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Definition of NLP

NLP, or Natural Language Processing, is a form of artificial intelligence (AI) that enables computer programs to understand human spoken and written language to a similar extent as humans.

NLP AI, which stands for Natural Language Processing Artificial Intelligence, is a subfield of AI that specifically deals with the interaction between computers and human language. It empowers machines to comprehend, interpret, and generate human language in a manner that is valuable and meaningful. Below are some key components and applications of NLP AI:

  • Text Understanding: NLP AI enables computers to comprehend the meaning of text in different formats, including written text, speech, or even handwritten notes. This comprehension involves tasks like text classification, sentiment analysis, and information extraction.
  • Language Generation: NLP AI can generate text or speech that is similar to human language. It is used in applications such as chatbots, automatic content generation, and language translation.
  • Speech Recognition: NLP AI is used to convert spoken language into written text. This technology is employed in voice assistants like Siri or Google Assistant.
  • Language Translation: NLP AI is utilized for machine translation, allowing for the automated translation of text or speech from one language to another. Notable examples include Google Translate and various translation apps.
  • Sentiment Analysis: This involves determining the sentiment or emotion expressed in a piece of text. It is commonly used in social media monitoring, customer feedback analysis, and market research.
  • Question Answering Systems: NLP AI can be utilized to create question-answering systems that comprehend and provide responses to questions asked in natural language. An example of such a system is IBM’s Watson.
  • Named Entity Recognition: This task involves identifying and categorizing specific entities such as names of people, places, organizations, dates, and more within text.
  • Information Retrieval: NLP AI assists in retrieving information from large collections of text documents. For instance, search engines utilize NLP techniques to comprehend user queries and locate relevant documents.
  • Text Summarization: NLP AI can automatically generate summaries of lengthy texts, making it useful for quickly extracting key information from long articles or documents.
  • Conversational Agents: NLP AI is used to build chatbots and virtual assistants that can engage in natural language conversations with users. These are often employed in customer support and other interactive applications.

Dashword

Dashword is a content marketing tool that uses natural language processing (NLP) artificial intelligence to create content briefs and optimize content for SEO in a blink of an eye. It is considered one of the most popular content optimization tools on the market as of now.

The website provides many additional help to content marketing such as a content brief builder that could help your company by cutting research time in half and compiling all the information you need to create content briefs. Basically, all you need to do is let Dashword know what keywords you’re targeting and it will do all the hard job for you.

Then after that, you could use the optimization function to make sure the content you’re writing is SEO optimized with real-time feedback and SEO suggestions in the built-in content editor.

There’s also much more to Dashword like content monitoring and other few extra tools to help with other areas of SEO strategy.

So in short, Dashboard is designed to streamline your workflow so you can create better content, faster.

How does it work? (Tutorial)

Generating Reports

Generating a report on Dashword started as you’ve logged in. Just enter your keyword, select your target country, and then click the “Generate report” button. Within a few minutes, your report will be ready. Simply click to open it and explore all the data collected by Dashword.    

This page will show as soon as you’ve logged in.

Dashword will discover the information around your keyword. First, a benchmark of the top 3 and top 10 results for the selected country’s keyword. These measure:

  • The content quality
  • The readability level of the content
  • The average word count

The indication shows what kind of competition you’re up against.

Next, a detailed overview of your keyword’s top 30 search results with an individual content score and word count per result. Dashword determines the importance of each term and grades them. It helps you relevant your subject and help search engines better understand your content.

Using the content editor

With all the information from the report, you can also start writing the content! If you scroll to the top of the report page, there’s a button “Create new article”. Click the button to bring you to the Dashword content editor. The content editor helps you apply all best practices of content optimization and saves you loads of time.

At the top of the screen, The content grade is a quality score for your content. It measures how good your content is and how well it covers your subject. The word count recommends length for your content based on the competition’s. 

On the sidebar on the left, shows all the relevant terms it has extracted for your keyword. The terms are ranked by importance in descending order. Once you start writing content, They will be highlighted in the content that you’re writing. “Hide used keywords” button is useful to get a quick look at all the topics you have not yet covered.

Collaborating with freelance writers

Dashword can also be useful if you work with external writers or freelancers, you can create a report, write up a content brief, generate a public link and share it with your writer.

AI writing

Another thing you can do in Dashword’s content editor is generate content using AI. There are four things you can do with the AI writer: Generate an introduction for your article, continue writing to expand on the content, automatically fix your grammar and spelling, or rephrase the selected text.

Using the AI Writer as a workflow tool to help you break past writer’s block and get words on the page faster.

Keyword Research

Dashword can also help you to discover new keyword ideas for your SEO campaign. Open up the Keyword Research tool from the left-hand sidebar. Then, input a seed keyword and hit Search.

Alongside each result, you’ll see all the metrics you need to analyze keyword opportunities. Including, the monthly search volume for each keyword, the competition and difficulty score, and the CPC (cost-per-click).

If you want to export these keyword ideas to your computer, just click Download CSV in the top right corner. And if you see a keyword you want to target, you can create a report for it in one click.

Content Monitoring

If you sign up for business, you will be able to access the content monitoring tool. It uses Google Analytics data to monitor your content and track its performance in the SERPs, then lets you know if it needs to be updated.

The Content Monitoring tool will track your rankings and let you know whether your traffic is trending up or down, so you can quickly identify your pages’ weaknesses and take action to improve them. It also automatically generates weekly keyword reports and imports your pages automatically.

Google Docs Add-On

You can install Dashboard through the Google Workspace Marketplace, so you can optimize content within Google Docs. Once you’ve installed it, the same features you get inside the content editor will be visible inside Google Docs.

MediaSociety

Generative AI – Gamma.app

MediaSocietyMediaSocietyApril 25, 2024

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