessaire à l’exécution de chaque fonction.

Optimiser les performances

Une fois que vous avez identifié les domaines qui doivent être optimisés, vous pouvez commencer à appliquer des stratégies pour réduire ou gérer les goulots d’étranglement. Par exemple, si votre code implique plusieurs opérations d’E/S sur disque, vous pouvez utiliser le cache pour réduire le nombre de lectures et d’écritures sur disque. De même, si votre code implique des opérations d’E/S réseau, vous pouvez utiliser des techniques de programmation asynchrones pour améliorer les performances. Enfin, si votre code implique des opérations d’E/S de base de données, vous pouvez utiliser des techniques d’optimisation des requêtes pour réduire le nombre de requêtes vers la base de données.

L’optimisation des charges de travail d’E/S en Python implique généralement la compréhension des goulots d’étranglement et l’application de stratégies pour les réduire ou les gérer. Le profilage est une ét

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Les 5 avantages de la lignée des données.

Les 5 avantages de la lignée des données.

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La lignée des données est un outil puissant qui offre de nombreux avantages : une meilleure visibilité, une traçabilité accrue, une meilleure qualité des données, une meilleure productivité et une plus grande sécurité.

## Les avantages de la lignée des données : comment elle améliore la qualité, la gouvernance, la transparence, le dépannage et l’optimisation des ressources

L’exigence de données précises et fiables n’a jamais été aussi critique. La lignée des données, un concept qui gagne en attention, est fondamentale pour assurer l’intégrité des données de la création à la consommation.

Cet article explore les cinq principaux avantages de la lignée des données, mettant en lumière comment elle améliore la qualité des données, la gouvernance, la transparence, le dépannage et l’optimisation des ressources. Rejoignez-nous alors que nous plongeons dans le pouvoir transformateur de la lignée des données dans la gestion des données moderne.

La lignée des données est un processus qui trace le flux des données à travers les systèmes et les bases de données. Il permet de suivre les données à chaque étape de leur cycle de vie, en documentant leur origine et leurs transformations. Les entreprises peuvent utiliser la lignée des données pour garantir la qualité des données, améliorer la gouvernance des données, accroître la transparence et optimiser les ressources.

La qualité des données est l’un des principaux avantages de la lignée des données. La lignée des données permet aux entreprises de comprendre comment les données sont produites et transformées, ce qui facilite leur analyse et leur interprétation. Cela permet aux entreprises d’identifier et de corriger rapidement les erreurs et les incohérences dans les bases de données. La lignée des données est également un outil précieux pour améliorer la gouvernance des données et garantir que les informations sont correctement stockées et accessibles.

La transparence est un autre avantage important de la lignée des données. Les entreprises peuvent utiliser la lignée des données pour documenter le flux de données à travers les systèmes et les bases de données. Cela permet aux entreprises de mieux comprendre leurs processus et leurs systèmes, ce qui peut aider à prévenir les erreurs et à améliorer la qualité des informations. La lignée des données peut également être utilisée pour trouver rapidement les sources d’erreurs et résoudre rapidement les problèmes.

Enfin, la lignée des données peut être utilisée pour optimiser les ressources. Les entreprises peuvent utiliser la lignée des données pour identifier les sources inutilisées ou redondantes de données et supprimer celles qui ne sont pas nécessaires. Cela permet aux entreprises d’améliorer l’efficacité et de réduire les coûts liés à la gestion des bases de données.

La lignée des données est un outil puissant qui peut aider les entreprises à améliorer la qualité des données, à améliorer la gouvernance des données, à accroître la transparence et à optimiser les ressources. En suivant le flux des données à travers les systèmes et les bases de données, les entreprises peuvent améliorer leur efficacité et réduire leurs coûts li

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Optimisation de clusters GKE: 14 tactiques pour un déploiement K8s plus fluide

Optimisation de clusters GKE: 14 tactiques pour un déploiement K8s plus fluide

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Découvrez comment optimiser vos clusters GKE et améliorer la fluidité de votre déploiement K8s grâce à ces 14 tactiques simples !

Comment s’assurer que votre cluster Google Kubernetes Engine est prêt pour les tempêtes à venir ?

Premièrement, l’optimisation de la sécurité. En tant qu’ingénieur informatique enthousiaste, je sais que la sécurité est une priorité absolue. Vous devez donc veiller à ce que votre cluster GKE soit protégé contre les menaces extérieures. Pour ce faire, vous devez configurer la sécurité des nœuds, définir des règles de pare-feu et utiliser des certificats TLS pour vous assurer que votre cluster est sûr et sécurisé. Vous devez également mettre en œuvre des contrôles d’accès et des stratégies de sécurité pour vous assurer que vos données et vos applications sont protégées.

Deuxièmement, l’optimisation de la disponibilité. Pour assurer une disponibilité maximale de votre cluster GKE, vous devez configurer le nombre de nœuds et leurs tailles pour répondre aux exigences de votre application. Vous devez également configurer des réplicas pour vos services et définir des règles de mise à l’échelle pour vous assurer que votre application est toujours disponible. Enfin, vous devez mettre en place des outils de surveillance pour vous assurer que votre cluster est toujours opérationnel.

Enfin, l’optimisation des coûts. Pour optimiser les coûts liés à votre cluster GKE, vous devez configurer le nombre de nœuds et leurs tailles pour répondre aux exigences de votre application. Vous pouvez également utiliser des outils tels que le codage pour réduire les coûts en réutilisant le code existant et en automatisant certaines tâches. Vous pouvez également utiliser des outils tels que Kubernetes pour optimiser les performances et réduire les coûts en répartissant les charges de travail sur plusieurs nœuds.

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Why Web Design Still Matters in 2023

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As we move into 2023, there are an increasing number of ways companies can engage with their customers. And as the number of apps, browser extensions, social media feeds, newsletters, vlogs, and podcasts grows, you can be forgiven for thinking that websites are a little less essential than they were in say, 2021.

However, the truth is that websites remain an irreplaceable part of the digital landscape and they will continue to be into 2023 and beyond.

Websites, as the keystone of a centralized, privately run digital experience couldn’t be more relevant. Unlike competing technologies, websites allow almost total control of their source code, and that provides an opportunity for skilled designers and developers to compete against the biggest names in their clients’ industries in a way that simply isn’t possible in tightly governed systems like social media.

Not only does quality web design help businesses increase their traffic, but it can increase the quality of that traffic; an attractive and user-friendly web page will encourage web users to stay on the page longer, and explore more of the content it links to.

Websites vs. Social Media

For many brands, the option they turn to for connecting with customers is social media. Particularly platforms like Facebook and Instagram. While billions of us are happy to while away our free time on social media, it’s not a great platform for informed decision-making or task fulfillment. For any form of productivity, websites are superior:

  • Flexibility: Websites can be customized to suit a company’s vision and values, whereas social media tends to magnify accounts that reflect its own values.
  • Ownership: When you publish on your website you own your content, when you post to social media the platform tends to own your content.
  • Investment: As we’ve seen recently with a certain bird-themed social network, you can spend years investing time in your social media channel only to have it canceled by an individual with his own agenda.
  • Findability: Websites are discoverable on search engines, and although algorithms govern these search engines, competition across different search engines keeps search algorithms honest. Social media networks each use a single algorithm making them free to skew browsing any way they choose.
  • Scaleability: Websites can take advantage of the latest technologies to improve user experience, on social media user experience is governed by the network’s decisions.

