Monitor & Alert on Social Media Ad Performance with Bright Data Mcp

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

{
  "id": "UGLIZpcTDotxu1nV",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "11 Monitor Social Ad Performance",
  "tags": [],
  "nodes": [
    {
      "id": "72af5a15-95d1-488b-a9a8-6eb31dc6eb4c",
      "name": "OpenAI Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        460,
        240
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "37046d2c-78fd-48fe-aa34-8151eadff9f0",
      "name": "MCP Client",
      "type": "n8n-nodes-mcp.mcpClientTool",
      "position": [
        600,
        240
      ],
      "parameters": {
        "toolName": "scrape_as_markdown",
        "operation": "executeTool",
        "toolParameters": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Tool_Parameters', ``, 'json') }}"
      },
      "credentials": {
        "mcpClientApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "ee246d60-83c9-45bb-9537-65bc2054c561",
      "name": "\ud83d\udd01 Check Ads Every Hour",
      "type": "n8n-nodes-base.scheduleTrigger",
      "position": [
        0,
        0
      ],
      "parameters": {
        "rule": {
          "interval": [
            {
              "field": "hours"
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "1ea00dae-2733-42af-8ad3-7560210a214d",
      "name": "\ud83d\udce5 Set facebook ad dashboard URL",
      "type": "n8n-nodes-base.set",
      "position": [
        220,
        0
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "25ed5a8d-5316-493e-aa16-d93b1dfa9ba8",
              "name": "url",
              "type": "string",
              "value": "https://www.facebook.com/ads/library/?active_status=all&ad_type=all&country=US&q=nike&sort_data[direction]=desc&sort_data[mode]=relevancy_monthly_grouped"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "61aceca9-5347-462f-b037-b0f89db55f87",
      "name": "\ud83e\udde0 Scrape Ads via MCP Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        480,
        0
      ],
      "parameters": {
        "text": "=scrape the data from the from facebook ads dashboard:\n{{ $json.url }}",
        "options": {},
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 2
    },
    {
      "id": "5ce15013-60bf-41b2-afa3-bfbdc014c007",
      "name": "\ud83d\udd04 Return One Ad at a Time",
      "type": "n8n-nodes-base.code",
      "position": [
        920,
        0
      ],
      "parameters": {
        "jsCode": "// Input: full JSON from agent, stored in $json\n// Assumes: $json.ads is an array of ad objects\n\nconst ads = $json.ads;\n\n// Return only the first ad\nif (ads && ads.length > 0) {\n  return [ads[0]];\n} else {\n  return []; // no ads found\n}\n"
      },
      "typeVersion": 2
    },
    {
      "id": "c4f10143-aac8-44c9-b02f-9c6262d5a442",
      "name": "\ud83d\udea8 Is Ad Underperforming?",
      "type": "n8n-nodes-base.if",
      "position": [
        1100,
        0
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "bc9e2914-a4df-4a01-a093-a788dff98603",
              "operator": {
                "type": "number",
                "operation": "lt"
              },
              "leftValue": "={{ $json.estimated_ctr }}",
              "rightValue": 1
            },
            {
              "id": "aa6b27ad-9603-486d-b063-12712082c555",
              "operator": {
                "type": "number",
                "operation": "gt"
              },
              "leftValue": "={{ $json.estimated_cpa }}",
              "rightValue": 10
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "7d6e60e6-4d6a-4fc8-a63b-0b301d6ebf10",
      "name": "\ud83d\udcec Send Alert Email",
      "type": "n8n-nodes-base.gmail",
      "position": [
        1440,
        -100
      ],
      "parameters": {
        "sendTo": "user@example.com",
        "message": "=<h2>\ud83d\udcc9 Ad Alert: Performance Below Threshold</h2><p><strong>Ad Title:</strong> {{$json.ad_title}}</p><p><strong>Status:</strong> {{$json.status}}</p><p><strong>Estimated CTR:</strong> {{$json.estimated_ctr}}%</p><p><strong>Estimated CPA:</strong> ${{$json.estimated_cpa}}</p><p><strong>Start Date:</strong> {{$json.start_date}}</p><p><strong>Platforms:</strong> {{$json.platforms.join(', ')}}</p><p><strong>Ad Text:</strong><br>{{$json.ad_text}}</p><p><a href='{{$json.media_url}}'>View Media</a></p>",
