diff --git a/packages/dataviews/src/bulk-actions-toolbar.js b/packages/dataviews/src/bulk-actions-toolbar.js
new file mode 100644
index 00000000000000..cecb3cae7342f6
--- /dev/null
+++ b/packages/dataviews/src/bulk-actions-toolbar.js
@@ -0,0 +1,157 @@
+/**
+ * WordPress dependencies
+ */
+import {
+	ToolbarButton,
+	Toolbar,
+	ToolbarGroup,
+	__unstableMotion as motion,
+	__unstableAnimatePresence as AnimatePresence,
+} from '@wordpress/components';
+import { useMemo } from '@wordpress/element';
+import { _n, sprintf, __ } from '@wordpress/i18n';
+import { closeSmall } from '@wordpress/icons';
+import { useReducedMotion } from '@wordpress/compose';
+
+/**
+ * Internal dependencies
+ */
+import { ActionWithModal } from './item-actions';
+
+const SNACKBAR_VARIANTS = {
+	init: {
+		bottom: -48,
+	},
+	open: {
+		bottom: 24,
+		transition: {
+			bottom: { type: 'tween', duration: 0.2, ease: [ 0, 0, 0.2, 1 ] },
+		},
+	},
+	exit: {
+		opacity: 0,
+		bottom: 24,
+		transition: {
+			opacity: { type: 'tween', duration: 0.2, ease: [ 0, 0, 0.2, 1 ] },
+		},
+	},
+};
+
+function PrimaryActionTrigger( { action, onClick, items } ) {
+	const isDisabled = useMemo( () => {
+		return items.some( ( item ) => ! action.isEligible( item ) );
+	}, [ action, items ] );
+	return (
+		<ToolbarButton
+			disabled={ isDisabled }
+			label={ action.label }
+			icon={ action.icon }
+			isDestructive={ action.isDestructive }
+			size="compact"
+			onClick={ onClick }
+		/>
+	);
+}
+
+const EMPTY_ARRAY = [];
+
+export default function BulkActionsToolbar( {
+	data,
+	selection,
+	actions = EMPTY_ARRAY,
+	setSelection,
+	getItemId,
+} ) {
+	const isReducedMotion = useReducedMotion();
+	const selectedItems = useMemo( () => {
+		return data.filter( ( item ) =>
+			selection.includes( getItemId( item ) )
+		);
+	}, [ selection, data, getItemId ] );
+
+	const primaryActionsToShow = useMemo(
+		() =>
+			actions.filter( ( action ) => {
+				return (
+					action.supportsBulk &&
+					action.isPrimary &&
+					selectedItems.some( ( item ) => action.isEligible( item ) )
+				);
+			} ),
+		[ actions, selectedItems ]
+	);
+
+	if (
+		( selection && selection.length === 0 ) ||
+		primaryActionsToShow.length === 0
+	) {
+		return null;
+	}
+
+	return (
+		<AnimatePresence>
+			<motion.div
+				layout={ ! isReducedMotion } // See https://www.framer.com/docs/animation/#layout-animations
+				initial={ 'init' }
+				animate={ 'open' }
+				exit={ 'exit' }
+				variants={ isReducedMotion ? undefined : SNACKBAR_VARIANTS }
+				className="dataviews-bulk-actions"
+			>
+				<Toolbar label={ __( 'Bulk actions' ) }>
+					<div className="dataviews-bulk-actions-toolbar-wrapper">
+						<ToolbarGroup>
+							<div className="dataviews-bulk-actions__selection-count">
+								{
+									// translators: %s: Total number of selected items.
+									sprintf(
+										// translators: %s: Total number of selected items.
