diff --git a/x-pack/plugins/transform/public/app/sections/transform_management/components/action_discover/use_action_discover.tsx b/x-pack/plugins/transform/public/app/sections/transform_management/components/action_discover/use_action_discover.tsx
index 9fee68d2cccc33..ee46e33984d5dc 100644
--- a/x-pack/plugins/transform/public/app/sections/transform_management/components/action_discover/use_action_discover.tsx
+++ b/x-pack/plugins/transform/public/app/sections/transform_management/components/action_discover/use_action_discover.tsx
@@ -83,7 +83,7 @@ export const useDiscoverAction = (forceDisable: boolean) => {
         );
       },
       description: discoverActionNameText,
-      icon: 'discoverApp',
+      icon: 'visTable',
       type: 'icon',
       onClick: clickHandler,
       'data-test-subj': 'transformActionDiscover',