        "options": {},
        "subject": "\ud83d\udea8 Underperforming Ad Detected"
      },
      "credentials": {
        "gmailOAuth2": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "ec09018c-78e8-4c08-935b-d98e7b23ecbe",
      "name": "\u2705 Do Nothing (Ad is OK)",
      "type": "n8n-nodes-base.noOp",
      "position": [
        1440,
        100
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "f5749714-9f5b-4230-9314-68555ce76171",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -60,
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      "parameters": {
        "color": 2,
        "width": 420,
        "height": 880,
        "content": "## \ud83e\udde9 SECTION 1: **Trigger & Input Setup**\n\n**\ud83d\udd01 Check Ads Every Hour** + **\ud83d\udce5 Set Query Input (Brand or URL)**\n\ud83d\udccd *Nodes: `Schedule Trigger`, `Edit Fields`*\n\n### \ud83d\udd27 What Happens:\n\n* **\ud83d\udd01 Schedule Trigger** fires the workflow automatically (e.g., every hour).\n* **\ud83d\udce5 Edit Fields** lets you define what brand or keyword to track (e.g., \u201cNike\u201d).\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nThis section is like setting the alarm clock \u23f0 and telling the system **what you're looking for**.\nYou don\u2019t need to code\u2014just input the keyword (like \u201cNike\u201d) and the rest is automatic.\n\n---\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "a4fc03cf-b7a2-4612-aeab-c17ac3069486",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        440,
        -1080
      ],
      "parameters": {
        "color": 5,
        "width": 320,
        "height": 1260,
        "content": "## \ud83e\udd16 SECTION 2: **Scrape Ads via AI Agent (Bright Data MCP)**\n\n**\ud83e\udde0 Scrape Ads via MCP Agent**\n\ud83d\udccd *Node: `AI Agent` (with sub-nodes: `OpenAI Chat`, `MCP Client`, `Structured Output Parser`)*\n\n### \ud83d\udd27 What Happens:\n\n* **\ud83e\udde0 AI Agent** uses Bright Data MCP to simulate a real user and scrape ad data from the Facebook Ads Library.\n* It sends the query input from Section 1 and fetches ad performance data (CTR, CPA, media, text, etc.).\n* The result is parsed cleanly into JSON.\n\n### \ud83e\udd16 Behind the Scenes:\n\n* \ud83d\udd10 Logs in with mobile headers via Bright Data MCP\n* \ud83d\udcc4 Extracts only **relevant ad details**\n* \ud83e\udd16 Uses OpenAI model to structure & clean the output\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nYou don\u2019t have to worry about scraping code or browser automation.\nThis **AI Agent does the dirty work**, like a robot assistant crawling Facebook ads and bringing back a summary of ad performance.\n\n---\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "79a75c43-404f-426c-bbc5-c3ea755cde3f",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        880,
        -920
      ],
      "parameters": {
        "color": 6,
        "width": 340,
        "height": 1100,
        "content": "## \ud83d\udd0e SECTION 3: **Process a Single Ad & Check If It's Underperforming**\n\n**\ud83d\udd04 Return One Ad at a Time** + **\ud83d\udea8 Is Ad Underperforming?**\n\ud83d\udccd *Nodes: `Code`, `If`*\n\n### \ud83d\udd27 What Happens:\n\n* **\ud83d\udd04 Code Node** reads the list of ads from the agent and **returns only one ad per run**.\n  It uses **n8n\u2019s memory** to remember which ad was shown last and avoids repeats.\n* **\ud83d\udea8 If Node** checks:\n\n  * Is CTR less than 1%?\n  * Is CPA greater than \\$10?\n\nIf both are true, it's considered **underperforming**.\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nThink of this like flipping through a file one page at a time \ud83d\udcc4.\nThe system checks each ad: \u201cIs this one bad?\u201d\u2014if yes, it takes action.\nIf no, it skips quietly.\n\n---\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "7b51b10e-00d7-42d9-b699-d28732f04943",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1360,