Websites vs. Apps

When it comes to owning a piece of the internet, a connected app feels like ownership. However, websites have a number of benefits over an app, from a superior user experience to lower development costs. And ultimately, apps are also controlled by 3rd parties.

  • Accessibility: Websites are universally accessible, while apps are usually limited to certain operating systems or platforms. If you want to distribute to devices, you’ll need to be approved by the store owner who can (and will) change the terms and conditions of store distribution without consulting you.
  • Flexibility: Websites provide a greater level of flexibility and scalability than apps.
  • Cost-effective: A simple website can be created and launched in a weekend, they are considerably more cost-effective to develop and maintain than apps.
  • Findability: Search engines have evolved around website technologies, and it is far easier to create a discoverable website than an app that ranks high in an app store.
  • Universality: Websites have lower entry costs for users, and there aren’t any downloads or purchases required.
  • 3rd-party features: Websites can integrate 3rd-party content like chatbots, payment gateways, and forms, that generally require licensing to include in an app.

Websites vs. Podcasts and Vlogs

There’s no question that podcasts and vlogs are engaging types of content. However, they are very limited when it comes to different kinds of experience. These tend to be passive, linear experiences. Even if your podcast opens itself up to listener interaction, your customers are still passive consumers.

  • Cost-effective: Websites can be set up very cheaply, podcasts and vlogs on the other hand require high-production values to compete.
  • Longevity: Well-written website content can remain relevant for years, the lifespan of a vlog or podcast is often just a few months.
  • Flexibility: Websites can embed podcasts and vlogs, as well as virtually any other content; podcasts and vlogs can only ever be podcasts and vlogs. Websites will continue to evolve long after podcasts are obsolete.
  • Simple: There is now a range of no-code options for creating a reliable website, meaning it can be done with little to no skills or experience. Podcasts and vlogs require a great deal of technical knowledge to produce.
  • Findability: As with other technologies, podcasts and vlogs can’t compete with websites when it comes to search engine optimization.
  • Faster: A well-designed website is much smaller than a podcast or vlog, making it cheaper and easier to access, especially on a cellular network.

Websites in 2023 and Beyond

In 2023 websites will still be a critical part of a successful business strategy and web designers will continue to be essential members of any team.

Websites continue to offer numerous benefits over other technologies including increased flexibility, cost-effectiveness, and superior search engine opportunities.

Unlike social media platforms that allow you to customize a few assets like avatars and colors, websites can be completely customized to fit the tone and style of a brand. Additionally, websites have a far lower barrier to entry than podcasts, vlogs, or apps. While apps may offer a richer set of features than a website, that is offset by the restrictions on platform and device capabilities that apps impose.

Websites will continue to evolve as the tech landscape changes. New ideas for consuming digital media will appear over time, offering unique new experiences — for example, mass adoption of AR (Augmented Reality) is just around the corner. However, the website is perfectly evolved for the types of simple customer interaction that businesses rely on, and will continue to matter in 2023 and beyond.

 

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10 Questions You Must Ask Before Hiring a Web Design Agency

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Finding a good web design agency is challenging, especially if you’re doing it for the first time. With so many options, it’s challenging to determine which best meets your needs.

The obvious place to start looking for a web design agency is by asking friends, family, and colleagues for personal recommendations, but bear in mind that they may not be qualified to judge your options objectively, and you’ll need to carry out due diligence on any web design agency recommended to you.

The process of researching and evaluating different design agencies can be time-consuming and complex. To make it easier, you must start with a clear understanding of your goals and expectations.

Begin by making a long list of web design agencies and freelance designers that might fit the bill. Then whittle it down to a shortlist by discounting anyone whose portfolio you don’t like — while design is about more than just subjective opinions, it’s also vital that you end up with a website you like and are proud to show off as part of your brand identity.

Now you have your shortlist, there are several key questions to pose to each potential candidate to ensure that they are the right fit for you. Here are the ten questions you should be asking to put you on track to finding your perfect website design partnership.

1. What types of website design services do you offer?

The first thing to realize is that there are many different kinds of websites, and as such, there are also many different kinds of website design services.

The types of website design services offered by web design agencies range from basic site creation to complex ecommerce solutions.

Basic web design services usually include developing and implementing a CMS (Content Management System) such as WordPress, Joomla, or Craft. Agencies may also provide more advanced services such as custom website design, SEO optimization, and web hosting.

Different agencies and freelancers specialize in various types of sites, so you must compare their solutions with your requirements.

2. Do you have any case studies of past projects I can review?

Experience matters when choosing a web design agency. Ask potential candidates about the years they have been in business and the types of projects they’ve worked on. New doesn’t necessarily mean low quality — plenty of great agencies are founded by experienced designers whose portfolios are owned by their previous employers.

However, it is easier to ensure a web design agency is a good fit for your project if you can review case studies of previous jobs. Case studies will provide valuable insights into their approach and techniques and how successful their clients have been.

3. Where are you based?

When it comes to web design agencies, there are pros and cons to hiring a local or remote team. On the one hand, working with a local agency can provide many advantages, such as in-person interaction and access to their resources. On the other hand, working with a remote team may offer greater flexibility, cost savings, and access to a global talent pool.

It’s essential to ask about an agency’s location to understand their services’ advantages and disadvantages.

Effective team communication is essential for any project, so you should check the working hours of any agency you select — you don’t want to wait overnight for answers to urgent queries.

4. Do you specialize in any particular industries or platforms?

Web design agencies may specialize in various industries and platforms, depending on the specific needs of their clients. For example, some might specialize in ecommerce solutions such as Shopify or WooCommerce, while others might focus on frameworks such as Vue or React.

Additionally, web design agencies may specialize in creating custom websites for specific industries, such as healthcare or finance.

Suppose you can locate a web design agency with previous experience developing websites for clients similar to you. In that case, they will be better placed to anticipate challenges specific to your project.

5. What is your process for designing websites?

Before hiring a web design agency, it’s essential to understand their approach to website design. For example, some agencies may take a more traditional “design and build” approach where they create the entire site from start to finish, while others may prefer to work with an existing template and make customizations.

Some design agencies use a traditional waterfall approach, while others adopt an agile methodology. Waterfall is a sequential process in which each step happens in isolation, whereas agile is an interactive approach with frequent testing and feedback.

Knowing how an agency prefers to work will help you establish realistic expectations about how they will integrate into your company culture.

5. Do you offer any additional services, such as SEO or hosting?

Website design agencies may offer a range of additional services, depending on the needs of their clients. Beyond website design and development, many agencies also provide SEO (search engine optimization) and web hosting services.

All reputable web design agencies will ensure that your website meets the minimum standard for technical SEO. But some agencies will also adapt your content to incorporate keywords and phrases related to your industry to help you increase website traffic once the site is launched.

