To change this so the Survey is embedded on the page you will need to do the following:
- Create and edit a new version
- Where the Component elements are shown, select the "X" and delete the component
- Create a new HTML component in that place
- Edit the component and the select "Components" (in plain text) and the Component icon in the WYSIWYG
- Scroll down to Survey and select "Survey"
- Search for the Survey on the list and select "Insert"
- Complete the steps to publish the new version