diff --git a/src/package-utils.test.ts b/src/package-utils.test.ts
index 93295f8..f8105bf 100644
--- a/src/package-utils.test.ts
+++ b/src/package-utils.test.ts
@@ -1,3 +1,4 @@
+import { glob } from 'glob';
 import * as fileUtils from './file-utils';
 import {
   getPackageManifest,
@@ -9,14 +10,7 @@ import {
   validatePolyrepoPackageManifest,
 } from './package-utils';
 
-jest.mock('util', () => {
-  return {
-    promisify: jest.fn().mockImplementation(
-      // This is effectively the mock of the promisified glob main export
-      () => async (val: unknown, _options: Record<string, unknown>) => val,
-    ),
-  };
-});
+jest.mock('glob');
 
 describe('getPackageManifest', () => {
   let readJsonFileMock: jest.SpyInstance;
@@ -164,11 +158,49 @@ describe('validatePolyrepoPackageManifest', () => {
 });
 
 describe('getWorkspaceLocations', () => {
+  const mockGlob = (value: string[]) => (
+    _pattern: string,
+    _options: unknown,
+    callback: (error: null, data: string[]) => void,
+  ) => callback(null, value);
+
   it('does the thing', async () => {
     const workspaces = ['foo/bar', 'fizz/buzz'];
     const rootDir = 'dir';
-    expect(await getWorkspaceLocations(workspaces, rootDir)).toStrictEqual([
-      ...workspaces,
-    ]);
+
+    (glob as jest.MockedFunction<any>)
+      .mockImplementationOnce(mockGlob(['foo/bar']))
+      .mockImplementationOnce(mockGlob(['fizz/buzz']));
+
+    expect(await getWorkspaceLocations(workspaces, rootDir)).toStrictEqual(
+      workspaces,
+    );
+  });
+
+  it('does the thing, but recursively', async () => {
+    (glob as jest.MockedFunction<any>)
+      .mockImplementationOnce(mockGlob(['foo/bar']))
+      .mockImplementationOnce(mockGlob(['baz']))
+      .mockImplementationOnce(mockGlob(['qux']));
+
+    jest
+      .spyOn(fileUtils, 'readJsonObjectFile')
+      .mockImplementationOnce(async () => ({
+        [ManifestFieldNames.Version]: '1.0.0',
+        [ManifestFieldNames.Private]: true,
+        [ManifestFieldNames.Workspaces]: ['baz'],
+      }))
+      .mockImplementationOnce(async () => ({
+        [ManifestFieldNames.Version]: '1.0.0',
+        [ManifestFieldNames.Private]: true,
+        [ManifestFieldNames.Workspaces]: ['qux'],
+      }))
+      .mockImplementation(async () => ({
+        [ManifestFieldNames.Version]: '1.0.0',
+      }));
+
+    expect(
+      await getWorkspaceLocations(['foo/bar'], 'dir', true),
+    ).toStrictEqual(['foo/bar', 'foo/bar/baz', 'foo/bar/baz/qux']);
   });
 });
diff --git a/src/package-utils.ts b/src/package-utils.ts
index 15c8abf..71656fb 100644
--- a/src/package-utils.ts
+++ b/src/package-utils.ts
@@ -263,14 +263,63 @@ function getManifestErrorMessagePrefix(
  *
  * @param workspaces - The list of workspace patterns given in the root manifest.
  * @param rootDir - The monorepo root directory.
+ * @param recursive - Whether to search recursively.
  * @returns The location of each workspace directory relative to the root directory
  */
 export async function getWorkspaceLocations(
   workspaces: string[],
   rootDir: string,
+  recursive = false,
+  prefix = '',
 ): Promise<string[]> {
-  const resolvedWorkspaces = await Promise.all(
-    workspaces.map((pattern) => glob(pattern, { cwd: rootDir })),
+  const resolvedWorkspaces = await workspaces.reduce<Promise<string[]>>(
+    async (promise, pattern) => {
+      const array = await promise;
+      const matches = (await glob(pattern, { cwd: rootDir })).map((match) =>
+        pathUtils.join(prefix, match),
+      );
+
+      return [...array, ...matches];
+    },
+    Promise.resolve([]),
   );
-  return resolvedWorkspaces.flat();
+
+  if (recursive) {
+    // This reads all the package JSON files in each workspace, checks if they are a monorepo, and
+    // recursively calls `getWorkspaceLocations` if they are.
+    const resolvedSubWorkspaces = await resolvedWorkspaces.reduce<
+      Promise<string[]>
+    >(async (promise, workspacePath) => {
+      const array = await promise;
+
+      const rawManifest = await getPackageManifest(workspacePath);
+      if (ManifestFieldNames.Workspaces in rawManifest) {
+        const manifest = validatePackageManifestVersion(
+          rawManifest,
+          workspacePath,
+        );
+
+        const monorepoManifest = validateMonorepoPackageManifest(
+          manifest,
+          workspacePath,
+        );
+
+        return [
+          ...array,
+          ...(await getWorkspaceLocations(
+            monorepoManifest[ManifestFieldNames.Workspaces],
+            workspacePath,
+            recursive,
+            workspacePath,
+          )),
+        ];
+      }
+
+      return array;
+    }, Promise.resolve(resolvedWorkspaces));
+
+    return resolvedSubWorkspaces;
+  }
+
+  return resolvedWorkspaces;
 }