diff --git a/frontend/src/component/insights/InsightsCharts.tsx b/frontend/src/component/insights/InsightsCharts.tsx
index da2ff607805d..637bde06d4fb 100644
--- a/frontend/src/component/insights/InsightsCharts.tsx
+++ b/frontend/src/component/insights/InsightsCharts.tsx
@@ -1,4 +1,6 @@
-import { ConditionallyRender } from '../common/ConditionallyRender/ConditionallyRender';
+import type { VFC } from 'react';
+import { Box, styled } from '@mui/material';
+import { ConditionallyRender } from 'component/common/ConditionallyRender/ConditionallyRender';
 import { Widget } from './components/Widget/Widget';
 import { UserStats } from './componentsStat/UserStats/UserStats';
 import { UsersChart } from './componentsChart/UsersChart/UsersChart';
@@ -18,9 +20,7 @@ import type {
     InstanceInsightsSchemaUsers,
 } from 'openapi';
 import type { GroupedDataByProject } from './hooks/useGroupedProjectTrends';
-import { Box, styled } from '@mui/material';
-import { allOption } from '../common/ProjectSelect/ProjectSelect';
-import type { VFC } from 'react';
+import { allOption } from 'component/common/ProjectSelect/ProjectSelect';
 import { chartInfo } from './chart-info';
 
 interface IChartsProps {
@@ -107,6 +107,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                                 count={users.total}
                                 active={users.active}
                                 inactive={users.inactive}
+                                isLoading={loading}
                             />
                         </Widget>
                     }
@@ -116,7 +117,10 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                                 ? chartInfo.usersInProject
                                 : chartInfo.avgUsersPerProject)}
                         >
-                            <UserStats count={summary.averageUsers} />
+                            <UserStats
+                                count={summary.averageUsers}
+                                isLoading={loading}
+                            />
                         </Widget>
                     }
                 />
@@ -134,6 +138,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                         <ChartWidget {...chartInfo.usersPerProject}>
                             <UsersPerProjectChart
                                 projectFlagTrends={groupedProjectsData}
+                                isLoading={loading}
                             />
                         </ChartWidget>
                     }
@@ -144,6 +149,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                         flagsPerUser={
                             showAllProjects ? getFlagsPerUser(flags, users) : ''
                         }
+                        isLoading={loading}
                     />
                 </Widget>
                 <ConditionallyRender
@@ -160,6 +166,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                         <ChartWidget {...chartInfo.flagsPerProject}>
                             <FlagsProjectChart
                                 projectFlagTrends={groupedProjectsData}
+                                isLoading={loading}
                             />
                         </ChartWidget>
                     }
@@ -180,6 +187,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                     <ProjectHealthChart
                         projectFlagTrends={groupedProjectsData}
                         isAggregate={showAllProjects}
+                        isLoading={loading}
                     />
                 </ChartWidget>
                 <Widget {...chartInfo.medianTimeToProduction}>
@@ -195,6 +203,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                     <TimeToProductionChart
                         projectFlagTrends={groupedProjectsData}
                         isAggregate={showAllProjects}
+                        isLoading={loading}
                     />
                 </ChartWidget>
             </StyledGrid>
@@ -207,6 +216,7 @@ export const InsightsCharts: VFC<IChartsProps> = ({
                     metricsSummaryTrends={groupedMetricsData}
                     allDatapointsSorted={allMetricsDatapoints}
                     isAggregate={showAllProjects}
+                    isLoading={loading}
                 />
             </Widget>
             <Widget
diff --git a/frontend/src/component/insights/components/LineChart/LineChartComponent.tsx b/frontend/src/component/insights/components/LineChart/LineChartComponent.tsx
index f6fe53da8e6a..c8c94cb4cce1 100644
--- a/frontend/src/component/insights/components/LineChart/LineChartComponent.tsx
+++ b/frontend/src/component/insights/components/LineChart/LineChartComponent.tsx
@@ -116,6 +116,7 @@ const LineChartComponent: VFC<{
     return (
         <StyledContainer>
             <Line
+                key={cover ? 'cover' : 'chart'}
                 options={options}
                 data={data}
                 plugins={[customHighlightPlugin]}
diff --git a/frontend/src/component/insights/componentsChart/FlagsChart/FlagsChart.tsx b/frontend/src/component/insights/componentsChart/FlagsChart/FlagsChart.tsx
index 270c2810860c..5b01c65108e5 100644
--- a/frontend/src/component/insights/componentsChart/FlagsChart/FlagsChart.tsx
+++ b/frontend/src/component/insights/componentsChart/FlagsChart/FlagsChart.tsx
@@ -18,7 +18,7 @@ export const FlagsChart: VFC<IFlagsChartProps> = ({
     isLoading,
 }) => {
     const theme = useTheme();
-    const notEnoughData = flagTrends.length < 2;
+    const notEnoughData = !isLoading && flagTrends.length < 2;
     const placeholderData = usePlaceholderData({ fill: true, type: 'double' });
 
