diff --git a/apps/advisor/pkg/app/checks/datasourcecheck/check.go b/apps/advisor/pkg/app/checks/datasourcecheck/check.go
index 7aede0c65ec..8ff4c1a1dc3 100644
--- a/apps/advisor/pkg/app/checks/datasourcecheck/check.go
+++ b/apps/advisor/pkg/app/checks/datasourcecheck/check.go
@@ -56,8 +56,8 @@ func (c *check) Run(ctx context.Context, obj *advisor.CheckSpec) (*advisor.Check
 		if err != nil {
 			dsErrs = append(dsErrs, advisor.CheckV0alpha1StatusReportErrors{
 				Severity: advisor.CheckStatusSeverityLow,
-				Reason:   fmt.Sprintf("Invalid UID: %s", ds.UID),
-				Action:   "Change UID",
+				Reason:   fmt.Sprintf("Invalid UID '%s' for data source %s", ds.UID, ds.Name),
+				Action:   "Check the <a href='https://grafana.com/docs/grafana/latest/upgrade-guide/upgrade-v11.2/#grafana-data-source-uid-format-enforcement' target=_blank>documentation</a> for more information.",
 			})
 		}
 
@@ -83,8 +83,10 @@ func (c *check) Run(ctx context.Context, obj *advisor.CheckSpec) (*advisor.Check
 		if resp.Status != backend.HealthStatusOk {
 			dsErrs = append(dsErrs, advisor.CheckV0alpha1StatusReportErrors{
 				Severity: advisor.CheckStatusSeverityHigh,
-				Reason:   fmt.Sprintf("Health check failed: %s", ds.Name),
-				Action:   "Check datasource",
+				Reason:   fmt.Sprintf("Health check failed for %s", ds.Name),
+				Action: fmt.Sprintf(
+					"Go to the <a href='/connections/datasources/edit/%s'>data source configuration</a>"+
+						" and address the issues reported.", ds.UID),
 			})
 		}
 	}
diff --git a/apps/advisor/pkg/app/checks/datasourcecheck/check_test.go b/apps/advisor/pkg/app/checks/datasourcecheck/check_test.go
index ee489483bd2..f51fdb77fbb 100644
--- a/apps/advisor/pkg/app/checks/datasourcecheck/check_test.go
+++ b/apps/advisor/pkg/app/checks/datasourcecheck/check_test.go
@@ -56,7 +56,7 @@ func TestCheck_Run(t *testing.T) {
 		assert.NoError(t, err)
 		assert.Equal(t, int64(1), report.Count)
 		assert.Len(t, report.Errors, 1)
-		assert.Equal(t, "Invalid UID: invalid uid", report.Errors[0].Reason)
+		assert.Equal(t, "Invalid UID 'invalid uid' for data source Prometheus", report.Errors[0].Reason)
 	})
 
 	t.Run("should return errors when datasource health check fails", func(t *testing.T) {
@@ -79,7 +79,7 @@ func TestCheck_Run(t *testing.T) {
 		assert.NoError(t, err)
 		assert.Equal(t, int64(1), report.Count)
 		assert.Len(t, report.Errors, 1)
-		assert.Equal(t, "Health check failed: Prometheus", report.Errors[0].Reason)
+		assert.Equal(t, "Health check failed for Prometheus", report.Errors[0].Reason)
 	})
 }
 
diff --git a/apps/advisor/pkg/app/checks/plugincheck/check.go b/apps/advisor/pkg/app/checks/plugincheck/check.go
index 2d0f10f7a72..793fc935946 100644
--- a/apps/advisor/pkg/app/checks/plugincheck/check.go
+++ b/apps/advisor/pkg/app/checks/plugincheck/check.go
@@ -59,7 +59,7 @@ func (c *check) Run(ctx context.Context, _ *advisor.CheckSpec) (*advisor.CheckV0
 			errs = append(errs, advisor.CheckV0alpha1StatusReportErrors{
 				Severity: advisor.CheckStatusSeverityHigh,
 				Reason:   fmt.Sprintf("Plugin deprecated: %s", p.ID),
-				Action:   "Look for alternatives",
+				Action:   "Check the <a href='https://grafana.com/legal/plugin-deprecation/#a-plugin-i-use-is-deprecated-what-should-i-do' target=_blank>documentation</a> for recommended steps.",
 			})
 		}
 
@@ -75,8 +75,10 @@ func (c *check) Run(ctx context.Context, _ *advisor.CheckSpec) (*advisor.CheckV0
 		if hasUpdate(p, info) {
 			errs = append(errs, advisor.CheckV0alpha1StatusReportErrors{
 				Severity: advisor.CheckStatusSeverityLow,
-				Reason:   fmt.Sprintf("New version available: %s", p.ID),
-				Action:   "Update plugin",
+				Reason:   fmt.Sprintf("New version available for %s", p.ID),
+				Action: fmt.Sprintf(
+					"Go to the <a href='/plugins/%s?page=version-history'>plugin admin page</a>"+
+						" and upgrade to the latest version.", p.ID),
 			})
 		}
 	}
diff --git a/apps/advisor/pkg/app/checks/plugincheck/check_test.go b/apps/advisor/pkg/app/checks/plugincheck/check_test.go
index a831f41b67f..3fa7f1b20cb 100644
--- a/apps/advisor/pkg/app/checks/plugincheck/check_test.go
+++ b/apps/advisor/pkg/app/checks/plugincheck/check_test.go
@@ -43,7 +43,7 @@ func TestRun(t *testing.T) {
 				{
 					Severity: advisor.CheckStatusSeverityHigh,
 					Reason:   "Plugin deprecated: plugin1",
-					Action:   "Look for alternatives",
+					Action:   "Check the <a href='https://grafana.com/legal/plugin-deprecation/#a-plugin-i-use-is-deprecated-what-should-i-do' target=_blank>documentation</a> for recommended steps.",
 				},
 			},
 		},
@@ -61,8 +61,8 @@ func TestRun(t *testing.T) {
 			expectedErrors: []advisor.CheckV0alpha1StatusReportErrors{
 				{
 					Severity: advisor.CheckStatusSeverityLow,
-					Reason:   "New version available: plugin2",
-					Action:   "Update plugin",
+					Reason:   "New version available for plugin2",
+					Action:   "Go to the <a href='/plugins/plugin2?page=version-history'>plugin admin page</a> and upgrade to the latest version.",
 				},
 			},
 		},
@@ -80,8 +80,8 @@ func TestRun(t *testing.T) {
 			expectedErrors: []advisor.CheckV0alpha1StatusReportErrors{
 				{
 					Severity: advisor.CheckStatusSeverityLow,
-					Reason:   "New version available: plugin2",
-					Action:   "Update plugin",
+					Reason:   "New version available for plugin2",
+					Action:   "Go to the <a href='/plugins/plugin2?page=version-history'>plugin admin page</a> and upgrade to the latest version.",
 				},
 			},
 		},