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+    "actions": [
+        {
+            "index": 0,
+            "start": 25.2,
+            "end": 28.7,
+            "text": "Navigate to the 'Marketing' tab."
+        },
+        {
+            "index": 1,
+            "start": 28.8,
+            "end": 31.0,
+            "text": "Navigate to 'Catalog Price Rule'."
+        },
+        {
+            "index": 2,
+            "start": 34.2,
+            "end": 37.3,
+            "text": "Choose to add a new rule."
+        },
+        {
+            "index": 3,
+            "start": 39.5,
+            "end": 40.9,
+            "text": "Enter the name for the new rule, e.g., 'Christmas Day Sale'."
+        },
+        {
+            "index": 4,
+            "start": 49.8,
+            "end": 50.8,
+            "text": "Set the rule as active."
+        },
+        {
+            "index": 5,
+            "start": 52.5,
+            "end": 53.4,
+            "text": "Choose a website, e.g., 'Main Website'."
+        },
+        {
+            "index": 6,
+            "start": 56.0,
+            "end": 57.8,
+            "text": "Apply the rule to all customer groups."
+        },
+        {
+            "index": 7,
+            "start": 60.7,
+            "end": 63.4,
+            "text": "Set the start date to 'Christmas Day'."
+        },
+        {
+            "index": 8,
+            "start": 66.0,
+            "end": 71.0,
+            "text": "Set the end date to 'January 1st'."
+        },
+        {
+            "index": 9,
+            "start": 78.9,
+            "end": 81.9,
+            "text": "Choose conditions for the sale or leave it to apply to all products."
+        },
+        {
+            "index": 10,
+            "start": 93.6,
+            "end": 95.5,
+            "text": "Apply a discount for fixed amounts."
+        },
+        {
+            "index": 11,
+            "start": 109.5,
+            "end": 110.8,
+            "text": "Save the price rule."
+        },
+        {
+            "index": 12,
+            "start": 115.1,
+            "end": 118.3,
+            "text": "Choose to apply the price rule."
+        },
+        {
+            "index": 13,
+            "start": 152.3,
+            "end": 154.2,
+            "text": "Navigate to 'All Reviews' under the 'Marketing' tab."
+        },
+        {
+            "index": 14,
+            "start": 163.4,
+            "end": 165.0,
+            "text": "Sort reviews by 'Pending'."
+        },
+        {
+            "index": 15,
+            "start": 168.5,
+            "end": 171.9,
+            "text": "Press 'Search' to filter pending reviews."
+        },
+        {
+            "index": 16,
+            "start": 181.2,
+            "end": 186.1,
+            "text": "Edit a review and press 'Delete Review'."
+        },
+        {
+            "index": 17,
+            "start": 193.6,
+            "end": 203.6,
+            "text": "Change the review status from 'Pending' to 'Approved'."
+        },
+        {
+            "index": 18,
+            "start": 205.2,
+            "end": 206.0,
+            "text": "Save the review."