     const data = useMemo(
diff --git a/frontend/src/component/insights/componentsChart/FlagsProjectChart/FlagsProjectChart.tsx b/frontend/src/component/insights/componentsChart/FlagsProjectChart/FlagsProjectChart.tsx
index 2d596cf0c103..31f10ca03b8c 100644
--- a/frontend/src/component/insights/componentsChart/FlagsProjectChart/FlagsProjectChart.tsx
+++ b/frontend/src/component/insights/componentsChart/FlagsProjectChart/FlagsProjectChart.tsx
@@ -13,10 +13,12 @@ interface IFlagsProjectChartProps {
     projectFlagTrends: GroupedDataByProject<
         InstanceInsightsSchema['projectFlagTrends']
     >;
+    isLoading?: boolean;
 }
 
 export const FlagsProjectChart: VFC<IFlagsProjectChartProps> = ({
     projectFlagTrends,
+    isLoading,
 }) => {
     const placeholderData = usePlaceholderData({
         type: 'constant',
@@ -24,20 +26,22 @@ export const FlagsProjectChart: VFC<IFlagsProjectChartProps> = ({
 
     const data = useProjectChartData(projectFlagTrends);
     const notEnoughData = useMemo(
-        () => (data.datasets.some((d) => d.data.length > 1) ? false : true),
-        [data],
+        () =>
+            !isLoading &&
+            (data.datasets.some((d) => d.data.length > 1) ? false : true),
+        [data, isLoading],
     );
 
     return (
         <LineChart
-            data={notEnoughData ? placeholderData : data}
+            data={notEnoughData || isLoading ? placeholderData : data}
             overrideOptions={{
                 parsing: {
                     yAxisKey: 'total',
                     xAxisKey: 'date',
                 },
             }}
-            cover={notEnoughData ? <NotEnoughData /> : false}
+            cover={notEnoughData ? <NotEnoughData /> : isLoading}
         />
     );
 };
diff --git a/frontend/src/component/insights/componentsChart/MetricsSummaryChart/MetricsSummaryChart.tsx b/frontend/src/component/insights/componentsChart/MetricsSummaryChart/MetricsSummaryChart.tsx
index f48f6abd5221..53fa91689746 100644
--- a/frontend/src/component/insights/componentsChart/MetricsSummaryChart/MetricsSummaryChart.tsx
+++ b/frontend/src/component/insights/componentsChart/MetricsSummaryChart/MetricsSummaryChart.tsx
@@ -20,12 +20,14 @@ interface IMetricsSummaryChartProps {
     >;
     isAggregate?: boolean;
     allDatapointsSorted: string[];
+    isLoading?: boolean;
 }
 
 export const MetricsSummaryChart: VFC<IMetricsSummaryChartProps> = ({
     metricsSummaryTrends,
     isAggregate,
     allDatapointsSorted,
+    isLoading,
 }) => {
     const theme = useTheme();
     const metricsSummary = useFilledMetricsSummary(
@@ -33,8 +35,10 @@ export const MetricsSummaryChart: VFC<IMetricsSummaryChartProps> = ({
         allDatapointsSorted,
     );
     const notEnoughData = useMemo(
-        () => !metricsSummary.datasets.some((d) => d.data.length > 1),
-        [metricsSummary],
+        () =>
+            !isLoading &&
+            !metricsSummary.datasets.some((d) => d.data.length > 1),
+        [metricsSummary, isLoading],
     );
     const placeholderData = usePlaceholderData();
 