When it comes to web hosting, your web design agency will help you choose the best type of hosting for your needs, but some agencies also provide hosting and will set up and manage a server for you.

6. How will the project be managed, and what is your timeline for completion?

When it comes to website design projects, timeline management is critical to ensure that your new website is delivered on time and within budget. Managing a website project requires careful planning and execution to keep everything on track.

You should also ask how the project will be managed throughout its lifecycle so that you can schedule your in-house timetables.

7. What type of maintenance can I expect after launching the website?

Launching your new website begins a long-term relationship with your web design agency. It’s essential to ask about their post-launch support process to ensure you have all the help and guidance you need. The agency should be able to provide comprehensive maintenance services such as bug fixing, content updates, and security checks.

Additionally, you should understand the process for making changes and requests after the website launch. Find out how quickly they can respond to your inquiries and the cost of any needed updates. This will help you plan your budget accordingly and avoid any unexpected fees.

9. How much will the project cost?

Speaking of costs, it’s vitally important to establish ballpark figures before you shortlist an agency. Like any industry, there is a wide range of different price points, dependent not just on the project but the marketability of the web design agency.

Make sure you ask for a comprehensive quote that outlines all the costs involved. Ask for a payment schedule so you know how much you’re expected to pay upfront. Check on any additional fees, such as maintenance or hosting.

Never adjust your project to secure a web design agency outside your budget. If you can’t afford a particular provider, strike them off your shortlist and move on to the next candidate.

10. What do you need from me?

As a client, there are several steps you need to take to ensure that your website design project runs smoothly. You will need to supply a detailed brief if nothing else.

You should be prepared to schedule regular feedback sessions so your agency can stay on track. You’ll probably need to supply brand materials such as logos, style guides, and any text, images, and videos you want to be included. The agency may want you to sign a contract, agree on a payment schedule, and pay an initial deposit.

Conclusion

Hiring a web design agency is challenging, especially if you don’t have the technical knowledge to assess an agency’s past work objectively.

By asking the questions above, you’ll get a solid sense of what the company is like to work for, how well they fit your corporate culture, and whether their proposed solution is within your budget.

The more questions you ask, the better informed you’ll be, and the more likely your website design project will succeed. Good luck!

 

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How We Reduced Online Serving Latency From 1.11s to 123.6ms With a Distributed SQL Database

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This post tells how a website with a distributed database reduced online serving latency from 1.11 s to 417.7 ms, and then to 123.6 ms. We found that some lessons learned on MySQL could be applied throughout the optimization process. But when we optimize a distributed database, we need to consider more.

The OSS Insight website displays the data changes of GitHub events in real time. It’s powered by TiDB Cloud, a MySQL-compatible distributed SQL database for elastic scale and real-time analytics.

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20 Best AI Writing Apps

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Artificial intelligence is the latest buzzword in the tech world. It’s everywhere and has been for a while, but AI-powered writing software is a relatively new concept.

AI Writing Software uses artificial intelligence to write articles, blog posts, and other content in your voice. The goal is to provide a tool that will save you time and energy so you can focus on different aspects of your business or life.

To help you get started, we’ve compiled a list of 20 AI writing software you can use to create content for your website, blog, or social media accounts.

1. Copy.ai 

Copy.ai uses Natural Language Processing (NLP) to produce high-quality content for your business, ebooks, blog posts, articles, product descriptions, social media content, and more. It can also be used to rewrite existing content so that you can use it on your website, blog, or social media pages.

Since it uses artificial intelligence to mimic human writing patterns and styles, the copy will be more natural and easier to read than the typical machine-generated text we’re used to seeing.

Copy.ai differs from traditional content creation tools because it doesn’t just offer suggestions on improving your current content; it generates new text based on what it thinks would be most relevant for the topic or audience.

Key Features: 

  • Pre-built Templates – Copy.ai has a ton of pre-built templates for different kinds of content. For example, you can see below that it has options for blogs, social media content, video, case studies, and more:

  • Different tones and variations – Get access to tones like friendly, persuasive, professional, luxury, witty, bold, and more to align the content with your writing style. It also creates multiple variations based on your input – you can pick the one you like or make more.

    To illustrate this, here’s a screenshot of the results we got while trying to write the introduction for this article using Copy AI. 

  • Writing and Brainstorming tools – You also get tons of writing tools, brainstorming tools, and personal tools. Writing tools include essay intro, cliffhanger generator, adjective accelerator, passive to active voice, verb booster, and the like. Brainstorming tools have a name generator, startup ideas, viral ideas, and more – while Personal tools include birthday cards, clubhouse bios, cover letters, love letters, and shower thoughts.

    You can save your content and then return to it later if you wish. Plus, the software’s user interface is easy to navigate, and the program is simple. 

Luciano Viterale, Co-founder of Ticker Nerd, also shares his experience with Copy.ai, 

“I’ve been experimenting with AI copywriting tools since GPT-3 was released. I have explored many of the popular tools. However, my favorite tool by far is Copy AI. They have an outstanding blogging outline feature; the UX is clean and easy to navigate, and the pricing is reasonable.

Copy AI also generated the name of my startup, “Ticker Nerd,” which is an investing newsletter that was recently acquired.”

That said, Viterale suggests that the blog outlines can be repetitive. He says, “one thing I don’t particularly like is that blog outlines include the same point repeatedly but articulated slightly differently, essentially adding no value.” 

Pros: 

  • Copy.ai produces content at least 80% as good as a human writer (and often better). The system continually learns, which means the more you use it, the better it gets. 
  • It has an extensive library of templates available for different requirements. 
  • It supports over 25 languages, including English, French, Spanish, Portuguese, German, Italian, Dutch, Russian, and more. 

Cons: 

  • Not suitable for long-form content. 
  • The content can get a bit repetitive after a while.  
  • The free plan lets you create only 2000 words per month. 

Pricing: 

It starts from $39 per month (if you pay yearly) for up to 40k words per month, unlimited copywriting tools, priority email support, Blog Wizard tool, support for 25+ languages, and five user seats. 

2. Jasper 

Jasper.ai is an AI copywriting tool that uses a combination of artificial intelligence (AI) and natural language processing (NLP) to create content based on user input. 

It helps you generate original content for your blogs, social media, websites, and more. Jasper also knows 10% of what’s on the internet and continues to learn more daily.

Just like Copy.ai, Jasper’s user interface is easy to use and navigate around. With its specific template for blog posts, articles, ebooks, and more, it’s also one of the few AI writing software suitable for long-form content. 

All you have to do is enter the title, your intended audience, tone of voice, and language options, along with the main point of your copy, and voila – Jasper can churn out a high-quality piece of content for you within seconds.

(Jasper Interface) 

Key Features: 

  • 50+ AI templates – Jasper.ai offers a variety of AI templates, including Blog Posts, Summary, Conclusion, Q&A, Ads, Videos, Social Media, Rewriter, Marketing Frameworks, Articles, and more. Each template has several use cases – for example, a blog has Blog Titles, Content Briefs, and Outlines.

