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Competitive Reviews


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Qtip: This page describes functionality that we intend to release starting March 11, 2026. Qualtrics may, in its sole discretion and without liability, change the timing of any product feature rollout, change the functionality for any in preview or in development product feature, or choose not to release a product feature or functionality for any reason or for no reason.

About Competitive Reviews

Analyzing your competitors’ reviews can help you understand your business’s brand perception in comparison to competitors, giving you specific areas where your online reputation already excels and where it can improve. It’s especially important comparing to competitors on a local level, where the specific competitors for each of your stores may change.

To set up competitive reviews in Qualtrics, you’ll first upload a directory of your competitors’ business profiles, location-by-location. From there, you’ll link each of your locations to their competitors, then set up a Reputation Management project. Once that’s finished, you can build dashboards your location managers can use to get insights on local competitors.

Attention: Competitor reviews are refreshed in Qualtrics on a weekly basis. There is not a set day of the week for updates.
Qtip: Because this feature uses competitor reviews, not reviews for your brand that may require action, we don’t recommend using workflows or tickets with a competitor reviews project.

Step 1: Preparing Your Own Location Data

Before you start pulling competitor reviews into Qualtrics, it’s important to make sure you’ve already got location data started for your own brand. If you’ve already set up a Reputation Management project for your own brand, or you have a directory of your locations already uploaded, you can skip this section.

Otherwise, it’s important to start with your own location data, because competitor stores can be linked to yours. Follow the steps on this page to upload your own locations.

We also recommend that you already have your company’s location data added to a reputation management project.

Step 2: Creating a Competitor Location Directory

  1. Go to Directories.
    Directories option in global nav menu
  2. Select CX Location Directory.
    directories list has a few options, but at the bottom is CX location directory
  3. Click Add location directory.
    New window opens where you name the directory and indicate it's a competitor dataset
  4. Name your directory.
  5. Select This directory will contain competitor data.
  6. Select your location directory that you’d like to link to this one.
    Attention: This step is optional, but very important. It determines whether you will be able to link your own location data to compare against local competitors. We’ll cover how this linking works in more detail below.
  7. Click Save your location directory.
  8. Decide how to upload locations to your directory. This is the same way you’d add information to any other location directory. See the linked pages for:
Attention: Right now, you can only edit the field competitorLocations manually or with a CSV. This field cannot be edited with the automated location data workflow.

Step 3: Linking Competitors to Your Locations

You have 2 ways you can link a location to its competitors: manually or with a file upload.

Qtip: If you did not link your competitor and company directories earlier, make sure you do this before linking individual locations. You can link directories by following these steps.

Manually linking locations

  1. Open your brand’s location directory.
    Opening location directory
  2. Next to a location, click the 3 dots.
  3. Click Edit.
  4. Open Competitor Locations.
    new window opens where you select competitors from a drop down menu
  5. You can search by any information linked to the competitor, such as city or location name. Click Enter to perform a search.
  6. Select each of the competitors. You’ll see the location ID and location name for each.
  7. Click Save.
  8. Repeat this process until each location has all of its competitors matched to it.

Linking locations via CSV Upload

  1. Go to your competitor location directory.
    location IDs as they appear in a location directory
  2. Download the file or keep this tab open. You want to reference Location IDs.
  3. Go to your brand’s location directory.
    Download button looks like a downward arrow
  4. Download the file.
  5. Add a new column named CompetitorLocationIds.
  6. For each location, add the competitors in the following format:
    image of how location IDs for competitor matches should be formatted in a spreadsheet

    • [LOC_Competitor1,LOC_Competitor2,LOC_Competitor3]
    • Square brackets on either side of the list.
    • Comma separated, no spaces.
    • Use location IDs of the competitors, no other identifiers.
  7. Reupload the file to your brand’s location directory.

Step 4: Aggregating Competitor Data

Warning: Once you save your competitor data aggregation, you won’t be able to edit or delete it. Make sure these settings are correct before continuing. If you need to delete competitor data aggregations, please reach out to Technical Support.
  1. Go to your competitor location directory.
    Opening reporting tab of location directory settings
  2. Select Settings.
  3. Go to Reporting.
  4. You’ll start with one field already set up: location IDs.
  5. Click Add new aggregation field.
  6. Add the fields from your location directory you want to be able to use to filter data in dashboard reporting.
    Adding aggregated rows

    Example: In this screenshot, we chose to map location name and city, because those fields will be easier for dashboard users to identify than a location ID. Other common choices include store code.
    Qtip: You can only add up to 5 aggregated fields total.
  7. When you’re finished, click Save.
  8. Read the warning.
    new window where you confirm your settings
  9. Click Save again.

Step 5: Creating the Project

  1. Go to the catalog and create a Reputation Management project.
    reputation management project in the catalog
  2. Select Competitor reviews.
    new window where you select from business reviews and competitor reviews
  3. Click Next.
  4. Select the competitor directory you created in the previous steps.
    window where you select a directory and see a preview of the info inside it
  5. Double-check to make sure the location data that appears to the right looks correct.
  6. Click Next.
  7. Select the websites you’d like to pull reviews from for each of your locations.
    list of review sources
  8. Click Done to proceed.
  9. Your reputation management project will be created!
Qtip: For limits and troubleshooting advice, see Troubleshooting Search the Web Projects.