@@ -67,7 +71,7 @@ export const MetricsSummaryChart: VFC<IMetricsSummaryChartProps> = ({
 
     return (
         <LineChart
-            data={notEnoughData ? placeholderData : data}
+            data={notEnoughData || isLoading ? placeholderData : data}
             TooltipComponent={MetricsSummaryTooltip}
             overrideOptions={
                 notEnoughData
@@ -79,7 +83,7 @@ export const MetricsSummaryChart: VFC<IMetricsSummaryChartProps> = ({
                           },
                       }
             }
-            cover={notEnoughData ? <NotEnoughData /> : false}
+            cover={notEnoughData ? <NotEnoughData /> : isLoading}
         />
     );
 };
diff --git a/frontend/src/component/insights/componentsChart/ProjectHealthChart/ProjectHealthChart.tsx b/frontend/src/component/insights/componentsChart/ProjectHealthChart/ProjectHealthChart.tsx
index 130470abe8ea..1543b3bf8ca8 100644
--- a/frontend/src/component/insights/componentsChart/ProjectHealthChart/ProjectHealthChart.tsx
+++ b/frontend/src/component/insights/componentsChart/ProjectHealthChart/ProjectHealthChart.tsx
@@ -10,20 +10,24 @@ import {
 } from 'component/insights/components/LineChart/LineChart';
 import { useTheme } from '@mui/material';
 import type { GroupedDataByProject } from 'component/insights/hooks/useGroupedProjectTrends';
+import { usePlaceholderData } from 'component/insights/hooks/usePlaceholderData';
 
 interface IProjectHealthChartProps {
     projectFlagTrends: GroupedDataByProject<
         InstanceInsightsSchema['projectFlagTrends']
     >;
     isAggregate?: boolean;
+    isLoading?: boolean;
 }
 
 export const ProjectHealthChart: VFC<IProjectHealthChartProps> = ({
     projectFlagTrends,
     isAggregate,
+    isLoading,
 }) => {
     const projectsData = useProjectChartData(projectFlagTrends);
     const theme = useTheme();
+    const placeholderData = usePlaceholderData();
 
     const aggregateHealthData = useMemo(() => {
         const labels = Array.from(
@@ -85,12 +89,19 @@ export const ProjectHealthChart: VFC<IProjectHealthChartProps> = ({
         };
     }, [projectsData, theme]);
 
-    const data = isAggregate ? aggregateHealthData : projectsData;
+    const aggregateOrProjectData = isAggregate
+        ? aggregateHealthData
+        : projectsData;
     const notEnoughData = useMemo(
         () =>
-            projectsData.datasets.some((d) => d.data.length > 1) ? false : true,
-        [projectsData],
+            !isLoading &&
+            (projectsData.datasets.some((d) => d.data.length > 1)
+                ? false
+                : true),
+        [projectsData, isLoading],
     );
+    const data =
+        notEnoughData || isLoading ? placeholderData : aggregateOrProjectData;
 
     return (
         <LineChart
@@ -104,7 +115,7 @@ export const ProjectHealthChart: VFC<IProjectHealthChartProps> = ({
                           parsing: { yAxisKey: 'health', xAxisKey: 'date' },
                       }
             }
-            cover={notEnoughData ? <NotEnoughData /> : false}
+            cover={notEnoughData ? <NotEnoughData /> : isLoading}
         />
     );
 };
diff --git a/frontend/src/component/insights/componentsChart/TimeToProductionChart/TimeToProductionChart.tsx b/frontend/src/component/insights/componentsChart/TimeToProductionChart/TimeToProductionChart.tsx
index 56261aaff150..d5ce52f9fdd9 100644
--- a/frontend/src/component/insights/componentsChart/TimeToProductionChart/TimeToProductionChart.tsx
+++ b/frontend/src/component/insights/componentsChart/TimeToProductionChart/TimeToProductionChart.tsx
@@ -18,17 +18,21 @@ interface ITimeToProductionChartProps {
         InstanceInsightsSchema['projectFlagTrends']
     >;
     isAggregate?: boolean;
+    isLoading?: boolean;
 }
 
