diff --git a/packages/components/CHANGELOG.md b/packages/components/CHANGELOG.md
index 106863c020c5d..5447608a3a9eb 100644
--- a/packages/components/CHANGELOG.md
+++ b/packages/components/CHANGELOG.md
@@ -6,6 +6,7 @@
 
 -   `FormToggle`: fix sass deprecation warning ([#56672](https://github.com/WordPress/gutenberg/pull/56672)).
 -   `QueryControls`: Add opt-in prop for 40px default size ([#56576](https://github.com/WordPress/gutenberg/pull/56576)).
+-   `CheckboxControl`: Add option to not render label ([#56158](https://github.com/WordPress/gutenberg/pull/56158)).
 
 ## 25.13.0 (2023-11-29)
 
diff --git a/packages/components/src/checkbox-control/README.md b/packages/components/src/checkbox-control/README.md
index 12f792ea8577b..66f3cae2be379 100644
--- a/packages/components/src/checkbox-control/README.md
+++ b/packages/components/src/checkbox-control/README.md
@@ -77,11 +77,12 @@ const MyCheckboxControl = () => {
 The set of props accepted by the component will be specified below.
 Props not included in this set will be applied to the input element.
 
-#### `label`: `string`
+#### `label`: `string|false`
 
 A label for the input field, that appears at the side of the checkbox.
 The prop will be rendered as content a label element.
 If no prop is passed an empty label is rendered.
+If the prop is set to false no label is rendered.
 
 -   Required: No
 
diff --git a/packages/components/src/checkbox-control/index.tsx b/packages/components/src/checkbox-control/index.tsx
index cd70bb8485ac7..54a9952d19949 100644
--- a/packages/components/src/checkbox-control/index.tsx
+++ b/packages/components/src/checkbox-control/index.tsx
@@ -125,12 +125,14 @@ export function CheckboxControl(
 					/>
 				) : null }
 			</span>
-			<label
-				className="components-checkbox-control__label"
-				htmlFor={ id }
-			>
-				{ label }
-			</label>
+			{ label && (
+				<label
+					className="components-checkbox-control__label"
+					htmlFor={ id }
+				>
+					{ label }
+				</label>
+			) }
 		</BaseControl>
 	);
 }
diff --git a/packages/components/src/checkbox-control/test/__snapshots__/index.tsx.snap b/packages/components/src/checkbox-control/test/__snapshots__/index.tsx.snap
index 408f18d8c7e77..f3bdccc1ccff6 100644
--- a/packages/components/src/checkbox-control/test/__snapshots__/index.tsx.snap
+++ b/packages/components/src/checkbox-control/test/__snapshots__/index.tsx.snap
@@ -5,14 +5,14 @@ Snapshot Diff:
 - First value
 + Second value
 
-@@ -8,17 +8,31 @@
+@@ -8,13 +8,27 @@
         <span
           class="components-checkbox-control__input-container"
         >
           <input
             class="components-checkbox-control__input"
--           id="inspector-checkbox-control-5"
-+           id="inspector-checkbox-control-6"
+-           id="inspector-checkbox-control-6"
++           id="inspector-checkbox-control-7"
             type="checkbox"
             value="1"
 +         />
@@ -31,11 +31,6 @@ Snapshot Diff:
             />
 +         </svg>
         </span>
-        <label
-          class="components-checkbox-control__label"
--         for="inspector-checkbox-control-5"
-+         for="inspector-checkbox-control-6"
-        />
       </div>
     </div>
   </div>
diff --git a/packages/components/src/checkbox-control/test/index.tsx b/packages/components/src/checkbox-control/test/index.tsx
index 061087fdc0901..55e1447661392 100644
--- a/packages/components/src/checkbox-control/test/index.tsx
+++ b/packages/components/src/checkbox-control/test/index.tsx
@@ -60,6 +60,13 @@ describe( 'CheckboxControl', () => {
 			expect( label ).toBeInTheDocument();
 		} );
 
+		it( 'should not render label element if label is set to false', () => {
+			render( <CheckboxControl label={ false } /> );
+
+			const label = screen.queryByRole( 'label' );
+			expect( label ).not.toBeInTheDocument();
+		} );
+
 		it( 'should render a checkbox in an indeterminate state', () => {
 			render( <CheckboxControl indeterminate /> );
 			expect( getInput() ).toHaveProperty( 'indeterminate', true );
diff --git a/packages/components/src/checkbox-control/types.ts b/packages/components/src/checkbox-control/types.ts
index 07ab55493fc66..48a1d02affb70 100644
--- a/packages/components/src/checkbox-control/types.ts
+++ b/packages/components/src/checkbox-control/types.ts
@@ -19,9 +19,10 @@ export type CheckboxControlProps = Pick<
 	/**
 	 * A label for the input field, that appears at the side of the checkbox.
 	 * The prop will be rendered as content a label element. If no prop is
-	 * passed an empty label is rendered.
+	 * passed an empty label is rendered. If the prop is set to false no label
+	 * is rendered.
 	 */
-	label?: string;
+	label?: string | false;
 	/**
 	 * If checked is true the checkbox will be checked. If checked is false the
 	 * checkbox will be unchecked. If no value is passed the checkbox will be
diff --git a/packages/edit-site/src/components/global-styles/font-library-modal/collection-font-variant.js b/packages/edit-site/src/components/global-styles/font-library-modal/collection-font-variant.js
index d0e797d78beef..8c2b36d3adee9 100644
--- a/packages/edit-site/src/components/global-styles/font-library-modal/collection-font-variant.js
+++ b/packages/edit-site/src/components/global-styles/font-library-modal/collection-font-variant.js
@@ -2,15 +2,13 @@
  * WordPress dependencies
  */
 import { CheckboxControl, Flex } from '@wordpress/components';
-/**
- * Internal dependencies
- */
-import { getFontFaceVariantName } from './utils';
 
