The Text Intelligence widget lets you analyze the content of an entry and provide actionable insights/recommendations using machine learning technologies. This widget uses MonekyLearn APIs to analyze data and recommend ideas.

This widget (powered by MonkeyLearn) offers a wide variety of text intelligence options that let you get more out of your content. Some of the things that you can do with the widget are listed below:

  • Keyword Extraction: This option extracts important keywords from the given text. This is especially helpful if you want highly-relevant SEO keywords for your entry.
  • Retail Classifier: It recommends tags (or categories) based on the given text. This is useful in the case for e-commerce or retail shopping sites.
  • Sentiment Analysis: This option can tell you if the given text expresses sentiments that are positive, negative, or neutral.

And, there are a lot more such tools (known as models). Read more about MonkeyLearn models.

This widget is available as a prebuilt template that you can configure instantly. This step-by-step guide explains how to install and use the Text Intelligence prebuilt widget.

  1. Add Text Intelligence Widget to your stack

    1. Go to Settings > Extensions. Click on the + Add Extension button on the top-right corner and select Use Prebuilt.
      Select Use Prebuilt.png
    2. Click the filter drop-down field, and select Custom Widget.
      Select Custom Widget from dropdown.png
    3. From the list, select Text Intelligence and click Add.
    4. You will see the widget configuration page, where most details of the fields would be pre-filled. Enter details in the fields as given below:
      • Title: Provide a suitable title. For example, "Text Intelligence."
      • Hosting method: The method should be Hosted on Contentstack for this widget.
      • Extension Source Code:¬†In this field, you need to enter the extension code.¬†Download the source code for the extension from here.
      • Config Parameters: Provide your MonkeyLearn token in pace of the "your_token_here" value.
            "token": "abcd12345d8efg0180011h4i4jkle37890xyz"
      • Scope: Select which content types this widget will be available for. You can choose All Content Types or Specific Content Types.
    5. Click Save. This will create your custom widget.
  2. Use this widget in entries

    To use the Text Intelligence widget in any entry, follow the steps given below:

    1. Create a new entry for a content type.

      Note: The content type should be within the scope of the widget.

    2. Click the Widget drop-down located on the top of the page, and then select Text Intelligence from the listed options.
      Widgets dropdown.png
    3. A sidebar will appear, where you can use the widget.
      Text Intelligence Sidebar.png
    4. From the Select Model drop-down, select an option of your choice. For example, Keyword Extraction. This model helps you extract highly relevant SEO keywords from the given text.
      Select Model.png
    5. From the Field drop-down, select the field (e.g., Body) from which you want to extract keywords.
      Select Field.png
    6. Click Run. This will display the keyword recommendations below.
      Keyword Extractor Example.png

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