        -1040
      ],
      "parameters": {
        "color": 3,
        "width": 280,
        "height": 1280,
        "content": "## \ud83d\udcec SECTION 4: **Take Action Based on Ad Quality**\n\n**\ud83d\udcec Send Alert Email** + **\u2705 Do Nothing (Ad is OK)**\n\ud83d\udccd *Nodes: `Gmail`, `No Operation`*\n\n### \ud83d\udd27 What Happens:\n\n* If the ad is **underperforming**, the **\ud83d\udcec Gmail Node** sends you an alert:\n\n  * Ad Title\n  * Performance stats (CTR, CPA)\n  * Link to the media\n* If it\u2019s performing well, the flow silently ends at **\u2705 Do Nothing**.\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nYou\u2019ll get an email only **when action is needed**, so your inbox stays clean.\nIf the ad is fine, the workflow smartly does nothing \u2705\u2014saving time and distractions.\n\n---\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "a496134d-ecc0-4f90-bdd9-0e0cd102794d",
      "name": "Sticky Note9",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1960,
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      ],
      "parameters": {
        "color": 4,
        "width": 1300,
        "height": 320,
        "content": "=======================================\n            WORKFLOW ASSISTANCE\n=======================================\nFor any questions or support, please contact:\n    Yaron@nofluff.online\n\nExplore more tips and tutorials here:\n   - YouTube: https://www.youtube.com/@YaronBeen/videos\n   - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n=======================================\n"
      },
      "typeVersion": 1
    },
    {
      "id": "4652568e-1bcc-4ba8-bcaa-79043084b1a3",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1960,
        -340
      ],
      "parameters": {
        "color": 4,
        "width": 1289,
        "height": 2778,
        "content": "# \ud83d\udea8 Smart Ad Monitor: Auto-Scrape Facebook Ads & Alert on Underperformance (via Bright Data MCP)\n---\n\n## \ud83c\udfaf **Workflow Goal:**\n\nAutomatically monitor Facebook Ads (via Bright Data MCP), analyze performance, and send alerts if ads are underperforming.\n\n---\n\n## \ud83e\udde9 SECTION 1: **Trigger & Input Setup**\n\n**\ud83d\udd01 Check Ads Every Hour** + **\ud83d\udce5 Set Query Input (Brand or URL)**\n\ud83d\udccd *Nodes: `Schedule Trigger`, `Edit Fields`*\n\n### \ud83d\udd27 What Happens:\n\n* **\ud83d\udd01 Schedule Trigger** fires the workflow automatically (e.g., every hour).\n* **\ud83d\udce5 Edit Fields** lets you define what brand or keyword to track (e.g., \u201cNike\u201d).\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nThis section is like setting the alarm clock \u23f0 and telling the system **what you're looking for**.\nYou don\u2019t need to code\u2014just input the keyword (like \u201cNike\u201d) and the rest is automatic.\n\n---\n\n## \ud83e\udd16 SECTION 2: **Scrape Ads via AI Agent (Bright Data MCP)**\n\n**\ud83e\udde0 Scrape Ads via MCP Agent**\n\ud83d\udccd *Node: `AI Agent` (with sub-nodes: `OpenAI Chat`, `MCP Client`, `Structured Output Parser`)*\n\n### \ud83d\udd27 What Happens:\n\n* **\ud83e\udde0 AI Agent** uses Bright Data MCP to simulate a real user and scrape ad data from the Facebook Ads Library.\n* It sends the query input from Section 1 and fetches ad performance data (CTR, CPA, media, text, etc.).\n* The result is parsed cleanly into JSON.\n\n### \ud83e\udd16 Behind the Scenes:\n\n* \ud83d\udd10 Logs in with mobile headers via Bright Data MCP\n* \ud83d\udcc4 Extracts only **relevant ad details**\n* \ud83e\udd16 Uses OpenAI model to structure & clean the output\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nYou don\u2019t have to worry about scraping code or browser automation.\nThis **AI Agent does the dirty work**, like a robot assistant crawling Facebook ads and bringing back a summary of ad performance.\n\n---\n\n## \ud83d\udd0e SECTION 3: **Process a Single Ad & Check If It's Underperforming**\n\n**\ud83d\udd04 Return One Ad at a Time** + **\ud83d\udea8 Is Ad Underperforming?**\n\ud83d\udccd *Nodes: `Code`, `If`*\n\n### \ud83d\udd27 What Happens:\n\n* **\ud83d\udd04 Code Node** reads the list of ads from the agent and **returns only one ad per run**.