Headline Generator

  • Boss Mode lets you write long-form content such as blog posts, stories, and books. It also allows you to organize your content into projects and find help with priority chat support, Grammarly integration, and plagiarism checks. You can also choose from 25 languages, including English, French, German, Italian, Spanish, Polish, and more.
  • SurferSEO Integration – If you have a Boss Mode plan, you can add SurferSEO to your Jasper account. This integration will enable you to find the best keywords, build a content strategy, create blog outlines, and more.

Content production using Surfer SEO Integration

Pros: 

  • No technical assistance is required.
  • Simple, easy-to-use interface.
  • Provides plagiarism-free content every time.
  • It helps you build a content strategy based on high-ranking topics and keywords.
  • Ready-to-use templates cover most of the use cases that a writer or marketer will need.
  • Excellent customer support is provided through live training sessions, live Q&A sessions, blogs, Facebook community, help docs, and emails.

Cons: 

  • Plagiarism-free content doesn’t always mean unique content.
  • Customer support options via chat or email are limited.

Pricing: 

It starts with $40/mo for 35K words, 50+ AI templates, 20+ languages, up to 5 seats, and chat support.

3. Rytr 

Rytr is a content generation tool that uses AI to generate high-quality, human-sounding content for emails, blogs, YouTube videos, and landing pages. 

It also supports multiple languages and tones and uses copywriting frameworks, including AIDA & PAS. And to ensure that your content is free of plagiarism, it comes with a built-in plagiarism checker.

Like Copy.ai. Rytr is also more suitable for short-form content and copywriting than long-form content. 

Key Features: 

  • 30+ languages – Rytr supports many languages, including English, Finnish, French, German, Greek, Italian, Japanese, Korean and Polish. It also uses a proprietary approach to support languages that are not supported by the limitations of GPT3.

Language Support

  • Use Cases: Rytr offers 40+ use cases, including Blog Section Writing, Blog Ideas & Outline, Brand Name, Business Idea Pitches, Call-to-action, Cover letters, Emails, and more.

    Each use case has a short description of what it’s about below it. Select the use case to write about, give a little context about what you want to write, and then select how many variants you want the AI to write for you (max is 3). 

You can also choose a creativity level by selecting one of 6 options, including Default, Non, Low, Medium, High, or Max.

Generating Blog Ideas & Outlines

  • Tone – You can add a personal touch to your content by choosing from over 18 tones, including Formal, Convincing, Inspirational, and more.

Writing in a formal tone.

Pros: 

  • Simple user interface.
  • Fast live chat support.
  • Using the magic command, you can produce content for poems, letters, and more.
  • Comes with an in-built tool for plagiarism checks.
  • Provides multiple resources for guidance.

Cons: 

  • Tone options are limited.
  • You will receive a small number of credits per month.

Pricing: 

It starts at $9/month for 100K characters per month. There is also a free plan with a 10K characters limit.

4. Writesonic 

Writesonic is a content-creation platform that uses generative artificial intelligence models to write SEO-optimized long-form blogs and articles. 

It has 65+ use cases or templates, including Article Writer 3.0, Landing Pages, Tweets, Quora Answers, Facebook Ads, and more.

You can easily create desired content by picking a suitable use case, typing a topic, and adding a paragraph of your own words. You can also set the language and quality level before generating it.

Generating Pros and Cons

Key Features: 

  • 24 Languages: You can produce content in 24 languages, including English, Dutch, French, German, Italian, Russian, Czech, Danish, Greek, Hungarian, and more. They’re also continually adding more language options.

Languages

  • Unconventional Use Cases: It’s got a more comprehensive range of templates, including Sentence Expander, Text Summary, Conclusion Writer, YouTube Outlines, LinkedIn Ad Descriptions, Analogy Maker, Question Generator, Song Lyrics, Definition, and more.
  • SEMrush and WordPress Integrations: Writesonic integrates with SEMrush, Zapier, and WordPress.org. SEMrush helps you optimize your content for search engines, and WordPress.org lets you publish your blog directly from Writesonic. Zapier integration enables you to automate your content from Writesonic.

SEMrush Integration

Pros: 

  • Easy to use.
  • The User Interface gives you step-by-step instructions and tips for how to use the tool more efficiently.
  • There are many unique use cases, including a hook generator, pros and cons generator, and landing page creator.
  • Free trial available.

Cons: 

  • Like other tools on this list, the copy may not always be accurate. 

Pricing: 

It starts at $10/month for 12K words, 70+ AI templates, a Landing page generator, a browser extension, Zapier integration, and more.

5. Grammarly Business 

Like most other tools on this list, Grammarly Business isn’t an AI-based content writer per se—it’s more like an AI-based writing assistant. Specifically, it checks your documents for grammar, spelling, plagiarism, and style mistakes.

Grammarly Business also provides feedback on your writing style so that you can improve as a writer over time. 

You can use Grammarly Business to:

  • Get suggestions to improve your writing style, including word choice and sentence structure.
  • Identify common grammatical mistakes and fix them in one click.
  • Improve your email response time by checking emails before they’re sent out.

It’s also ideal for larger teams of writers who need to access the same Grammarly accounts, enabling multiple users to edit documents simultaneously.

One of the best parts about this tool is that it integrates with every online writing space, including Google Docs. This allows you to write and edit simultaneously without waiting for one draft to be finished before making changes to the next.

Key Features: 

  • Custom Brand Tone: You can create multiple tone profiles to suit your needs and assign them to different Teams. You’ll also get real-time feedback on your tone and can adjust it while writing. Your tone can be anything from Joyful, Excited, Loving, and Surprised to Curious, Formal, and Cautionary.

Brand Tone Feedback

  • Grammar Checker: Grammarly gives you feedback on everything that can be improved in your writing – from typos to sentence structure. It also checks for grammar mistakes, spelling errors, and incorrect punctuation.
  • Style Guide: Grammarly Style Guide enables you to establish a uniform tone and style across all your teams. You can set a library of words, terms, and phrases that your teams should adhere to.

    You can also prevent them from using complex acronyms or jargon. Lastly, you can get feedback on how the performance has increased with the Style Guide.

Style Guide Analytics

Pros: 

  • Real-time feedback on errors and tone usage.
  • Grammarly gives instant, easy-to-understand feedback and lets you fix mistakes with just one click.
  • You can always add new words to the dictionary.

Cons: 

  • It flags passive voice as an error.
  • Grammarly is good at catching mistakes, but sometimes it corrects things unnecessarily.

Pricing: 

It starts at $15/month for one member, real-time feedback, style guide, snippets, brand tones, admin controls, and more.

6. Peppertype.ai 

Peppertype.ai is another AI-based content generation tool that claims to create content ten times faster, boost Google ranking, and optimize conversions.

It’s a simple but valuable tool for writers who need help getting started on their next article, email, or blog post.

Some of its use cases include a product review generator, Amazon product descriptions, personal bio, email subject lines, cold emails, paragraph writing, Google Ad copy, Meta descriptions, blog outlines, blog conclusion, and more.

Key Features: 

  • Projects: You can organize your content under Projects, which will group similar types of content so that you have an easier time finding and repurposing the content.