+        }
+    ],
+    "total_tokens": 0,
+    "input_tokens": 0,
+    "output_tokens": 0
+}
\ No newline at end of file
diff --git a/marketing_tutorial/marketing_tutorial.asr.json b/marketing_tutorial/marketing_tutorial.asr.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbe9464a871625c1ad277d252cde204d527b44ab
--- /dev/null
+++ b/marketing_tutorial/marketing_tutorial.asr.json
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+    "segments": [
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+            "text": " Today I'm going to be going over actions that we can perform for marketing with respect to how we can approve all our reviews, how we can delete reviews, and how we can change certain marketing price rules to offer certain discounts or other options for customers.",
+            "words": [
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+        "end": 63.4,
+        "text": "Set the start date to 'Christmas Day'.",
+        "cursor_coordinate": [
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+        "index": 8,
+        "start": 66.0,
+        "end": 71.0,
+        "text": "Set the end date to 'January 1st'.",
+        "cursor_coordinate": [
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+            [
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+    {
+        "index": 9,
+        "start": 78.9,
+        "end": 81.9,
+        "text": "Choose conditions for the sale or leave it to apply to all products.",
+        "cursor_coordinate": [
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+    },
+    {
+        "index": 10,
+        "start": 93.6,
+        "end": 95.5,
+        "text": "Apply a discount for fixed amounts.",
+        "cursor_coordinate": [
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+                1282.4027099609375,
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+            [
+                1283.621337890625,
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+    },
+    {
+        "index": 11,
+        "start": 109.5,
+        "end": 110.8,
+        "text": "Save the price rule.",
+        "cursor_coordinate": [
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+            [
+                2625.693359375,
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+    {
+        "index": 12,
+        "start": 115.1,
+        "end": 118.3,
+        "text": "Choose to apply the price rule.",
+        "cursor_coordinate": [
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+            [
+                2633.892333984375,
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+    },
+    {
+        "index": 13,
+        "start": 152.3,
+        "end": 154.2,
+        "text": "Navigate to 'All Reviews' under the 'Marketing' tab.",
+        "cursor_coordinate": [
+            [
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+            ],
+            [
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+    {
+        "index": 14,
+        "start": 163.4,
+        "end": 165.0,
+        "text": "Sort reviews by 'Pending'.",
+        "cursor_coordinate": [
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+            [
+                976.358154296875,
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+    },
+    {
+        "index": 15,
+        "start": 168.5,
+        "end": 171.9,
+        "text": "Press 'Search' to filter pending reviews.",
+        "cursor_coordinate": [
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+    {
+        "index": 16,
+        "start": 181.2,
+        "end": 186.1,
+        "text": "Edit a review and press 'Delete Review'.",
+        "cursor_coordinate": [
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+        "end": 203.6,
+        "text": "Change the review status from 'Pending' to 'Approved'.",
+        "cursor_coordinate": [
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+        "index": 18,
+        "start": 205.2,
+        "end": 206.0,
+        "text": "Save the review.",
+        "cursor_coordinate": [
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+]
\ No newline at end of file
diff --git a/marketing_tutorial/marketing_tutorial.ele.json b/marketing_tutorial/marketing_tutorial.ele.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a6e078fc4f2f74aa654b457525c1c79003c9eb4
--- /dev/null
+++ b/marketing_tutorial/marketing_tutorial.ele.json
@@ -0,0 +1,930 @@
+[
+    {
+        "index": 0,
+        "start": 25.2,
+        "end": 28.7,
+        "text": "Navigate to the 'Marketing' tab.",
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+        "GUI_elements": [],
+        "candidate_elements": []
+    },
+    {
+        "index": 1,
+        "start": 28.8,
+        "end": 31.0,
+        "text": "Navigate to 'Catalog Price Rule'.",
+        "cursor_coordinate": [
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+                335.1158752441406
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+            [
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+    {
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+        "start": 34.2,
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+    },
+    {
+        "index": 3,
+        "start": 39.5,
+        "end": 40.9,
+        "text": "Enter the name for the new rule, e.g., 'Christmas Day Sale'.",
+        "cursor_coordinate": [
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+    },
+    {
+        "index": 4,
+        "start": 49.8,
+        "end": 50.8,
+        "text": "Set the rule as active.",
+        "cursor_coordinate": [
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+        "candidate_elements": []
+    },
+    {
+        "index": 5,
+        "start": 52.5,
+        "end": 53.4,