+										_n(
+											'%s selected',
+											selection.length
+										),
+										selection.length
+									)
+								}
+							</div>
+							{ primaryActionsToShow.map( ( action ) => {
+								if ( !! action.RenderModal ) {
+									return (
+										<ActionWithModal
+											key={ action.id }
+											action={ action }
+											items={ selectedItems }
+											ActionTrigger={
+												PrimaryActionTrigger
+											}
+										/>
+									);
+								}
+								return (
+									<PrimaryActionTrigger
+										key={ action.id }
+										action={ action }
+										items={ selectedItems }
+										onClick={ () =>
+											action.callback( selectedItems )
+										}
+									/>
+								);
+							} ) }
+						</ToolbarGroup>
+						<ToolbarGroup>
+							<ToolbarButton
+								icon={ closeSmall }
+								showTooltip
+								label={ __( 'Cancel' ) }
+								onClick={ () => {
+									setSelection( EMPTY_ARRAY );
+								} }
+							/>
+						</ToolbarGroup>
+					</div>
+				</Toolbar>
+			</motion.div>
+		</AnimatePresence>
+	);
+}
diff --git a/packages/dataviews/src/dataviews.js b/packages/dataviews/src/dataviews.js
index d67115deb3d6b2..f98e2a6352f064 100644
--- a/packages/dataviews/src/dataviews.js
+++ b/packages/dataviews/src/dataviews.js
@@ -14,6 +14,7 @@ import Search from './search';
 import { VIEW_LAYOUTS, LAYOUT_TABLE, LAYOUT_GRID } from './constants';
 import BulkActions from './bulk-actions';
 import { normalizeFields } from './normalize-fields';
+import BulkActionsToolbar from './bulk-actions-toolbar';
 
 const defaultGetItemId = ( item ) => item.id;
 const defaultOnSelectionChange = () => {};
@@ -142,6 +143,16 @@ export default function DataViews( {
 				onChangeView={ onChangeView }
 				paginationInfo={ paginationInfo }
 			/>
+			{ [ LAYOUT_TABLE, LAYOUT_GRID ].includes( view.type ) &&
+				hasPossibleBulkAction && (
+					<BulkActionsToolbar
+						data={ data }
+						actions={ actions }
+						selection={ selection }
+						setSelection={ setSelection }
+						getItemId={ getItemId }
+					/>
+				) }
 		</div>
 	);
 }
diff --git a/packages/dataviews/src/item-actions.js b/packages/dataviews/src/item-actions.js
index db4da0d4924896..823d264730d5e5 100644
--- a/packages/dataviews/src/item-actions.js
+++ b/packages/dataviews/src/item-actions.js
@@ -47,11 +47,12 @@ function DropdownMenuItemTrigger( { action, onClick } ) {
 	);
 }
 
-function ActionWithModal( { action, item, ActionTrigger } ) {
+export function ActionWithModal( { action, items, ActionTrigger } ) {
 	const [ isModalOpen, setIsModalOpen ] = useState( false );
 	const actionTriggerProps = {
 		action,
 		onClick: () => setIsModalOpen( true ),
+		items,
 	};
 	const { RenderModal, hideModalHeader } = action;
 	return (
@@ -69,7 +70,7 @@ function ActionWithModal( { action, item, ActionTrigger } ) {
 					) }` }
 				>
 					<RenderModal
-						items={ [ item ] }
+						items={ items }
 						closeModal={ () => setIsModalOpen( false ) }
 					/>
 				</Modal>
@@ -87,7 +88,7 @@ function ActionsDropdownMenuGroup( { actions, item } ) {
 						<ActionWithModal
 							key={ action.id }
 							action={ action }
-							item={ item }
+							items={ [ item ] }
 							ActionTrigger={ DropdownMenuItemTrigger }
 						/>
 					);
@@ -139,7 +140,7 @@ export default function ItemActions( { item, actions, isCompact } ) {
 							<ActionWithModal
 								key={ action.id }
 								action={ action }
-								item={ item }
+								items={ [ item ] }
 								ActionTrigger={ ButtonTrigger }
 							/>
 						);
diff --git a/packages/dataviews/src/style.scss b/packages/dataviews/src/style.scss
index c548565ef848df..db8e792f9e577a 100644
--- a/packages/dataviews/src/style.scss
+++ b/packages/dataviews/src/style.scss
@@ -785,3 +785,40 @@
 		}
 	}
 }
+
+
+.dataviews-bulk-actions-toolbar-wrapper {
+	display: flex;
+	flex-grow: 1;
+	width: 100%;
+}
+
+.dataviews-bulk-actions {
+	position: absolute;
+	display: flex;
+	flex-direction: column;
+	align-content: center;
+	flex-wrap: wrap;
+	width: 100%;
+	bottom: $grid-unit-30;
+
+	.components-accessible-toolbar {
+		border-color: $gray-300;
+		box-shadow: $shadow-popover;
+
+		.components-toolbar-group {
+			border-color: $gray-200;
+
+			&:last-child {
+				border: 0;
+			}
+		}
+	}
+
+	.dataviews-bulk-actions__selection-count {
+		display: flex;
+		align-items: center;
+		margin: 0 $grid-unit-10 0 $grid-unit-15;
+		color: $gray-700;
+	}
+}