Projects

  • Output personalization: You can like or dislike the output so that the AI behind it can learn your preferences and improve its performance.

Personalizing output

Pros: 

  • If you invite your friends to use Peppertype.ai, join our community, write them a review, and schedule a training call, they’ll reward you with more word credits.
  • You can create teams, projects, and workspaces.
  • You can filter out unwanted results with annotations.

Cons: 

  • One seat is expensive, and the price increases with each added seat.

Pricing: 

It starts at $35/month for one user, 50K words, 40+ use cases, unlimited projects, customer support, and more.

7. Anyword 

Anyword is a copywriting AI that creates content tailored for your customers and target audiences. 

It has a unique feature – the predictive performance score to predict how well your copy will perform and engage with your audience. This helps you write optimized texts that boost your conversions.

It has 11 major use cases, including a social post generator, Instagram caption generator, sentence rewriter, AI writer tool, meta description generator, Ad copy, landing page, blog, and more. 

Generating Facebook Post

Although it can create blog post titles and outlines, it’s better suited for writing short-form content like ad copy, product descriptions, and headlines. When writing a blog post, it can generate the title, outline, and introduction before creating body paragraphs.

Key Features: 

  • Predictive Performance Score: This score is given to your copy based on its potential to perform well with your target audience. This can help you immediately improve your copy.

Predictive Performance Score

  • Website Triggered Messages: This feature helps you create and deploy multiple copy variations on your website and apply the best one automatically.

Pros: 

  • It offers a predictive performance score to optimize your copy beforehand.
  • It also offers a free social post generator. No sign-up is required.
  • It automatically creates and runs multiple copy variations to determine the best one.
  • A Freemium plan is available.

Cons: 

  • Limited use cases.
  • A bit expensive for the credits and the number of use cases it offers.

Pricing: 

It costs $24/month for 20K words and one seat.

8. Scalenut 

Scalenut uses Natural Language Processing (NLP) to produce content that ranks higher on search results. It also gives insights into statistics such as word count, grade level, H tags, readability, and the number of images you should use in your content piece. 

Aside from that, it offers a variety of use cases, including SEO Hub, AI Copywriter, Talent Network, Chrome Extension, Cruise Mode, and more. With these features, you can create content for blog ideas, product descriptions, website copies, blog intros, and more.

Key Features: 

  • Integrations: You can integrate Scalenut with SEMrush for keyword research, cluster boost, and Copyscape to check plagiarism.

App integrations

  • Cruise Mode: Cruise Mode helps you create blog content in 5 minutes. You just need to provide your blog post’s title, outline, and main points to get your intended content. You’ll also get a real-time quality score that helps you improve your search ranking.

Pros: 

  • It offers a quality score.
  • Affordable plans with a 7-day free trial.
  • 24*7 chat & email support.

Cons: 

  • Limited use cases and features.
  • Content quality is not consistent for all businesses.

Pricing: 

It starts at $12/month for 100K AI words, 5 SEO reports, 24*7 chat and email support, and more.

9. Frase.io 

Frase.io is an all-in-one AI writing tool that helps you, research competitors, develop content briefs, and produce and optimize content.

First, you’ll analyze your search competitors using Frase so you can see what your competition is writing about. Next, you can focus on Then, your overall outline or dig deeper by focusing on individual headlines, external links, statistics, etc. 

Next, use Frase’s AI writer to finish your draft. You can choose from dozens of use cases to generate content, including product descriptions, blog introductions, and more. You can even automatically expand on what you’re currently writing or rewrite what you’ve already written. 

Finally, you can optimize your draft using recommended keywords and readability scores. Again, Frase provides real-time feedback as you fill in the gaps. 

Key Features: 

  • AI Writing Tools: They include an AI content generator, introduction generator, outline generator, paraphrasing tool, paragraph rewriter, blog title generator, meta description generator, product description generator, slogan generator, summary generator, sentence rewriter, and more. 

Blog introduction generator

  • Content Analytics: It fetches data from Google Search Console to provide insights into organic growth, content decay, and keyword opportunities.

Frase Content Analytics

  • Integrations: It integrates with Google Docs, Google Search Console, and WordPress. It also offers a Chrome extension.

Frase Integrations

Pros: 

  • You can add multiple pages in a single doc.
  • It offers content analytics, allowing you to see which articles are getting the most traction and which ones are not.
  • It enables you to do competitors’ research.

Cons: 

  • Limited word credits in each plan.
  • Max 3 seats available.

Pricing: 

It starts at $14.99/month for one user, 20K AI characters, and four articles (write/optimize) per month. There’s also a 5-day free trial for $1. 

10. Surfer SEO 

Surfer SEO is an SEO tool and AI writing assistance that uses Natural Language Processing (NLP) and machine learning (ML) to help you manage and improve your content strategy.

Rather than creating the body of your copy, it helps you create outlines and optimize the content you write based on that outline. 

It helps you to evaluate your content and find places to improve it using its content score metric, competitor research, SERP analyzer, and keyword recommendations. It also offers a content planner that you can share with your team. 

Key Features: 

  • Outline Builder for Content Editor: The tool generates headlines and paragraphs based on your competitors’ postings. You can use that content as is or edit it by copy-pasting it into the editor. Content paragraphs are available in English, German, French, Polish, Swedish, and Dutch.

Outline Builder Content Builder

  • SEO Audit Tool: This tool performs step-by-step optimization on your website to improve your Google search results. When you pick an URL to audit, it provides suggestions such as missing backlinks, internal links, word count, and important keywords to use.

Terms to use

  • Content Planner: You can start with your content planner by keyword or domain. Based on your keywords, it comes up with clusters that you can use to create your content topics.

    However, there is a learning curve involved. You will need to understand topic clusters, search intent, and keyword difficulty, among other metrics.

Content Planner

Pros: 

  • Easy to use interface.
  • They offer a 7-day money-back guarantee – if you don’t find it helpful, you get your money back.
  • It identifies keyword stuffing and prevents you from doing so.

Cons: 

  • Each plan offers a limited number of pages that you can audit.

Pricing:

It starts at $49/month for one website tracking and ten articles/month.

11. Copysmith 

Copysmith markets itself as an AI content creation solution for teams. 

This AI writer is best suited for bulk and short-form content copy like product descriptions, blog templates, social media content, advertising content, and more.

Key Features: 

  • Use cases: It includes product descriptions, content enhancement, ads & social media, blog templates, and brainstorming. With Product descriptions, you can generate descriptions for eCommerce Products, Instagram, Amazon, eBay, Etsy, and Flipkart. Blog templates include blog titles, blog ideas, outlines, intro, Kickstarter, and more.

Product Description

  • Campaign Builder: It includes several AI templates to help you generate SEO-optimized product descriptions, Facebook posts, and Google ads in just a few seconds. 
  • Integrations: Copysmith integrates with Frase to use SEO data, Google Ads to publish campaigns, Microsoft Word to produce content, and WooCommerce for products.

Pros: 

  • It’s easy to use and generates SEO-optimized content.
  • It comes with an in-built plagiarism checker.
  • Provides good training material for new users.

Cons: 

  • Not suitable for long-form content. 