+        "text": "Choose a website, e.g., 'Main Website'.",
+        "cursor_coordinate": [
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+            [
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+        "GUI_elements": [],
+        "candidate_elements": []
+    },
+    {
+        "index": 6,
+        "start": 56.0,
+        "end": 57.8,
+        "text": "Apply the rule to all customer groups.",
+        "cursor_coordinate": [
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+        "end": 110.8,
+        "text": "Save the price rule.",
+        "cursor_coordinate": [
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+        "cursor_coordinate": [
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+        "start": 152.3,
+        "end": 154.2,
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+        "cursor_coordinate": [
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+        "start": 163.4,
+        "end": 165.0,
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+        "cursor_coordinate": [
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+        "start": 168.5,
+        "end": 171.9,
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\ No newline at end of file
diff --git a/marketing_tutorial/marketing_tutorial.ele.match.json b/marketing_tutorial/marketing_tutorial.ele.match.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a6e078fc4f2f74aa654b457525c1c79003c9eb4
--- /dev/null
+++ b/marketing_tutorial/marketing_tutorial.ele.match.json
@@ -0,0 +1,930 @@
+[
+    {
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+        "start": 25.2,
+        "end": 28.7,
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+    {
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+        "end": 31.0,
+        "text": "Navigate to 'Catalog Price Rule'.",
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+    {
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+        "text": "Enter the name for the new rule, e.g., 'Christmas Day Sale'.",
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+        "end": 81.9,
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+        "cursor_coordinate": [
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+        "candidate_elements": []
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+    {
+        "index": 10,
+        "start": 93.6,
+        "end": 95.5,
+        "text": "Apply a discount for fixed amounts.",
+        "cursor_coordinate": [
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+        "candidate_elements": []
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+    {
+        "index": 11,
+        "start": 109.5,
+        "end": 110.8,
+        "text": "Save the price rule.",
+        "cursor_coordinate": [
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+    {
+        "index": 12,
+        "start": 115.1,
+        "end": 118.3,
+        "text": "Choose to apply the price rule.",
+        "cursor_coordinate": [
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+        "candidate_elements": []
+    },
+    {
+        "index": 13,
+        "start": 152.3,
+        "end": 154.2,
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+        "cursor_coordinate": [
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+            [
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+    },
+    {
+        "index": 14,
+        "start": 163.4,
+        "end": 165.0,
+        "text": "Sort reviews by 'Pending'.",
+        "cursor_coordinate": [
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+    },
+    {
+        "index": 15,
+        "start": 168.5,
+        "end": 171.9,
+        "text": "Press 'Search' to filter pending reviews.",
+        "cursor_coordinate": [
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+        "end": 186.1,
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+        "cursor_coordinate": [
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\ No newline at end of file
diff --git a/marketing_tutorial/marketing_tutorial.final.json b/marketing_tutorial/marketing_tutorial.final.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e235fade5fe942322017187f10445120618646d
--- /dev/null
+++ b/marketing_tutorial/marketing_tutorial.final.json
@@ -0,0 +1,1093 @@
+{
+    "id": null,
+    "software": "Unknown",
+    "title": "marketing_tutorial",
+    "task with actions": [
+        {
+            "task_index": 0,
+            "task": "Navigate to the marketing tab and access catalog price rule.",
+            "actions": [
+                {
+                    "index": 0,
+                    "start": 25.2,
+                    "end": 28.7,
+                    "text": "Navigate to the 'Marketing' tab."
+                },
+                {
+                    "index": 1,
+                    "start": 28.8,
+                    "end": 31.0,
+                    "text": "Navigate to 'Catalog Price Rule'."
+                }
+            ]
+        },
+        {
+            "task_index": 1,
+            "task": "Add a new rule for a Christmas Day sale and set it as active.",
+            "actions": [
+                {
+                    "index": 2,
+                    "start": 34.2,
+                    "end": 37.3,
+                    "text": "Choose to add a new rule."
+                },
+                {
+                    "index": 3,
+                    "start": 39.5,
+                    "end": 40.9,
+                    "text": "Enter the name for the new rule, e.g., 'Christmas Day Sale'."
+                },
+                {
+                    "index": 4,
+                    "start": 49.8,
+                    "end": 50.8,
+                    "text": "Set the rule as active."
