diff --git a/studio/frontend/src/features/studio/tour/steps/dataset.tsx b/studio/frontend/src/features/studio/tour/steps/dataset.tsx
index 79cacc66be..4a418d626c 100644
--- a/studio/frontend/src/features/studio/tour/steps/dataset.tsx
+++ b/studio/frontend/src/features/studio/tour/steps/dataset.tsx
@@ -7,8 +7,10 @@ export const studioDatasetStep: TourStep = {
   body: (
     <>
       Search Hub or paste <span className="font-mono">user/dataset</span>. Preview
-      a few rows: formatting matters more than size. If outputs look off in
-      Chat later, 80% chance it’s dataset formatting/template.{" "}
+      a few rows: formatting matters more than size. We’ll try to auto-convert
+      your dataset into a supported training format. If we can’t infer it
+      cleanly, we’ll prompt you to map the fields manually. If outputs look off
+      in Chat later, dataset formatting/template is the first thing to check.{" "}
       <ReadMore href="https://docs.unsloth.ai/basics/fine-tuning-llms-guide" />
     </>
   ),