Pricing:  

It starts at $19/month for 75 credits, up to 40K words, and up to 20 plagiarism checks.

12. ClosersCopy  

ClosersCopy is an AI writing robot that provides various templates for producing marketing materials, including website content, sales copy, email marketing campaigns, and social media posts. This tool doesn’t require any special skills or training to create engaging text.

Key Features: 

  • Use cases: It includes Facebook & Google Ads, email subject lines, landing pages, sales copies, social media content, and more.
  • LongForm editor: You can create blog posts, articles, sales copies, and email marketing copies.
  • Drag-and-drop builders: The drag-and-drop content builder makes your tasks more manageable by allowing you to drag and drop elements on your copy. The only thing you need to do is provide some context at the time of configuring this builder.

Pros: 

  • Its user interface is easy to use and navigate.
  • You can easily create content with their drag-and-drop builder.
  • The video tutorials provide in-depth, step-by-step instructions for each process.
  • Tone analysis helps you understand the emotions in your writing.

Cons: 

  • No free plan or trial period is available.
  • More expensive than most other AI tools.

Pricing:  

It starts at $49.99/month for two seats, 300 AI runs, 50 SEO Audits, an SEO planner, Email support, and more.

13. LongShot AI

LongShot AI is another writing tool that can help you write SEO-friendly content. It comes with over 30 use cases and a plagiarism checker to ensure your content is original. 

While most of its use cases are for short-form content, you can use templates like the content expander, write more, or bullets to text generator to assist you with your long-form piece. 

Key Features: 

  • Use Cases: It includes content rephrasing, FAQ generator, headline generator, blog ideas generator, meta description generator, text extender, blog insights creator, headline intro generator, product description generator, FAB copywriting framework generator, content readability improver, sales email generator, video description generator, and more.

Headline Generator

  • Integrations: It integrates with WordPress to enable you to export AI-generated copies directly to WordPress. Its integration with SEMrush will help you write SEO-friendly content. Apart from these, LongShot AI will also provide integration with Hubspot and Grammarly soon.

LongShot X SEMrush

  • LongShot AI Community: The LongShot AI Community is a group of researchers and developers working on open artificial intelligence problems. Anyone can join and contribute to the research.

Pros: 

  • The free forever plan offers ten credits daily.
  • Community is a big help for new users.
  • It gives you multiple ways to know more about the product, including blog posts, help videos, customer support, and announcements.

Cons: 

  • Aside from the free plan, it’s costly, especially considering the limited number of use cases and credits.
  • Doesn’t have use cases for social media content.
  • Supports only eight languages.

Pricing: 

It starts at $49/month for 1000 monthly credits, one user, basic integrations, and more.

14. INK Editor

Inky is a suite of content marketing tools that include AI-powered tools: AI Writer, SEO Optimizer, Copy Assistant, and Content Planner. These features can be used individually or collectively, and the price will be adjusted accordingly.

The AI Writer offers unlimited credits and helps you write long-form and short-form content. In addition, you can re-edit the generated copy with a single click as often as you want. The tool also offers WordPress plugin integration and open-source export API.

In addition, you get access to use cases like product descriptions, social media copies, sales copies, blogs, essays, emails, microcopies, product ideas, and more.

AI Writing Tools

Key Features: 

  • SEO Optimizer: INK’s SEO Optimizer is a natural language optimization tool that can improve your SEO score and increase engagement by providing recommendations on keywords, titles, alt text, and the like. Enter a keyword or phrase, and the INK SEO Optimizer will do the rest.

SEO Optimization Score

  • Content Planner: The INK Content Planner helps you group keywords and analyze search intent. You can also import your keywords and download your clusters for further analysis.
  • Copy Assistant: A built-in grammar checker automatically checks your grammar and spelling. It also checks words, tone, and sentence fragments.

Pros: 

  • Easy to use.
  • You can use it as an all-in-one content marketing tool. 
  • Offers unlimited AI text writing even on a free plan.
  • Offers keyword clusters to optimize your SEO strategy.

Cons: 

  • The paid plan is relatively costly for one seat.

Pricing: 

It starts at $50/month for one seat, INK Copy Assistant PRO, INK AI Writer PRO, INK SEO Optimizer PRO, and INK Content Planner PRO with 1,000 Keywords.

15. Articoolo

Articoolo is an AI content generator developed by a group of mathematicians, computer scientists, content writers, and marketing specialists. Thanks to NLP and AI technology, the tool drafts articles in a way that mimics the human brain.

Key Features: 

  • Use Cases: It includes Text Writer, Article Rewriter, Article Summarizer, and Image Scraper. Based on your keyword, Articoolo will also fetch images from royalty-free websites.
  • WordPress Plugin: This will help you export your copies directly to WordPress so you can post faster.
  • Plagiarism Checker: All you have to do is enter your text into the program, and it will scan for instances of plagiarism.

Pros: 

  • It has pay-per-use plans.

Cons: 

  • There’s no official website.
  • Customer support is missing the mark.
  • Not much information about the tool online.

Pricing: 

It starts at $19/month for a ten-article fixed package.

16. NeuralText

NeuralText is a writing tool that offers users keyword reports and cluster credits. It also has an API for developers looking to integrate its services into other programs.

Some of its most prominent use cases include a paragraph generator, content outline, and product description – making it a short-form content-centric tool. 

The best part is that it not only creates content but also creates content briefs and optimizes the content based on keywords and SERP analysis.

Key Features: 

  • AI Writing Assistant: This tool will help you produce text in any format. It also provides text recommendations while you write.

AI Writing Assistant

  • Content Optimization: NeuralText can help make your content more search engine-friendly and improve its score in Google’s search results. It analyzes your word choice and sentence structure to ensure your content is easy to scan and relevant to your topic.

Content Score

  • Content research analysis: It makes content research and studies more accessible, allowing you to see real-time data across SERPs. It also has a Google Docs-style editor, making managing your data points and keeping track of your research effortless.

Content research analysis

Pros: 

  • Free plan available.
  • Offers keyword clusters.
  • You can group content into different projects.

Cons: 

  • The community is not active.
  • A bit on the expensive side. 

Pricing: 

It starts at $49/month for one user, unlimited AI text generation, 50 content analyses, and 50 keyword reports.

17. AI Writer

AI Writer helps you create unique, SEO-friendly content that you can publish directly to WordPress. In addition, it offers features like research & write, text rewording, verifiable citations, and source summarizer.

Key Features: 

  • AI-Writer Content Kit: AI Writer uses artificial intelligence to analyze keyword difficulty and ranking opportunities based on the field you enter. It chooses up to 250 keywords and generates one article per keyword, which can be directly published to WordPress.
  • (Sub)Topic Discoverer: It checks to see what other writers have written about and then uses that information to create new topics for you.
  • Verifiable Citations: When it produces content for you, it also provides a list of citations so that you can check the accuracy of the information.

Pros: 

  • It offers a free trial for seven days.
  • One of the few AI writing tools to offer verifiable citations so you can confirm the accuracy of the content.

Cons: 

  • Not enough resources in the knowledge base for new users.
  • Fewer use cases.
  • Does not offer a free version.