+                }
+            ]
+        },
+        {
+            "task_index": 2,
+            "task": "Choose the main website, apply to all customer groups, and set the time from December 25 to January 1, 2025.",
+            "actions": [
+                {
+                    "index": 5,
+                    "start": 52.5,
+                    "end": 53.4,
+                    "text": "Choose a website, e.g., 'Main Website'."
+                },
+                {
+                    "index": 6,
+                    "start": 56.0,
+                    "end": 57.8,
+                    "text": "Apply the rule to all customer groups."
+                },
+                {
+                    "index": 7,
+                    "start": 60.7,
+                    "end": 63.4,
+                    "text": "Set the start date to 'Christmas Day'."
+                },
+                {
+                    "index": 8,
+                    "start": 66.0,
+                    "end": 71.0,
+                    "text": "Set the end date to 'January 1st'."
+                }
+            ]
+        },
+        {
+            "task_index": 3,
+            "task": "Define conditions for the sale and apply a 20% discount.",
+            "actions": [
+                {
+                    "index": 9,
+                    "start": 78.9,
+                    "end": 81.9,
+                    "text": "Choose conditions for the sale or leave it to apply to all products."
+                },
+                {
+                    "index": 10,
+                    "start": 93.6,
+                    "end": 95.5,
+                    "text": "Apply a discount for fixed amounts."
+                }
+            ]
+        },
+        {
+            "task_index": 4,
+            "task": "Save and apply the price rule.",
+            "actions": [
+                {
+                    "index": 11,
+                    "start": 109.5,
+                    "end": 110.8,
+                    "text": "Save the price rule."
+                },
+                {
+                    "index": 12,
+                    "start": 115.1,
+                    "end": 118.3,
+                    "text": "Choose to apply the price rule."
+                }
+            ]
+        },
+        {
+            "task_index": 5,
+            "task": "Navigate to all reviews under the marketing tab to manage reviews.",
+            "actions": [
+                {
+                    "index": 13,
+                    "start": 152.3,
+                    "end": 154.2,
+                    "text": "Navigate to 'All Reviews' under the 'Marketing' tab."
+                }
+            ]
+        },
+        {
+            "task_index": 6,
+            "task": "Sort pending reviews, delete bad reviews, and approve good reviews.",
+            "actions": [
+                {
+                    "index": 14,
+                    "start": 163.4,
+                    "end": 165.0,
+                    "text": "Sort reviews by 'Pending'."
+                },
+                {
+                    "index": 15,
+                    "start": 168.5,
+                    "end": 171.9,
+                    "text": "Press 'Search' to filter pending reviews."
+                },
+                {
+                    "index": 16,
+                    "start": 181.2,
+                    "end": 186.1,
+                    "text": "Edit a review and press 'Delete Review'."
+                },
+                {
+                    "index": 17,
+                    "start": 193.6,
+                    "end": 203.6,
+                    "text": "Change the review status from 'Pending' to 'Approved'."
+                },
+                {
+                    "index": 18,
+                    "start": 205.2,
+                    "end": 206.0,
+                    "text": "Save the review."
+                }
+            ]
+        }
+    ],
+    "action with elements": [
+        {
+            "index": 0,
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+            "end": 206.0,
+            "text": "Save the review.",
+            "cursor_coordinate": [
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+                    588.3858642578125
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+++ b/marketing_tutorial/marketing_tutorial.mov
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+version https://git-lfs.github.com/spec/v1
+oid sha256:50b3dd747d9aca716cf9223cfe262d534bb40bba98d8b7e7e4e9db6322c25b27
+size 111510823
diff --git a/marketing_tutorial/marketing_tutorial.project.json b/marketing_tutorial/marketing_tutorial.project.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f2b7b0affbf1eec5e9974fc0d914fd9bcf73b05
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+++ b/marketing_tutorial/marketing_tutorial.project.json
@@ -0,0 +1,58 @@
+{
+    "projects": [
+        {
+            "project_index": 0,
+            "project_title": "How to create and apply a catalog price rule for a Christmas Day sale",
+            "tasks": [
+                {
+                    "index": 0,
+                    "start": 23.2,
+                    "end": 31.6,
+                    "text": "Navigate to the marketing tab and access catalog price rule."