 /**
  * Internal dependencies
  */
+import { getFontFaceVariantName } from './utils';
 import FontFaceDemo from './font-demo';
+import { kebabCase } from '../../../../../block-editor/src/utils/object';
 
 function CollectionFontVariant( {
 	face,
@@ -27,18 +25,26 @@ function CollectionFontVariant( {
 	};
 
 	const displayName = font.name + ' ' + getFontFaceVariantName( face );
+	const checkboxId = kebabCase(
+		`${ font.slug }-${ getFontFaceVariantName( face ) }`
+	);
 
 	return (
-		<div className="font-library-modal__library-font-variant">
+		<label
+			className="font-library-modal__library-font-variant"
+			htmlFor={ checkboxId }
+		>
 			<Flex justify="space-between" align="center" gap="1rem">
 				<FontFaceDemo fontFace={ face } text={ displayName } />
 				<CheckboxControl
 					checked={ selected }
 					onChange={ handleToggleActivation }
 					__nextHasNoMarginBottom={ true }
+					id={ checkboxId }
+					label={ false }
 				/>
 			</Flex>
-		</div>
+		</label>
 	);
 }
 
diff --git a/packages/edit-site/src/components/global-styles/font-library-modal/library-font-variant.js b/packages/edit-site/src/components/global-styles/font-library-modal/library-font-variant.js
index 32e18c023cecb..010f3efdbeb91 100644
--- a/packages/edit-site/src/components/global-styles/font-library-modal/library-font-variant.js
+++ b/packages/edit-site/src/components/global-styles/font-library-modal/library-font-variant.js
@@ -3,16 +3,14 @@
  */
 import { useContext } from '@wordpress/element';
 import { CheckboxControl, Flex } from '@wordpress/components';
-/**
- * Internal dependencies
- */
-import { getFontFaceVariantName } from './utils';
 
 /**
  * Internal dependencies
  */
+import { getFontFaceVariantName } from './utils';
 import { FontLibraryContext } from './context';
 import FontFaceDemo from './font-demo';
+import { kebabCase } from '../../../../../block-editor/src/utils/object';
 
 function LibraryFontVariant( { face, font } ) {
 	const { isFontActivated, toggleActivateFont } =
@@ -36,18 +34,26 @@ function LibraryFontVariant( { face, font } ) {
 	};
 
 	const displayName = font.name + ' ' + getFontFaceVariantName( face );
+	const checkboxId = kebabCase(
+		`${ font.slug }-${ getFontFaceVariantName( face ) }`
+	);
 
 	return (
-		<div className="font-library-modal__library-font-variant">
+		<label
+			className="font-library-modal__library-font-variant"
+			htmlFor={ checkboxId }
+		>
 			<Flex justify="space-between" align="center" gap="1rem">
 				<FontFaceDemo fontFace={ face } text={ displayName } />
 				<CheckboxControl
 					checked={ isIstalled }
 					onChange={ handleToggleActivation }
 					__nextHasNoMarginBottom={ true }
+					id={ checkboxId }
+					label={ false }
 				/>
 			</Flex>
-		</div>
+		</label>
 	);
 }
 
diff --git a/test/e2e/specs/site-editor/font-library.spec.js b/test/e2e/specs/site-editor/font-library.spec.js
index 6aca027a30e78..531398fb49590 100644
--- a/test/e2e/specs/site-editor/font-library.spec.js
+++ b/test/e2e/specs/site-editor/font-library.spec.js
@@ -70,5 +70,26 @@ test.describe( 'Font Library', () => {
 				page.getByRole( 'heading', { name: 'Fonts' } )
 			).toBeVisible();
 		} );
+
+		test( 'should show font variant panel when clicking on a font family', async ( {
+			page,
+		} ) => {
+			await page.getByRole( 'button', { name: /styles/i } ).click();
+			await page
+				.getByRole( 'button', { name: /typography styles/i } )
+				.click();
+			await page
+				.getByRole( 'button', {
+					name: /manage fonts/i,
+				} )
+				.click();
+			await page.getByRole( 'button', { name: /system font/i } ).click();
+			await expect(
+				page.getByRole( 'heading', { name: /system font/i } )
+			).toBeVisible();
+			await expect(
+				page.getByRole( 'checkbox', { name: /system font normal/i } )
+			).toBeVisible();
+		} );
 	} );
 } );