Pricing: 

It starts at $29/month for one user and up to 40 articles.

18. Wordtune

Wordtune makes your previously written content clearer, more compelling, and more authentic by bringing out the best.

Although this tool doesn’t write content from scratch, it makes your content look more professional. It also integrates with Microsoft Word, so you can edit your work while you write your content.

It provides tools to: 

  • Rewrite your content 
  • Make your content casual 
  • Make your content formal 
  • Shorten your sentences to make them crisp 
  • Expand your sentences to give more detail 

Key Features: 

  • Paragraph Rewriter: Wordtune can rewrite your paragraphs entirely at once, one sentence at a time, and one word at a time. See below for an example.

Paragraph Rewriter

  • Tone: You can alter how your content appears by making it more informal or formal. Here’s an example: 

Casual Tone

Pros: 

  • You can make the text longer or shorter.
  • It offers a casual and formal tone.
  • Simple and easy-to-use interface. 

Cons: 

  • It doesn’t offer any other benefits besides rewriting.

Pricing: 

It starts at $9.99/month for unlimited rewrites. 

19. ProWritingAid

Rather than a full-fledged artificial intelligence writer, ProWritingAid is a grammar checker and style editor that’s available online. It helps prevent spelling errors, suggests impactful words, and corrects grammar and punctuation.

It supports general English, British English, US English, Australian English, and Canadian English.

Key Features: 

  • Document type: You can choose from 35+ document types for your content. They include general academic abstract, academic essays, admission letters, book reviews, business books, and more.
  • Reports: ProWritingAid provides three types of reports: real-time reports, summary reports, and style reports.

    Real-time reports show errors and corrections as you write. Summary reports provide an overview of all reports. It contains a spelling score, grammar score, and style score. On the other hand, Style reports identify problems in writing style and readability.

Summary report

Pros: 

  • It offers 20+ reports to track your progress as you improve your writing.
  • There are no limits on the number of words you can use with premium plans.
  • Notifies of style changes and suggests corrections if needed.

Cons: 

  • Only available through the web browser. 

Pricing: 

It starts at $20 per month or $120 per year (if you pay yearly). 

20. Article Forge

Once you provide ArticleForge.com with a keyword, article length, and other custom information, the program creates a 1500+ word article in seconds.

Your content will be checked for plagiarism and uniqueness before being delivered.

Key Features: 

  • Media-rich content: It can automatically find and insert relevant images, videos, titles, and links in your articles. To make it more relevant, ArticleForge also uses LSI keywords.

Creating an article

  • SEO Automation: It integrates with WordPress to automate your scheduling and posting of articles.

WordPress Integration

  • Interlinking: It can automatically turn URLs into links within your article. You can choose how often to do this for every keyword or just the first occurrence.
  • Languages: It can generate content in English, French, German, Dutch, Portuguese, Spanish, and Italian.

Pros: 

  • Produces SEO-optimized content.
  • Can schedule posts on WordPress automatically.
  • Plagiarism-free content.
  • Automatic keyword linking.

Cons: 

  • The content can be repetitive.
  • You need to check the accuracy of the content before publishing.

Pricing: 

It starts at $13/month for 25K words and the rest of the features.

Frequently asked questions about AI writing software.

1. What is AI Writing Software?

AI writing software is an artificial intelligence program used to write text. It can generate content for websites, blogs, and other fields. The content created by AI writers is often indistinguishable from human-created content. Still, sometimes it has a slightly robotic feel or may include words or phrases that seem out of place in the context of the writing.

2. How does AI Writing Software work?

The software uses an algorithm to mimic the creative process of human writers. It first creates a base text that modifies by adding words and phrases specific to your content. This ensures that you get high-quality original content every time you use it.

3. Who can use AI Writing Software?

Anyone who needs to create texts for their business or website can benefit from using this software. It’s also an excellent option for freelance writers and content marketers facing writer’s block. As it’s easy and fast, even beginners can start using it immediately and see great results within minutes!

4. Can I use AI writers for everything I write?

No — AI writers are best suited for shorter pieces like headlines or product descriptions because they don’t have much time to learn about your company’s brand voice or personality. 

While there are tools to churn out long-form content, you still need the human touch for longer and more research-intensive pieces like blog posts or sales copy. AI algorithms still can’t pick up on nuances like a human can.

5. What are some of the benefits of using AI Writing Software?

There are many benefits to using AI writing software. The most obvious benefit is that you no longer need to spend time creating content yourself. The software will do it for you! 

Another benefit is that AI writing software allows you to create content in any niche or topic you desire. You can even target multiple niches at once! This makes it possible to scale your business quickly and easily by leveraging the power of automation while still keeping your hands on the work itself.

6. How much does it cost?

The pricing depends on the type of service you want to use. Some companies offer free trials or even freemium versions with limited credits so that you can test their services before making a purchase decision. Some companies offer lifetime discounts for repeat customers, so keep an eye out for those offers when making your choice!

7. What’s the difference between AI-powered and human-written content?

While humans are still required for high-quality content creation, AI makes scaling up your content marketing efforts easier. By automating much of the writing process – from keyword research to formatting – AI can help you create more content at a lower cost per article. In addition, this frees your team members to focus on other tasks that require their expertise (like outreach) or simply spend more time enjoying their lives!

8. What is the best AI Writer?

The best AI writer depends on what you want it to do and how much you want to spend. If you’re going to write books or articles, many different programs can help you with this task. Our top pick for long-form would be Jasper. 

On the other hand, if you only need help with short-form content such as blog posts or press releases, there may not be any need for an AI writer because these documents don’t require as much work or effort from the user. In that case, you might want to use tools like Copy.ai, Rytr, and more. 

9. Can I use AI Writing Software to replace my human writers?

No, AI writing software isn’t meant to replace human writers. It’s designed to work alongside them, helping them create more engaging and relevant content for their audiences. You’ll still need human writers who can add style and personality to your content.

Over to You! 

Do you find writing to be an exhausting activity? If yes, you would want to try one of the AI Writing Software tools we suggested above. These are some of the best AI writing tools specially developed to boost creativity, motivation, and productivity.

There’s room for experimentation with AI-generated content as long as you can recognize where specific tools are lacking and how to incorporate that into your work. Ultimately, the future of AI writing assistant software will mean ever-more versatile tools for writers, so don’t be shy about testing the waters.

 

Featured image by pch.vector on Freepik.

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5 Ways That UX Developers Influence SEO 

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User Experience is a crucial consideration for any web developer or designer; the only way to ensure that you’re delivering a successful website is to ensure that the end-user or customer will feel comfortable using it. 

A strong user experience increases your client’s chances of successful audience engagement and conversions.

What you might not realize, however, is that the strategies you use to enhance UX as a web developer or designer can also influence how the search engines respond to a website. 

Though many designers assume that SEO (Search Engine Optimization) is the work of a copywriter or content producer, there are design elements to consider too. 

After all, the definition of optimization is “the action of making the best version of a resource.”

So, how are UX and SEO connected?