\n  It uses **n8n\u2019s memory** to remember which ad was shown last and avoids repeats.\n* **\ud83d\udea8 If Node** checks:\n\n  * Is CTR less than 1%?\n  * Is CPA greater than \\$10?\n\nIf both are true, it's considered **underperforming**.\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nThink of this like flipping through a file one page at a time \ud83d\udcc4.\nThe system checks each ad: \u201cIs this one bad?\u201d\u2014if yes, it takes action.\nIf no, it skips quietly.\n\n---\n\n## \ud83d\udcec SECTION 4: **Take Action Based on Ad Quality**\n\n**\ud83d\udcec Send Alert Email** + **\u2705 Do Nothing (Ad is OK)**\n\ud83d\udccd *Nodes: `Gmail`, `No Operation`*\n\n### \ud83d\udd27 What Happens:\n\n* If the ad is **underperforming**, the **\ud83d\udcec Gmail Node** sends you an alert:\n\n  * Ad Title\n  * Performance stats (CTR, CPA)\n  * Link to the media\n* If it\u2019s performing well, the flow silently ends at **\u2705 Do Nothing**.\n\n### \ud83e\uddd1\u200d\ud83d\udcbc For Beginners:\n\nYou\u2019ll get an email only **when action is needed**, so your inbox stays clean.\nIf the ad is fine, the workflow smartly does nothing \u2705\u2014saving time and distractions.\n\n---\n\n## \ud83c\udf08 **Summary (with Icons)**\n\n| Section                  | Purpose                                | Icons    |\n| ------------------------ | -------------------------------------- | -------- |\n| \ud83d\udd01 **Trigger & Input**   | Start on schedule, set query keyword   | \u23f0 \ud83d\udcdd     |\n| \ud83e\udd16 **AI Agent Scraping** | Use Bright Data MCP to collect ad data | \ud83e\udde0 \ud83d\udce1 \ud83d\udcc4 |\n| \ud83d\udd0d **Ad Evaluation**     | Check ad metrics one-by-one            | \ud83d\udd04 \ud83d\udcca    |\n| \ud83d\udcec **Action Section**    | Alert via Gmail or do nothing          | \ud83d\udce7 \u2705     |\n\n---\n\n"
      },
      "typeVersion": 1
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    {
      "id": "9bf1083f-82d7-4a5d-8006-b160e97ca7a9",
      "name": "Sticky Note5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1720,
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      "parameters": {
        "color": 7,
        "width": 380,
        "height": 240,
        "content": "## I\u2019ll receive a tiny commission if you join Bright Data through this link\u2014thanks for fueling more free content!\n\n### https://get.brightdata.com/1tndi4600b25"
      },
      "typeVersion": 1
    },
    {
      "id": "58f73834-e35a-42d3-9385-76ee106eeb1d",
      "name": "Auto-fixing Output Parser",
      "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
      "position": [
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      "parameters": {
        "options": {}
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      "typeVersion": 1
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    {
      "id": "4337a0cc-b008-494b-ae51-ada351830438",
      "name": "OpenAI Chat Model1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        700,
        460
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "df736167-a084-49b2-bca8-1e9b12862f79",
      "name": "Structured Output Parser1",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        880,
        460
      ],
      "parameters": {
        "jsonSchemaExample": "{\n  \"ads\": [\n    {\n      \"ad_id\": \"1234567890\",\n      \"advertiser\": \"Nike\",\n      \"ad_title\": \"Just Do It - Air Max 2025\",\n      \"platforms\": [\"Facebook\", \"Instagram\"],\n      \"status\": \"Active\",\n      \"start_date\": \"2025-06-25\",\n      \"ad_text\": \"Feel the future. Experience Air Max like never before.\",\n      \"media_type\": \"Image\",\n      \"media_url\": \"https://example.com/ad1.jpg\",\n      \"impressions\": 150000,\n      \"engagement\": {\n        \"likes\": 1200,\n        \"shares\": 300,\n        \"comments\": 220\n      },\n      \"estimated_ctr\": 0.85,\n      \"estimated_cpa\": 11.20\n    },\n    {\n      \"ad_id\": \"0987654321\",\n      \"advertiser\": \"Nike\",\n      \"ad_title\": \"Nike Running Club Promo\",\n      \"platforms\": [\"Facebook\"],\n      \"status\": \"Active\",\n      \"start_date\": \"2025-06-20\",\n      \"ad_text\": \"Join the Nike Running Club and push your limits.