Daniel Setzermann This workflow corresponds to n8n.io template #4684 — we link there as the canonical source.
This workflow follows the Agent → Facebookgraphapi recipe pattern — see all workflows that pair these two integrations.
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": "HSkxJKrT4lRkab16",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Analyze Meta Ads, Create Ad Texts & Upload Image & Video Ads to Meta Ads Manager",
"tags": [],
"nodes": [
{
"id": "6205a675-8533-458b-a0db-1298740d5161",
"name": "Upload Ad Video",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
2340,
1980
],
"parameters": {},
"typeVersion": 1
},
{
"id": "fe523d79-a5c5-43d4-a6b0-e89c190d9007",
"name": "Get Video Preview Image",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
2740,
1980
],
"parameters": {},
"typeVersion": 1
},
{
"id": "49f08c36-3494-4304-8542-67ff1deb244e",
"name": "Analyze Video with Gemini",
"type": "n8n-nodes-base.httpRequest",
"position": [
2740,
1020
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "c638cf41-7820-4bf0-a253-dd9387a5ed32",
"name": "Gemini - Generate Upload URL",
"type": "n8n-nodes-base.httpRequest",
"position": [
1300,
1120
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "4025ddce-afd4-4526-9a94-b59cbaa5837a",
"name": "Gemini - Upload File",
"type": "n8n-nodes-base.httpRequest",
"position": [
1720,
1120
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "c116efd1-ac34-46bd-ae31-4650cc369f25",
"name": "Download from Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
1520,
1120
],
"parameters": {},
"typeVersion": 3
},
{
"id": "cd25f2c2-5697-44d7-919b-1ef23505d124",
"name": "Create Asset",
"type": "n8n-nodes-base.googleSheets",
"position": [
2380,
780
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "55aae2bf-e57b-4e06-baca-9ca3ca99d8b5",
"name": "Get All Rows",
"type": "n8n-nodes-base.googleSheets",
"position": [
2640,
780
],
"parameters": {},
"executeOnce": true,
"typeVersion": 4.5
},
{
"id": "5dc2e330-814b-43c7-9228-7c412a4bd4a3",
"name": "AI Description is Empty",
"type": "n8n-nodes-base.filter",
"position": [
2880,
780
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "b402bfd8-7e64-4220-b5e8-7e88b765d896",
"name": "Check State",
"type": "n8n-nodes-base.httpRequest",
"position": [
2340,
1120
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "e81071cf-e86a-42f0-ac80-13432e6b2097",
"name": "If",
"type": "n8n-nodes-base.if",
"position": [
2540,
1120
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "0719ebaf-3c86-4d46-b5f3-9ed00c53936e",
"name": "Wait 2 Seconds",
"type": "n8n-nodes-base.wait",
"position": [
2720,
1220
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "110d630e-0e17-42b9-998a-a224fa844b54",
"name": "Wait 3 Seconds",
"type": "n8n-nodes-base.wait",
"position": [
2140,
1120
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "48520a4b-7a8b-41e5-8c43-329c20870bc9",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2960,
1020
],
"parameters": {},
"typeVersion": 1.8
},
{
"id": "57fa5985-8551-42a6-bd47-9519589a3bf7",
"name": "Video or Image",
"type": "n8n-nodes-base.switch",
"position": [
3300,
780
],
"parameters": {},
"typeVersion": 3.2
},
{
"id": "649afa30-f30a-4c09-94ed-923f34515fd8",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
2940,
1220
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "ab605d41-39a5-4a97-ab2f-8b1b52a5d846",
"name": "Get File Metadata",
"type": "n8n-nodes-base.httpRequest",
"position": [
3100,
780
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "e571a88e-ca16-4572-ad6c-62f068504fb1",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
3160,
1220
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "29dc39cb-f783-4f94-868e-e5e6a40a73b2",
"name": "Get Ads to Process",
"type": "n8n-nodes-base.googleSheets",
"position": [
1260,
2020
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "7d39fa34-bca9-45f1-b88f-76480317de39",
"name": "Get Settings",
"type": "n8n-nodes-base.googleSheets",
"position": [
1260,
2300
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "304aafc4-5bd0-44f5-b20e-a38e5baefa75",
"name": "Merge",
"type": "n8n-nodes-base.merge",
"position": [
1720,
2160
],
"parameters": {},
"typeVersion": 3.1
},
{
"id": "618ec524-d237-4495-8a51-0333069784e3",
"name": "AI Agent1",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2960,
1440
],
"parameters": {},
"typeVersion": 1.8
},
{
"id": "b56d7a32-7772-48ec-bf20-dbc8709484ab",