+                },
+                {
+                    "index": 1,
+                    "start": 32.5,
+                    "end": 43.5,
+                    "text": "Add a new rule for a Christmas Day sale and set it as active."
+                },
+                {
+                    "index": 2,
+                    "start": 52.2,
+                    "end": 71.1,
+                    "text": "Choose the main website, apply to all customer groups, and set the time from December 25 to January 1, 2025."
+                },
+                {
+                    "index": 3,
+                    "start": 74.9,
+                    "end": 95.8,
+                    "text": "Define conditions for the sale and apply a 20% discount."
+                },
+                {
+                    "index": 4,
+                    "start": 107.7,
+                    "end": 112.1,
+                    "text": "Save and apply the price rule."
+                }
+            ]
+        },
+        {
+            "project_index": 1,
+            "project_title": "How to manage reviews in the marketing tab",
+            "tasks": [
+                {
+                    "index": 5,
+                    "start": 146.2,
+                    "end": 156.3,
+                    "text": "Navigate to all reviews under the marketing tab to manage reviews."
+                },
+                {
+                    "index": 6,
+                    "start": 162.6,
+                    "end": 204.1,
+                    "text": "Sort pending reviews, delete bad reviews, and approve good reviews."
+                }
+            ]
+        }
+    ]
+}
\ No newline at end of file
diff --git a/marketing_tutorial/marketing_tutorial.task.action.json b/marketing_tutorial/marketing_tutorial.task.action.json
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index 0000000000000000000000000000000000000000..cda8a55647e98e2a3d052036d5d5b0fcd46dc09a
--- /dev/null
+++ b/marketing_tutorial/marketing_tutorial.task.action.json
@@ -0,0 +1,160 @@
+{
+    "task with actions": [
+        {
+            "task_index": 0,
+            "task": "Navigate to the marketing tab and access catalog price rule.",
+            "actions": [
+                {
+                    "index": 0,
+                    "start": 25.2,
+                    "end": 28.7,
+                    "text": "Navigate to the 'Marketing' tab."
+                },
+                {
+                    "index": 1,
+                    "start": 28.8,
+                    "end": 31.0,
+                    "text": "Navigate to 'Catalog Price Rule'."
+                }
+            ]
+        },
+        {
+            "task_index": 1,
+            "task": "Add a new rule for a Christmas Day sale and set it as active.",
+            "actions": [
+                {
+                    "index": 2,
+                    "start": 34.2,
+                    "end": 37.3,
+                    "text": "Choose to add a new rule."
+                },
+                {
+                    "index": 3,
+                    "start": 39.5,
+                    "end": 40.9,
+                    "text": "Enter the name for the new rule, e.g., 'Christmas Day Sale'."
+                },
+                {
+                    "index": 4,
+                    "start": 49.8,
+                    "end": 50.8,
+                    "text": "Set the rule as active."
+                }
+            ]
+        },
+        {
+            "task_index": 2,
+            "task": "Choose the main website, apply to all customer groups, and set the time from December 25 to January 1, 2025.",
+            "actions": [
+                {
+                    "index": 5,
+                    "start": 52.5,
+                    "end": 53.4,
+                    "text": "Choose a website, e.g., 'Main Website'."
+                },
+                {
+                    "index": 6,
+                    "start": 56.0,
+                    "end": 57.8,
+                    "text": "Apply the rule to all customer groups."
+                },
+                {
+                    "index": 7,
+                    "start": 60.7,
+                    "end": 63.4,
+                    "text": "Set the start date to 'Christmas Day'."
+                },
+                {
+                    "index": 8,
+                    "start": 66.0,
+                    "end": 71.0,
+                    "text": "Set the end date to 'January 1st'."