 export const TimeToProductionChart: VFC<ITimeToProductionChartProps> = ({
     projectFlagTrends,
     isAggregate,
+    isLoading,
 }) => {
     const theme = useTheme();
     const projectsDatasets = useProjectChartData(projectFlagTrends);
     const notEnoughData = useMemo(
-        () => !projectsDatasets.datasets.some((d) => d.data.length > 1),
-        [projectsDatasets],
+        () =>
+            !isLoading &&
+            !projectsDatasets.datasets.some((d) => d.data.length > 1),
+        [projectsDatasets, isLoading],
     );
 
     const aggregatedPerDay = useMemo(() => {
@@ -62,7 +66,7 @@ export const TimeToProductionChart: VFC<ITimeToProductionChartProps> = ({
     const placeholderData = usePlaceholderData();
     return (
         <LineChart
-            data={notEnoughData ? placeholderData : data}
+            data={notEnoughData || isLoading ? placeholderData : data}
             TooltipComponent={TimeToProductionTooltip}
             overrideOptions={
                 notEnoughData
@@ -74,7 +78,7 @@ export const TimeToProductionChart: VFC<ITimeToProductionChartProps> = ({
                           },
                       }
             }
-            cover={notEnoughData ? <NotEnoughData /> : false}
+            cover={notEnoughData ? <NotEnoughData /> : isLoading}
         />
     );
 };
diff --git a/frontend/src/component/insights/componentsChart/UpdatesPerEnvironmentTypeChart/UpdatesPerEnvironmentTypeChart.tsx b/frontend/src/component/insights/componentsChart/UpdatesPerEnvironmentTypeChart/UpdatesPerEnvironmentTypeChart.tsx
index 849f30e9c393..dab2c2683a7c 100644
--- a/frontend/src/component/insights/componentsChart/UpdatesPerEnvironmentTypeChart/UpdatesPerEnvironmentTypeChart.tsx
+++ b/frontend/src/component/insights/componentsChart/UpdatesPerEnvironmentTypeChart/UpdatesPerEnvironmentTypeChart.tsx
@@ -92,7 +92,7 @@ export const UpdatesPerEnvironmentTypeChart: VFC<
 > = ({ environmentTypeTrends, isLoading }) => {
     const theme = useTheme();
     const getEnvironmentTypeColor = useEnvironmentTypeColor();
-    const notEnoughData = environmentTypeTrends?.length < 2;
+    const notEnoughData = !isLoading && environmentTypeTrends?.length < 2;
     const placeholderData = usePlaceholderData({ fill: true, type: 'double' });
 
     const data = useMemo(() => {
diff --git a/frontend/src/component/insights/componentsChart/UsersChart/UsersChart.tsx b/frontend/src/component/insights/componentsChart/UsersChart/UsersChart.tsx
index af395ab15ea2..b52be62439a1 100644
--- a/frontend/src/component/insights/componentsChart/UsersChart/UsersChart.tsx
+++ b/frontend/src/component/insights/componentsChart/UsersChart/UsersChart.tsx
@@ -21,7 +21,7 @@ export const UsersChart: VFC<IUsersChartProps> = ({
 }) => {
     const showInactiveUsers = useUiFlag('showInactiveUsers');
     const theme = useTheme();
-    const notEnoughData = userTrends.length < 2;
+    const notEnoughData = !isLoading && userTrends.length < 2;
     const placeholderData = usePlaceholderData({ fill: true, type: 'rising' });
     const data = useMemo(
         () => ({
diff --git a/frontend/src/component/insights/componentsChart/UsersPerProjectChart/UsersPerProjectChart.tsx b/frontend/src/component/insights/componentsChart/UsersPerProjectChart/UsersPerProjectChart.tsx
index f885e21481a2..64e97092ff34 100644
--- a/frontend/src/component/insights/componentsChart/UsersPerProjectChart/UsersPerProjectChart.tsx
+++ b/frontend/src/component/insights/componentsChart/UsersPerProjectChart/UsersPerProjectChart.tsx
@@ -13,10 +13,12 @@ interface IUsersPerProjectChartProps {
     projectFlagTrends: GroupedDataByProject<
         InstanceInsightsSchema['projectFlagTrends']
     >;
+    isLoading?: boolean;
 }
 