"name": "Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
1300,
1440
],
"parameters": {},
"typeVersion": 3
},
{
"id": "6a63d1f4-4e33-4cb5-ac02-7b73c9c7e216",
"name": "OpenAI Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
2940,
1660
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "d24b46b8-2dfe-4979-a678-5f43e23491ec",
"name": "Structured Output Parser1",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
3160,
1660
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "655d8706-a92c-4ad7-8b07-0bf14ce3febf",
"name": "When clicking \u2018Test workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
920,
2140
],
"parameters": {},
"typeVersion": 1
},
{
"id": "4ad90a98-acbc-4866-a51a-4d11d7a3a44e",
"name": "Get Video",
"type": "n8n-nodes-base.httpRequest",
"position": [
2160,
1980
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "f02961b4-328a-4b5f-9d99-6ea5be623123",
"name": "Wait",
"type": "n8n-nodes-base.wait",
"position": [
2540,
1980
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "e7f640d3-b382-4076-895b-3482bce6bee6",
"name": "Video or Image Asset",
"type": "n8n-nodes-base.switch",
"position": [
1900,
2160
],
"parameters": {},
"typeVersion": 3.2
},
{
"id": "7133563d-7b1a-4ad2-94b8-92e09c1bf7dd",
"name": "Facebook Graph API",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
3800,
2280
],
"parameters": {},
"typeVersion": 1
},
{
"id": "6b07b2cd-a0cd-494d-9243-0f3ebe836830",
"name": "Get image 1",
"type": "n8n-nodes-base.httpRequest",
"position": [
2160,
2280
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "783616dd-ddae-459a-b01b-381c0616812f",
"name": "Get image ",
"type": "n8n-nodes-base.httpRequest",
"position": [
2800,
2200
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "dae5668c-4be2-4a19-800f-83d7b63e1518",
"name": "Google Drive Folder Updated",
"type": "n8n-nodes-base.googleDriveTrigger",
"position": [
1260,
780
],
"parameters": {},
"typeVersion": 1
},
{
"id": "9b6145e0-3fd8-4664-a9dc-297f7d949191",
"name": "Fetch All Files",
"type": "n8n-nodes-base.googleDrive",
"position": [
1520,
780
],
"parameters": {},
"typeVersion": 3
},
{
"id": "d3566142-d98e-47dc-a0a1-74a0be61170f",
"name": "Get Files Metadata",
"type": "n8n-nodes-base.httpRequest",
"position": [
1780,
780
],
"parameters": {},
"typeVersion": 4.2
},
{
"id": "5135bbca-2715-401c-9019-5b21b1b76362",
"name": "Extract File Specs",
"type": "n8n-nodes-base.set",
"position": [
2060,
780
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "75a91825-ea89-461c-85e5-77a2a6736dee",
"name": "Save Video Analysis Output",
"type": "n8n-nodes-base.googleSheets",
"position": [
3320,
1020
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "367910e1-f247-4bcd-8ba3-e65afd3ac731",
"name": "Save Image Analysis Output",
"type": "n8n-nodes-base.googleSheets",
"position": [
3340,
1440
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "d730546f-874b-4f85-882b-415f201f3941",
"name": "Filter Unprocessed Ads",
"type": "n8n-nodes-base.filter",
"position": [
1480,
2020
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "485afc5d-4490-44a1-b25a-d87b21f1fe04",
"name": "Create Video Ad Creative",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
2960,
1980
],
"parameters": {},
"typeVersion": 1
},
{
"id": "31fc206d-3f57-4c40-a24e-8299bbd6e452",
"name": "Create Video Ad",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
3580,
1980
],
"parameters": {},
"typeVersion": 1
},
{
"id": "51e84264-cd4a-4385-be69-ee11ae4429d5",
"name": "Save Video Ad Details",
"type": "n8n-nodes-base.googleSheets",
"position": [
4120,
1980
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "cb41025e-e1e0-454c-93b5-a36eba57dba5",
"name": "Check if two or one image",
"type": "n8n-nodes-base.if",
"position": [
2560,
2280
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "73757cd6-9a2c-4bc5-8842-f92177a31cd3",
"name": "Upload Ad Image",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
2340,
2280
],
"parameters": {},
"typeVersion": 1
},
{
"id": "93f5be7e-8a94-4aaa-8e65-e2316e7bc15a",
"name": "Create Multiple Image Creative",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
3240,
2200
],
"parameters": {},
"typeVersion": 1
},
{
"id": "49efc025-f772-4669-96c7-a9ed4b2dca63",
"name": "Create Image Creative",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
3000,
2520
],
"parameters": {},
"typeVersion": 1
},
{
"id": "d7fe1213-3db6-47b3-ac69-debc873c79e0",
