diff --git a/frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.styled.tsx b/frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.styled.tsx
similarity index 100%
rename from frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.styled.tsx
rename to frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.styled.tsx
diff --git a/frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.tsx b/frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.tsx
similarity index 98%
rename from frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.tsx
rename to frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.tsx
index bc0f2aafa63f465ae47e1ad5b52b5576fe741c78..9f5727c35c47fdab4deeba9fa3981da28d15fb55 100644
--- a/frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.tsx
+++ b/frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.tsx
@@ -22,9 +22,9 @@ import {
   StepInfoList,
   StepError,
   StepToggle,
-} from "./PreferencesStep.styled";
+} from "./DataUsageStep.styled";
 
-export const PreferencesStep = ({
+export const DataUsageStep = ({
   stepLabel,
 }: NumberedStepProps): JSX.Element => {
   const [errorMessage, setErrorMessage] = useState<string>();
diff --git a/frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.unit.spec.tsx b/frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.unit.spec.tsx
similarity index 89%
rename from frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.unit.spec.tsx
rename to frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.unit.spec.tsx
index 72b567020ddbfa1f5fccb10ce810d822f148a558..ade37f830263fa240683e92bf67f4b2d9f96ca6c 100644
--- a/frontend/src/metabase/setup/components/PreferencesStep/PreferencesStep.unit.spec.tsx
+++ b/frontend/src/metabase/setup/components/DataUsageStep/DataUsageStep.unit.spec.tsx
@@ -6,7 +6,7 @@ import {
 import type { SetupStep } from "metabase/setup/types";
 import { setupErrorSetupEndpoints } from "__support__/server-mocks";
 import { renderWithProviders, screen } from "__support__/ui";
-import { PreferencesStep } from "./PreferencesStep";
+import { DataUsageStep } from "./DataUsageStep";
 
 interface SetupOpts {
   step?: SetupStep;
@@ -20,12 +20,12 @@ const setup = ({ step = "data_usage" }: SetupOpts = {}) => {
   });
 
   setupErrorSetupEndpoints();
-  renderWithProviders(<PreferencesStep stepLabel={0} />, {
+  renderWithProviders(<DataUsageStep stepLabel={0} />, {
     storeInitialState: state,
   });
 };
 
-describe("PreferencesStep", () => {
+describe("DataUsageStep", () => {
   it("should render in inactive state", () => {
     setup({ step: "user_info" });
 
diff --git a/frontend/src/metabase/setup/components/DataUsageStep/index.ts b/frontend/src/metabase/setup/components/DataUsageStep/index.ts
new file mode 100644
index 0000000000000000000000000000000000000000..2bfd87b2fee166e971fa36ed8392c707d51a931b
--- /dev/null
+++ b/frontend/src/metabase/setup/components/DataUsageStep/index.ts
@@ -0,0 +1 @@
+export * from "./DataUsageStep";
diff --git a/frontend/src/metabase/setup/components/PreferencesStep/index.ts b/frontend/src/metabase/setup/components/PreferencesStep/index.ts
deleted file mode 100644
index 424eca37900514ba489cf25063b38f7dda33b340..0000000000000000000000000000000000000000
--- a/frontend/src/metabase/setup/components/PreferencesStep/index.ts
+++ /dev/null
@@ -1 +0,0 @@
-export * from "./PreferencesStep";
diff --git a/frontend/src/metabase/setup/components/SettingsPage/SettingsPage.tsx b/frontend/src/metabase/setup/components/SettingsPage/SettingsPage.tsx
index aeffad7025f38d4e89019f4daa8358a92fdcb785..09cb2af1d732eea3c71f62dc44147776abe38c68 100644
--- a/frontend/src/metabase/setup/components/SettingsPage/SettingsPage.tsx
+++ b/frontend/src/metabase/setup/components/SettingsPage/SettingsPage.tsx
@@ -6,7 +6,7 @@ import { CompletedStep } from "../CompletedStep";
 import { DatabaseHelp } from "../DatabaseHelp";
 import { DatabaseStep } from "../DatabaseStep";
 import { LanguageStep } from "../LanguageStep";
-import { PreferencesStep } from "../PreferencesStep";
+import { DataUsageStep } from "../DataUsageStep";
 import { SetupHelp } from "../SetupHelp";
 import type { NumberedStepProps } from "../types";
 import { UsageQuestionStep } from "../UsageQuestionStep";
@@ -21,7 +21,7 @@ const STEP_COMPONENTS: Record<
   user_info: UserStep,
   usage_question: UsageQuestionStep,
   db_connection: DatabaseStep,
-  data_usage: PreferencesStep,
+  data_usage: DataUsageStep,
 };
 
 export const SettingsPage = (): JSX.Element => {