Adding UX to a Successful SEO Strategy

SEO used to be easy. To stand out on the search results, you just needed to stuff a page full of as many keywords and phrases as possible. Now, it’s a little more complicated. 

Leaders in search engine development, like Google and Bing, know that they need to offer their customers excellent experiences to keep them. In this new experience-focused landscape, SEO and UX share common goals. 

Search engines don’t just want to provide customers with any answers to their questions. Instead, Google and its competitors are using everything from artificial intelligence to machine learning algorithms to ensure that search results are accurate, relevant, and engaging. 

In the same way, user experience is about providing users with easy access to the information and resources they want. 

Now that SEO is a multi-disciplined approach, UX is just one of the essential tools that makes it possible for developers to optimize their websites properly. 

Where UX Developers Influence SEO 

There are plenty of connections between UX and site indexability. 

We all know that since 2018, site speed has become a crucial ranking factor for companies in search of better search results. As a developer, it’s up to you to ensure that there aren’t too many elements weighing a website down that would prevent it from delivering fast results. 

Bounce rate is another critical factor in search engine ranking algorithms. When customers click on a website, Google wants to see that they get the answers they want. If your navigation is difficult to understand, or the correct information isn’t easy to see on a page, end-users will just hit the back button. 

Let’s take a closer look at how developers can influence SEO with their UX strategies. 

1. Site Navigation and Ease of Use

It’s no secret that today’s digital consumers crave easy-to-use sites.

A complex website with pages ranking for different terms might seem like an excellent idea for SEO. However, from a UX perspective, the easier it is to navigate your website, the more your end-users will benefit. 

According to a study from Ahrefs, well-optimized pages that rank for several keywords can be more beneficial than dozens of pages ranking for similar terms. At the same time, if the search engines have difficulty crawling all your pages due to a poor site navigation strategy, then some pages won’t get indexed. 

So, how do you improve navigation and SEO at once? Follow the proper structure for your site first, categories and subcategories on the retail page help customers find exactly what they need. A solid internal linking structure allows the crawlers to examine your website and index each essential page individually.

Keep navigation simple when designing a website for both UX and SEO potential. 

2. User-Friendly Page Layouts

There are countless cases where poor layout design and formatting disrupts SEO potential. For example, cluttering a page with too much information makes it tougher to read and index. At the same time, if your pages aren’t attractive and easy to navigate, customers are more likely to hit the back button. 

If customers come to a website and immediately leave it again, this tells the search engines that they’re not finding what they need on those pages. That means Google will bump you to a lower position on the SERPs. 

So, how do you make your layouts more UX and SEO-friendly?

  • Get your category pages right: Say you’re creating a blog page for your client. They want to list all of their blogs on one main page while linking to separate locations for each article. A design that puts a large chunk of content from each blog on the main page can be problematic for UX and SEO. It means your customers have to scroll further to find what they need. At the same time, the search engines never know which words to rank that main page for. On the other hand, listing blogs on smaller cards, as Fabrik does in this example, makes sorting through content easier. 
  • Leverage headers and tags: Your customers and the search engines habitually “scan” your pages. When trying to improve UX and SEO simultaneously, you must ensure that it’s easy to find crucial information quickly. Header 1 or H1 tags can help by showing your audience your website’s critical sections. Title tags also give search engines more information on the term you want to rank for. Organizing your content into a structure that draws the eye down the page also means your customers are more likely to stay on your website for longer. That shows the search engines that you have quality, relevant content. 
  • Make the most of images and videos: Visual media isn’t just an excellent way to engage your audience. With videos and pictures, you can convey more vital information in a quick and convenient format. This leads to greater satisfaction from your audience from a UX perspective. However, visual content is also great for SEO. You can optimize every image with alt text and meta descriptions. That means you have a higher chance of ranking both in the main search results and the image searches on Google. 

3. Using Search Data to Inform Site Architecture

Today, SEO is less about building hundreds of landing pages for individual queries. Now, it’s more important to take a simple, de-cluttered approach with your website. SEO can determine what kind of architecture you need to create for a successful website. 

For instance, say you wanted to rank for eCommerce SEO. There are tons of related words that connect to that primary search term. Rather than making dozens of different pages that try to rank for distinct phrases, you can cover a lot of other ideas at once with a larger, more detailed piece of content. 

If a topic is too big to cover everything on a single page, then you might decide to create something called “pillar” content out of your main terms. This involves using one main page where you discuss all of the topics you will cover. Then, you design several smaller sub-pages that link back to that central pillar. 

Once again, this helps the search engines to navigate your website and index your pages while assisting the customers in finding the correct information. At the same time, you combine more pages on a website and remove anything that might be detracting from your site’s authority or not offering enough value. 

4. Improving Website SERP Listings

It’s easy to forget as a developer that a customer’s first experience with a website won’t always happen on that site’s homepage. Usually, when your customers are looking for solutions to a problem, they’ll find your website on the search engine results instead. 

This means that you need to ensure that you make the right impression here:

There are a few ways that developers can ensure the search engine listings they create for their clients are up to scratch. For instance, a reasonable title tag for each page that includes appropriate keywords is excellent for SEO and UX. A title tag lets your customers know they’re in the right place and helps them find the information they need. 

Remember, around eight out of ten users on search engines say that they’ll click a title if it’s compelling. 

Another component you have control over as a developer or designer is the “rich snippet.” Rich snippets are the informative chunks of content that Google adds to a search listing to help it stand out. You can use rich snippet plugins on a website to tell Google what kind of extra information you want to include on a page. 

For instance, you might want a company’s ratings to show up on your search results, so customers can see how trustworthy they are:

5. Local Business Rankings

When you’re creating a website for a company, it’s easy to forget about local rankings. We see the digital world as a way of reaching countless people worldwide. Local orders are easier to overlook when you have a global scope to work with. 

However, as a developer, you can boost a company’s chances of attracting the right local audience and boosting its credibility. For instance, you can start by ensuring that the correct directory information appears on your client’s website and social media profiles.

Another option is to create dedicated location pages for each area the company serves. This will make it easier for clients to find the contact details they need for their specific location. 

At the same time, pages that have been carefully optimized to rank for specific locations will earn more attention, specifically from search engines. The more of the search engine landscape your client can cover, the more chances they have to attract new customers and leads. 

Combing SEO and UX

In a world where experience is crucial for every business, it’s no wonder that UX and SEO are blending more closely together. There are a lot of areas where SEO and UX work in harmony together if you know where to find them. Improving your client’s SEO ranking with UX doesn’t just mean ensuring that their pages load quickly anymore. 

Simple strategies, like making sure a call-to-action button is clickable on a mobile page, can simultaneously boost a website’s UX potential and SEO performance. At the same time, adding images and alt text to a website provides search engines with more information while adding context to your content. 

The key to success is understanding how SEO and UX work together. If you look at SEO and UX as part of the same comprehensive strategy to give end-users a better online experience, achieving the right design goals is much easier. 

Of course, just like any strategy, it’s also worth making sure that you take the time to track the results of your UX and SEO campaigns. Examine which systems help you, and examine customers from an SEO perspective with design and development strategies.

 

Features image by gstudioimagen on Freepik

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