"name": "Upload Second Ad Image",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
3020,
2200
],
"parameters": {},
"typeVersion": 1
},
{
"id": "4887b86c-c0be-4810-90ff-0a5be4a07b71",
"name": "Create Image Ad",
"type": "n8n-nodes-base.facebookGraphApi",
"position": [
3580,
2280
],
"parameters": {},
"typeVersion": 1
},
{
"id": "77f3371f-b818-4bf0-9381-126aa374f453",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
1260,
660
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "92a00fa1-89be-45e0-9055-189ac0479114",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
2380,
660
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "c064fecd-9d51-4839-bf86-9134b12102c4",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
3500,
1100
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "f27867dc-13f3-4d7a-8a5b-04776c6389ff",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
3520,
1520
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "cc280912-6f45-4836-8c22-edd471c13ec8",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
4080,
1880
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "225cde15-4ded-41b1-a6ea-b40ea1c9e961",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
4080,
2460
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "9875016f-c878-4215-ba17-a350d8fa26e6",
"name": "Save Image Ad Details",
"type": "n8n-nodes-base.googleSheets",
"position": [
4120,
2280
],
"parameters": {},
"typeVersion": 4.5
},
{
"id": "72d1819a-b983-4f0c-afc2-1f83baf6416f",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1220,
2460
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "79292ebc-98f7-4acb-aca7-01d641091301",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
1220,
1920
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "bb4afb0c-97cb-41db-a42d-44c10aed33f3",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
680,
660
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "729d2f7e-4e14-4c91-8fa5-1d42eef3923c",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
"position": [
2900,
1340
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "82abdc96-707e-4a9f-8717-217dc583c06f",
"name": "Sticky Note10",
"type": "n8n-nodes-base.stickyNote",
"position": [
2900,
1780
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "051d9a9f-d786-4188-91a5-0f33cf8dba24",
"name": "Sticky Note11",
"type": "n8n-nodes-base.stickyNote",
"position": [
640,
1940
],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "7ec4840f-4712-4879-b777-fa11bb265770",
"connections": {
"If": {
"main": [
[
{
"node": "Analyze Video with Gemini",
"type": "main",
"index": 0
}
],
[
{
"node": "Wait 2 Seconds",
"type": "main",
"index": 0
}
]
]
},
"Wait": {
"main": [
[
{
"node": "Get Video Preview Image",
"type": "main",
"index": 0
}
]
]
},
"Merge": {
"main": [
[
{
"node": "Video or Image Asset",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Save Video Analysis Output",
"type": "main",
"index": 0
}
]
]
},
"AI Agent1": {
"main": [
[
{
"node": "Save Image Analysis Output",
"type": "main",
"index": 0
}
]
]
},
"Get Video": {
"main": [
[
{
"node": "Upload Ad Video",
"type": "main",
"index": 0
}
]
]
},
"Get image ": {
"main": [
[
{
"node": "Upload Second Ad Image",
"type": "main",
"index": 0
}
]
]
},
"Check State": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"Get image 1": {
"main": [
[
{
"node": "Upload Ad Image",
"type": "main",
"index": 0
}
]
]
},
"Create Asset": {
"main": [
[
{
"node": "Get All Rows",
"type": "main",
"index": 0
}
]
]
},
"Get All Rows": {
"main": [
[
{
"node": "AI Description is Empty",
"type": "main",
"index": 0
}
]
]
},
"Get Settings": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 1
}
]
]
},
"Google Drive": {
"main": [
[
{
"node": "AI Agent1",
"type": "main",
"index": 0
}
]
]
},
"Video or Image": {
"main": [
[
{
"node": "Gemini - Generate Upload URL",
"type": "main",
"index": 0
}
],
[
{
"node": "Google Drive",
"type": "main",
"index": 0
}
]
]
},
"Wait 2 Seconds": {
"main": [
[
{
"node": "Check State",
"type": "main",
"index": 0
}
]
]
},
"Wait 3 Seconds": {
"main": [
[
{
"node": "Check State",
"type": "main",
"index": 0
}
]
]
},
"Create Image Ad": {
"main": [
[
{
"node": "Facebook Graph API",
"type": "main",
"index": 0
}
]
]
},
"Create Video Ad": {
"main": [
[
{
"node": "Save Video Ad Details",
"type": "main",
"index": 0
}
]
]
},
"Fetch All Files": {
"main": [
[
{
"node": "Get Files Metadata",
"type": "main",
"index": 0
}
]
]
},
"Upload Ad Image": {
"main": [
[
{