Step 6: Preparing a Dashboard Dataset

Once competitive review data has started to pull into your Reputation Management project, you can put together a dashboard dataset.

Qtip: If you’re unsure whether review data is loading in your project, check out the Data & Analysis tab.
Qtip: Before you start to build data models, we recommend reading Understanding Left Outer Joins. This short example explains how data is combined in a join, and can help you start to think about how you want to set up your own dataset.
  1. Create a data model dataset.
    create a new dataset page where you choose a builder type and name it
  2. Click Add Source.
    adding sources to a dataset
  3. Add the following sources:
    • Your company location directory
    • Your competitor location directory
      Qtip: Filter for location directories under All source types by selecting Locations.
  4. Create a union with these two directories.
    new window where you set a union then edit field settings
  5. Go to Field editor.
  6. Look for the aggregated columns from your competitor directory and match them to the corresponding fields in your company directory. For example:
    aggregated field mappings

    • AggregatedCity – City
    • AggregatedLocationName – Location Name
    • AggregatedStateProvince – StateProvince
  7. Set the field type for competitorLocations to id.
    mapping ID field

    Qtip: Before you go on to the next step, we recommend making sure your fields have presentable names for your dashboard. For example, “aggregatedCity” could become “City,” “LocationExternalReference” could be “Store Code,” and so on.
  8. Add the following sources:
    ORM sources added

    • Your competitor reputation management project
    • Your company reputation management project
      Qtip: Reputation management projects are under External Datasources.
  9. Follow these steps (in this same data model dataset) to create a union of your reputation management projects, then join them with your location union.
    setting up a join

    Qtip: Your join key is _recordId in the location directories, matched to the subjectReferenceId in your reputation management projects.
  10. Add your output dataset.
    output dataset
  11. Publish your changes.
  12. Create a new dashboard.
  13. Add your dataset to it.

Step 7: Customizing Dashboards

Filtering Company and Competitive Reviews At the Same Time

One of the most valuable insights you can add to your competitive reviews dashboard is a filter that uses an aggregated field. This is the main way locations managers can narrow down results to the local competitors relevant to them, plus the performance of their own stores.

  1. Add widgets to your dashboard. For example, a response ticker that pulls in all review data.
    Qtip: Make sure the location name or store code is set to the title or subtitle, so you can identify which reviews are which.
  2. Create a dashboard page filter.
  3. Filter by an aggregated field like Store Code.
    Example: Location managers can filter by store code to see competitors as well as their own reviews for their specific location.
  4. As the filter is adjusted by dashboard visitors, the widget will accordingly change the data it displays, showing both competitors’ and your own brand’s reviews.

what the store code filter looks like in a dashboard in editing mode

Qtip: Make your design even more efficient by matching the filter value to user attributes. For this to work, your aggregated field must be text set, and dashboard users must be uploaded with appropriate metadata, such as store code. You can even use metadata to assign roles!

Qtip: If you don’t want managers to change the filter you create, you can lock it.

Comparing Your Brand and Competitors in Separate Widgets

You can filter a widget so it only shows data from 1 data source. This allows you to create separate widgets side-by-side, so 1 shows your brand’s rating, and the other shows the competitors’ rating.

star rating widgets

These widgets will still be affected by the filters we covered in the previous section, so these can be a great starting point for location managers to see their scores vs. their local competitors. See more on filter interactions.

  1. Add a pair of widgets to your dashboard, such as star rating widgets.
  2. On each widget, add a filter.
  3. Filter by Dataset source.
    editing a widget to add a dataset source filter
  4. For one widget, set this source to your brand’s Reputation Management data.
  5. For the other widget, repeat these steps, but set the source filter to your Competitive Reviews project instead.

Other Dashboard Design Guides

You can build your competitive reviews dashboard however you want. Here are some guides that might be useful:

Managing Competitor Profiles

Once your reputation management project is created, you can edit the profiles, export the locations, and more. The following links go to the “Searching the Web for Reviews” support page, but the functionality is the same for competitor profiles.

Linking Location Directories

If you didn’t link your company and competitor directories together when you first created them, that’s okay. You can follow the steps below.

Attention: Your location directories for your company and its competitors must be connected before you can link individual locations.
  1. Open your competitor directory.
    in manage directory tab of a location directory
  2. Go to Settings.
  3. Go to Manage directory.
  4. Under Connected Directories, select your company directory.
    Qtip: If you have already linked individual locations by competitor, you can’t edit the connected directory. You’ll have to remove those individual location links before you can change the linked directory here.
  5. Click Save.

Use Your Business Profiles

When setting up your competitor profiles, you may see an option called Use your business profiles. This option is in preview and is not available to all users. If you have questions about this feature, please reach out to your Preview program representative.

image of a window with the options to choose from use location directory or use your business profiles

Qtip: Qualtrics may, in its sole discretion and without liability, change the timing of any product feature rollout, change the functionality for any in preview or in development product feature, or choose not to release a product feature or functionality for any reason or for no reason.

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