 export const UsersPerProjectChart: VFC<IUsersPerProjectChartProps> = ({
     projectFlagTrends,
+    isLoading,
 }) => {
     const placeholderData = usePlaceholderData({
         type: 'constant',
@@ -24,20 +26,22 @@ export const UsersPerProjectChart: VFC<IUsersPerProjectChartProps> = ({
 
     const data = useProjectChartData(projectFlagTrends);
     const notEnoughData = useMemo(
-        () => (data.datasets.some((d) => d.data.length > 1) ? false : true),
-        [data],
+        () =>
+            !isLoading &&
+            (data.datasets.some((d) => d.data.length > 1) ? false : true),
+        [data, isLoading],
     );
 
     return (
         <LineChart
-            data={notEnoughData ? placeholderData : data}
+            data={notEnoughData || isLoading ? placeholderData : data}
             overrideOptions={{
                 parsing: {
                     yAxisKey: 'users',
                     xAxisKey: 'date',
                 },
             }}
-            cover={notEnoughData ? <NotEnoughData /> : false}
+            cover={notEnoughData ? <NotEnoughData /> : isLoading}
         />
     );
 };
diff --git a/frontend/src/component/insights/componentsStat/FlagStats/FlagStats.tsx b/frontend/src/component/insights/componentsStat/FlagStats/FlagStats.tsx
index 9c6e77da3454..525419390727 100644
--- a/frontend/src/component/insights/componentsStat/FlagStats/FlagStats.tsx
+++ b/frontend/src/component/insights/componentsStat/FlagStats/FlagStats.tsx
@@ -68,17 +68,21 @@ const StyledIcon = styled(Icon)(({ theme }) => ({
 interface IFlagStatsProps {
     count: number;
     flagsPerUser?: string;
+    isLoading?: boolean;
 }
 
 export const FlagStats: React.FC<IFlagStatsProps> = ({
     count,
     flagsPerUser,
+    isLoading,
 }) => {
     return (
         <>
             <StyledRingContainer>
                 <StyledRing>
-                    <StyledRingContent>{count}</StyledRingContent>
+                    <StyledRingContent>
+                        {isLoading ? '' : count}
+                    </StyledRingContent>
                 </StyledRing>
             </StyledRingContainer>
 
diff --git a/frontend/src/component/insights/componentsStat/UserStats/UserStats.tsx b/frontend/src/component/insights/componentsStat/UserStats/UserStats.tsx
index 00ce67f96830..4ca725566ba8 100644
--- a/frontend/src/component/insights/componentsStat/UserStats/UserStats.tsx
+++ b/frontend/src/component/insights/componentsStat/UserStats/UserStats.tsx
@@ -70,9 +70,21 @@ interface IUserStatsProps {
     count: number;
     active?: number;
     inactive?: number;
+    isLoading?: boolean;
 }
 
-export const UserStats: FC<IUserStatsProps> = ({ count, active, inactive }) => {
+const StyledLoadingSkeleton = styled(Box)(() => ({
+    '&:before': {
+        background: 'transparent',
+    },
+}));
+
+export const UserStats: FC<IUserStatsProps> = ({
+    count,
+    active,
+    inactive,
+    isLoading,
+}) => {
     const showInactiveUsers = useUiFlag('showInactiveUsers');
     const showDistribution =
         showInactiveUsers && active !== undefined && inactive !== undefined;
@@ -83,9 +95,19 @@ export const UserStats: FC<IUserStatsProps> = ({ count, active, inactive }) => {
             <StyledUserContainer>
                 <StyledUserBox>
                     <StyledUserCount variant='h2'>
-                        {Number.parseInt(`${count}`, 10) === count
-                            ? count
-                            : count.toFixed(2)}
+                        <ConditionallyRender
+                            condition={isLoading !== true}
+                            show={
+                                Number.parseInt(`${count}`, 10) === count
+                                    ? count
+                                    : count.toFixed(2)
+                            }
+                            elseShow={
+                                <StyledLoadingSkeleton className='skeleton'>
+                                    &nbsp;
+                                </StyledLoadingSkeleton>
+                            }
+                        />
                     </StyledUserCount>
                 </StyledUserBox>
                 <StyledCustomShadow />