"node": "Check if two or one image",
"type": "main",
"index": 0
}
]
]
},
"Upload Ad Video": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Get File Metadata": {
"main": [
[
{
"node": "Video or Image",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Extract File Specs": {
"main": [
[
{
"node": "Create Asset",
"type": "main",
"index": 0
}
]
]
},
"Facebook Graph API": {
"main": [
[
{
"node": "Save Image Ad Details",
"type": "main",
"index": 0
}
]
]
},
"Get Ads to Process": {
"main": [
[
{
"node": "Filter Unprocessed Ads",
"type": "main",
"index": 0
}
]
]
},
"Get Files Metadata": {
"main": [
[
{
"node": "Extract File Specs",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model1": {
"ai_languageModel": [
[
{
"node": "AI Agent1",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Gemini - Upload File": {
"main": [
[
{
"node": "Wait 3 Seconds",
"type": "main",
"index": 0
}
]
]
},
"Video or Image Asset": {
"main": [
[
{
"node": "Get Video",
"type": "main",
"index": 0
}
],
[
{
"node": "Get image 1",
"type": "main",
"index": 0
}
]
]
},
"Create Image Creative": {
"main": [
[
{
"node": "Create Image Ad",
"type": "main",
"index": 0
}
]
]
},
"Filter Unprocessed Ads": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"Upload Second Ad Image": {
"main": [
[
{
"node": "Create Multiple Image Creative",
"type": "main",
"index": 0
}
]
]
},
"AI Description is Empty": {
"main": [
[
{
"node": "Get File Metadata",
"type": "main",
"index": 0
}
]
]
},
"Get Video Preview Image": {
"main": [
[
{
"node": "Create Video Ad Creative",
"type": "main",
"index": 0
}
]
]
},
"Create Video Ad Creative": {
"main": [
[
{
"node": "Create Video Ad",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "AI Agent",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Analyze Video with Gemini": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Check if two or one image": {
"main": [
[
{
"node": "Get image ",
"type": "main",
"index": 0
}
],
[
{
"node": "Create Image Creative",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser1": {
"ai_outputParser": [
[
{
"node": "AI Agent1",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Download from Google Drive": {
"main": [
[
{
"node": "Gemini - Upload File",
"type": "main",
"index": 0
}
]
]
},
"Google Drive Folder Updated": {
"main": [
[
{
"node": "Fetch All Files",
"type": "main",
"index": 0
}
]
]
},
"Gemini - Generate Upload URL": {
"main": [
[
{
"node": "Download from Google Drive",
"type": "main",
"index": 0
}
]
]
},
"Create Multiple Image Creative": {
"main": [
[
{
"node": "Create Image Ad",
"type": "main",
"index": 0
}
]
]
},
"When clicking \u2018Test workflow\u2019": {
"main": [
[
{
"node": "Get Ads to Process",
"type": "main",
"index": 0
},
{
"node": "Get Settings",
"type": "main",
"index": 0
}
]
]
}
}
}
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
This comprehensive n8n workflow automates the entire Meta (Facebook/Instagram) advertising process, from asset analysis to ad creation. It combines AI-powered content analysis with automated ad deployment, streamlining the creation of high-converting social media advertisements.
Source: https://n8n.io/workflows/4684/ — original creator credit. Request a take-down →
Related workflows
Workflows that share integrations, category, or trigger type with this one. All free to copy and import.
🎯 Create viral TikToks, Shorts, Reels, podcasts, and ASMR videos in minutes — all on autopilot.
OpenAI, HTTP Request, Form Trigger +7
Generate AI viral videos with NanoBanana & VEO3, shared on socials via Blotato 2. Uses @blotato/n8n-nodes-blotato, googleSheets, lmChatOpenAi, toolThink. Event-driven trigger; 94 nodes.
@Blotato/N8N Nodes Blotato, Google Sheets, OpenAI Chat +9
This template is designed for marketers, content creators, and e-commerce brands who want to automate the creation of professional ad videos at scale. It’s ideal for teams looking to generate consiste
Telegram, Telegram Trigger, Google Drive +8
This automation is designed to help you generate AI-powered music tracks, cover art, and fully rendered music videos — all triggered from a simple Telegram chat and managed via Google Sheets.
OpenAI Chat, Memory Buffer Window, Output Parser Structured +11
This workflow is designed for marketers, content creators, agencies, and solo founders who want to publish long‑form posts with visuals on autopilot using n8n and AI agents.
Tool Http Request, Agent, HTTP Request +27