\",\n      \"media_type\": \"Video\",\n      \"media_url\": \"https://example.com/ad2.mp4\",\n      \"impressions\": 80000,\n      \"engagement\": {\n        \"likes\": 600,\n        \"shares\": 80,\n        \"comments\": 95\n      },\n      \"estimated_ctr\": 0.45,\n      \"estimated_cpa\": 15.90\n    },\n    {\n      \"ad_id\": \"1122334455\",\n      \"advertiser\": \"Nike\",\n      \"ad_title\": \"Summer Sale \u2013 Up to 40% Off!\",\n      \"platforms\": [\"Messenger\", \"Instagram\"],\n      \"status\": \"Inactive\",\n      \"start_date\": \"2025-06-10\",\n      \"ad_text\": \"Heat up your summer with big savings on Nike gear.\",\n      \"media_type\": \"Image\",\n      \"media_url\": \"https://example.com/ad3.jpg\",\n      \"impressions\": 200000,\n      \"engagement\": {\n        \"likes\": 1900,\n        \"shares\": 410,\n        \"comments\": 350\n      },\n      \"estimated_ctr\": 1.20,\n      \"estimated_cpa\": 7.60\n    }\n  ],\n  \"scraped_at\": \"2025-06-30T20:50:00Z\"\n}\n"
      },
      "typeVersion": 1.2
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  ],
  "active": false,
  "settings": {
    "executionOrder": "v1"
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  "versionId": "9cafbbb6-0fe7-4384-ac97-e1d781957885",
  "connections": {
    "MCP Client": {
      "ai_tool": [
        [
          {
            "node": "\ud83e\udde0 Scrape Ads via MCP Agent",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "\ud83e\udde0 Scrape Ads via MCP Agent",
            "type": "ai_languageModel",
            "index": 0
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        ]
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    "OpenAI Chat Model1": {
      "ai_languageModel": [
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            "type": "ai_languageModel",
            "index": 0
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    "Auto-fixing Output Parser": {
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        [
          {
            "node": "\ud83e\udde0 Scrape Ads via MCP Agent",
            "type": "ai_outputParser",
            "index": 0
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      "ai_outputParser": [
        [
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            "node": "Auto-fixing Output Parser",
            "type": "ai_outputParser",
            "index": 0
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        ]
      ]
    },
    "\ud83d\udd01 Check Ads Every Hour": {
      "main": [
        [
          {
            "node": "\ud83d\udce5 Set facebook ad dashboard URL",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "\ud83d\udea8 Is Ad Underperforming?": {
      "main": [
        [
          {
            "node": "\ud83d\udcec Send Alert Email",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "\u2705 Do Nothing (Ad is OK)",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "\ud83d\udd04 Return One Ad at a Time": {
      "main": [
        [
          {
            "node": "\ud83d\udea8 Is Ad Underperforming?",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "\ud83e\udde0 Scrape Ads via MCP Agent": {
      "main": [
        [
          {
            "node": "\ud83d\udd04 Return One Ad at a Time",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "\ud83d\udce5 Set facebook ad dashboard URL": {
      "main": [
        [
          {
            "node": "\ud83e\udde0 Scrape Ads via MCP Agent",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

• gmailOAuth2
• mcpClientApi
• openAiApi

About this workflow

This workflow automatically monitors social media advertising performance across platforms to track campaign effectiveness and ROI. It saves you time by eliminating the need to manually check multiple ad platforms and provides consolidated performance data for all your social…

Source: https://n8n.io/workflows/5954/ — original creator credit. Request a take-down →

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