In this article, you’ll learn:
Attributes are properties that carry information corresponding to visitors. These are the variables whose values help you identify and segment visitors. Some of the common attributes include the traffic source of the visitor, the browsers used by visitors to land on your webpage, the visitor’s location, etc.
Using attributes, you can track the visitor data that is critical to your business, such as visitors' gender, subscription level, etc. For example, if you are a SaaS company, you may want to categorize users based on their subscription plans, or a travel agency that recently ran promotional offers may want to view conversions by age group.
Types of Attributes in VWO
In VWO, attributes are of the following two types:
- STANDARD ATTRIBUTES: These are the predefined attributes, such as Traffic Source, Operating System, Browser, Location, etc., on the VWO platform that VWO automatically collects.
- MY ATTRIBUTES: These are the ones that you can create and configure based on your specific business needs. For example, you can create an attribute to identify the customers that have been using your website for a very long time and appreciate their association with a special offer. Or, you can identify the customers that have made very few purchases and encourage them with a discount.
- UNREGISTERED ATTRIBUTES: These are the attributes that are captured by VWO from your website but not found registered in VWO. At times, instead of creating an attribute on the VWO platform, you would use the custom code of an attribute and tweak it to become another to be tracked on your website. Sometimes, such unregistered attributes may come into VWO from a third-party integration. In such cases, you may not be able to use the data of those attributes for any analysis or segmentation. But VWO captures such attributes and brings them to you, so you can choose to have them registered in VWO. If you’re passing an attribute to VWO that you have not created under MY ATTRIBUTES, VWO captures it and displays it under UNREGISTERED ATTRIBUTES.
NOTE: These attributes will continue to stay for 3 days or until registered.
Clicking on these attributes will reveal the corresponding metadata, which includes the data type, API name of the attribute, and sample values.INFO: Sample Values are the values of the unregistered attributes captured from your website/application by VWO.
You can choose to save these attributes to VWO by clicking on the Register Attribute button at the top-right. This will allow you to configure the attributes and save them under MY ATTRIBUTES.NOTE: Upon registering the unregistered attributes, they will be removed from the UNREGISTERED ATTRIBUTES section.
Creating Attributes in VWO
To create an attribute in VWO, from the main menu panel, access Data360 > Attributes. Click +Create and enter the details in the following fields:
Enter the name of the attribute
Enter the endpoint name for your attribute.
NOTE: By default, this field gets populated based on the value you have entered in the Attribute Name field. However, you can modify it.
Select the type (Text, Number, or Boolean) for your attribute
Enter a description that defines your attribute
To finalize your changes, click Create. The created attribute appears in the MY ATTRIBUTES section on the left.
Clicking on a custom attribute displays the details of the same along with a custom code snippet. The code snippet is available for the web version (browser-based) and SDKs (for FullStack). These code snippets contain the placeholders for the attribute variables, which need to be applied in the respective places. This ensures that each time the event is triggered, it captures the variable data from your website and stores them in VWO. These variables differ with the type of code; hence you need to apply the variables correspondingly.
For server-side SDKs, by integrating the VWO server-side SDKs with your application, you can A/B test your applications on the server-side. For integrating an SDK, you just need to install the SDK from the respective package manager and then import it into your application. Since backend applications can be written in different programming languages, we offer VWO SDKs in different languages such as Node.js, Python, PHP, Java, .NET, Ruby, Go, etc. The custom attribute code is therefore also made available in all these languages.
Click on the Copy Code icon at the top-right corner of the code snippet box to copy the code. After initializing the VWO SDK and the corresponding variables into your code repository, use this code in your application to enable this custom attribute for post-campaign segmentation.
Managing Attributes in VWO
Once an attribute is created, you can modify or clone the same based on your need. To do so, click on the attribute that you wish to work on and perform the required action as follows:
- Users with the Owner or Admin access level can add or edit attributes.
- A custom attribute, once created, cannot be deleted, nor can the corresponding data be flushed.
- To Edit - Click on the Edit icon on the top-right, make the required changes, and click Save.
NOTE: The API Name and the Data Type fields cannot be modified.
- To Clone - Click on the Clone icon on the top right, enter the attribute Name and the API Name, apply the required changes, and click Create.
The cloned attribute appears in the MY ATTRIBUTES section on the left.
Applying Attributes in VWO
The standard attributes are available to be used for pre and post-segmentation/report segmentation purposes, while the custom attributes that you have created are available only for post-segmentation/report segmentation needs.
Pre Segmentation is the filter that you can apply while setting up your campaign to target your campaign to those visitors that satiate your criteria.
Let’s consider that you are running a fashion business; then, you can target your campaign to visitors based on their gender and present your variations featuring changes that are specific to the gender of the visitors.
This can be configured at the time of campaign creation. You can access More Options > Enable campaign for a specific visitor group > Custom Segment in step 1 of campaign creation to configure the pre-segmentation settings for an A/B test.
Click on the first dropdown; the standard attributes will appear under the Attributes section. Select an attribute, set the relation in the second dropdown, and enter the corresponding required value in the last field.
You can add more conditions by clicking Add another condition.
Post Segmentation (Report Segmentation):
Post Segmentation is the filter criteria that you set up in your campaign reports for a targeted study. Once you have your campaign results populated, you can filter the report based on Attributes such as purchase price. For example, you can filter out those visitors that have made a purchase of $70 and above. Or, you can analyze and identify those visitors who have purchased a given product. This way, you can identify the problematic or low-performing areas and approach them with appropriate measures.
For applying post segmentation to the results of an A/B test campaign, click on the VWO campaign you want to look into and go to Report > All Visitors > Custom Segment.
Click on the first dropdown; all the standard and custom attributes will appear here. Select an attribute, set the relation in the second dropdown, and enter the corresponding required value in the last field.
You can add more conditions by clicking Add another condition.
Scope is a characteristic of an attribute and is classified as follows:
User Scope - Upon selecting this option, VWO produces the data of visitors by looking for the latest value of the attributes that match with the one you have specified in the filtering criteria. These attributes can be age, favourite sports, current plan, etc.
For example, you can tag visitors with their plan type and analyze the funnel performance of users who are on the Lite plan against the Pro plan. Or, you can track the gender information and then view heatmaps/session recordings only for female visitors.
Session Scope - Upon selecting this option, VWO produces the data of visitors by looking for the latest value of the attributes corresponding to each session that matches with the one you have specified in the filtering criteria. These attributes can be signed-in visitors, total purchases made during a session, total time spent on a given page during a session, etc.
For example, you can compare the conversion rate for the Add to Cart button goal for signed-in vs guest users or view heatmaps for only signed-in users. You can also view the differences in the behaviour of the visitors, who are spending a particular amount of time on a specific page.