+                }
+            ]
+        },
+        {
+            "task_index": 3,
+            "task": "Define conditions for the sale and apply a 20% discount.",
+            "actions": [
+                {
+                    "index": 9,
+                    "start": 78.9,
+                    "end": 81.9,
+                    "text": "Choose conditions for the sale or leave it to apply to all products."
+                },
+                {
+                    "index": 10,
+                    "start": 93.6,
+                    "end": 95.5,
+                    "text": "Apply a discount for fixed amounts."
+                }
+            ]
+        },
+        {
+            "task_index": 4,
+            "task": "Save and apply the price rule.",
+            "actions": [
+                {
+                    "index": 11,
+                    "start": 109.5,
+                    "end": 110.8,
+                    "text": "Save the price rule."
+                },
+                {
+                    "index": 12,
+                    "start": 115.1,
+                    "end": 118.3,
+                    "text": "Choose to apply the price rule."
+                }
+            ]
+        },
+        {
+            "task_index": 5,
+            "task": "Navigate to all reviews under the marketing tab to manage reviews.",
+            "actions": [
+                {
+                    "index": 13,
+                    "start": 152.3,
+                    "end": 154.2,
+                    "text": "Navigate to 'All Reviews' under the 'Marketing' tab."
+                }
+            ]
+        },
+        {
+            "task_index": 6,
+            "task": "Sort pending reviews, delete bad reviews, and approve good reviews.",
+            "actions": [
+                {
+                    "index": 14,
+                    "start": 163.4,
+                    "end": 165.0,
+                    "text": "Sort reviews by 'Pending'."
+                },
+                {
+                    "index": 15,
+                    "start": 168.5,
+                    "end": 171.9,
+                    "text": "Press 'Search' to filter pending reviews."
+                },
+                {
+                    "index": 16,
+                    "start": 181.2,
+                    "end": 186.1,
+                    "text": "Edit a review and press 'Delete Review'."
+                },
+                {
+                    "index": 17,
+                    "start": 193.6,
+                    "end": 203.6,
+                    "text": "Change the review status from 'Pending' to 'Approved'."
+                },
+                {
+                    "index": 18,
+                    "start": 205.2,
+                    "end": 206.0,
+                    "text": "Save the review."
+                }
+            ]
+        }
+    ]
+}
\ No newline at end of file
diff --git a/marketing_tutorial/marketing_tutorial.task.json b/marketing_tutorial/marketing_tutorial.task.json
new file mode 100644
index 0000000000000000000000000000000000000000..577ae683bb4f7923f484851b3528a44ba6ec61a6
--- /dev/null
+++ b/marketing_tutorial/marketing_tutorial.task.json
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+{
+    "tasks": [
+        {
+            "index": 0,
+            "start": 23.2,
+            "end": 31.6,
+            "text": "Navigate to the marketing tab and access catalog price rule."
+        },
+        {
+            "index": 1,
+            "start": 32.5,
+            "end": 43.5,
+            "text": "Add a new rule for a Christmas Day sale and set it as active."
+        },
+        {
+            "index": 2,
+            "start": 52.2,
+            "end": 71.1,
+            "text": "Choose the main website, apply to all customer groups, and set the time from December 25 to January 1, 2025."
+        },
+        {
+            "index": 3,
+            "start": 74.9,
+            "end": 95.8,
+            "text": "Define conditions for the sale and apply a 20% discount."
+        },
+        {
+            "index": 4,
+            "start": 107.7,
+            "end": 112.1,
+            "text": "Save and apply the price rule."
+        },
+        {
+            "index": 5,
+            "start": 146.2,
+            "end": 156.3,
+            "text": "Navigate to all reviews under the marketing tab to manage reviews."
+        },
+        {
+            "index": 6,
+            "start": 162.6,
+            "end": 204.1,
+            "text": "Sort pending reviews, delete bad reviews, and approve good reviews."
+        }
+    ]
+}
\ No newline at end of file