diff --git a/.github/workflows/refresh-notebooks.yaml b/.github/workflows/refresh-notebooks.yaml
index ea30f0f84..c8497aae5 100644
--- a/.github/workflows/refresh-notebooks.yaml
+++ b/.github/workflows/refresh-notebooks.yaml
@@ -89,6 +89,15 @@ jobs:
         run: |
           make jupyter_execute
 
+      - name: Prepare PR Body
+        run: |
+          SUCCESSFUL_NOTEBOOKS=$(cat ./successful_notebooks.txt)
+          FAILED_NOTEBOOKS=$(cat ./failed_notebooks.txt)
+          PR_BODY="Automatic PR with notebook refresh for ${{ github.ref_name }}.\n"
+          PR_BODY+="## Successful Notebooks\n$SUCCESSFUL_NOTEBOOKS\n"
+          PR_BODY+="## Failed Notebooks\n$FAILED_NOTEBOOKS"
+          echo "PR_BODY=${PR_BODY}" >> "$GITHUB_ENV"
+
       - name: Open PR
         uses: peter-evans/create-pull-request@284f54f989303d2699d373481a0cfa13ad5a6666
         with:
@@ -97,11 +106,10 @@ jobs:
           branch: "refresh-notebooks-for-${{ github.ref_name }}"
           base: "${{ github.ref_name }}"
           title: "Refresh notebooks for ${{ github.ref_name }}"
-          body: "Automatic PR with notebooks refresh for ${{ github.ref_name }}."
+          body: ${{ env.PR_BODY }}
           add-paths: |
             docs/**/*.ipynb
 
-
   stop-runner-linux:
     name: Stop EC2 runner
     needs: [refresh-notebooks, start-runner-linux]
diff --git a/script/make_utils/jupyter.sh b/script/make_utils/jupyter.sh
index 3a9a04028..a3e4475ab 100755
--- a/script/make_utils/jupyter.sh
+++ b/script/make_utils/jupyter.sh
@@ -57,6 +57,11 @@ elif [ "$WHAT_TO_DO" == "run_all_notebooks" ]
 then
     echo "Refreshing notebooks"
 
+    SUCCESSFUL_NOTEBOOKS="./successful_notebooks.txt"
+    FAILED_NOTEBOOKS="./failed_notebooks.txt"
+    echo "" > "${SUCCESSFUL_NOTEBOOKS}"
+    echo "" > "${FAILED_NOTEBOOKS}"
+
     # shellcheck disable=SC2207
     LIST_OF_NOTEBOOKS=($(find ./docs/ -type f -name "*.ipynb" | grep -v ".nbconvert" | grep -v "_build" | grep -v "ipynb_checkpoints"))
 
@@ -75,7 +80,11 @@ then
         echo "Refreshing ${NOTEBOOK}"
 
         START=$(date +%s)
-        jupyter nbconvert --to notebook --inplace --execute "${NOTEBOOK}"
+        if jupyter nbconvert --to notebook --inplace --execute "${NOTEBOOK}"; then
+            echo "${NOTEBOOK}" >> "${SUCCESSFUL_NOTEBOOKS}"
+        else
+            echo "${NOTEBOOK}" >> "${FAILED_NOTEBOOKS}"
+        fi
         END=$(date +%s)
         TIME_EXEC=$((END-START))
         print_time_execution "${NOTEBOOK}" ${TIME_EXEC}