Robert Breen This workflow corresponds to n8n.io template #7019 — we link there as the canonical source.
This workflow follows the Agent → HTTP Request 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 →
{
"meta": {
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "82533369-cc25-43f8-9698-c852ff0c6feb",
"name": "When clicking \u2018Execute workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-480,
440
],
"parameters": {},
"typeVersion": 1
},
{
"id": "d55cb854-75f0-4cfd-98dc-16a1560fcfcd",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
760,
280
],
"parameters": {
"text": "=followers: {{ $json.followersCount }} bio: {{ $json.bio }} ",
"options": {
"systemMessage": "You are a helpful assistant. I'm lookig for n8n creators to collaborate with. read their bio, and output yes or no if they are a good person for me to reach out to in order to collaborate on a project. I need the follower count to be 2k at leaset. \n\noutput like this. \n\n{\n\t\"lead status\": \"Yes or No\",\n\t\"Reasoning\": \"reasoning for why they are a good or bad lead. \"\n}"
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 2
},
{
"id": "de7abe87-394e-49d1-b049-286ee6d1d477",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
760,
480
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "c3ffa5c7-8ebd-4be3-a9f3-2232ecb19c97",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
940,
460
],
"parameters": {
"jsonSchemaExample": "{\n\t\"lead status\": \"Yes or No\",\n\t\"Reasoning\": \"reasoning for why they are a good or bad lead. \"\n}"
},
"typeVersion": 1.2
},
{
"id": "ba19cddd-f3e4-4b1f-8c19-c5ebeca3d72a",
"name": "Find Recent Posts",
"type": "n8n-nodes-base.httpRequest",
"position": [
-40,
440
],
"parameters": {
"url": "=https://api.apify.com/v2/acts/apify~instagram-hashtag-scraper/run-sync-get-dataset-items\n",
"method": "POST",
"options": {},
"jsonBody": "={\n \"hashtags\": [\n \"{{ $json.Search_Term }}\"\n ],\n \"resultsLimit\": 5,\n \"resultsType\": \"posts\"\n}",
"sendBody": true,
"specifyBody": "json",
"authentication": "genericCredentialType",
"genericAuthType": "httpQueryAuth"
},
"credentials": {
"httpQueryAuth": {
"name": "<your credential>"
}
},
"typeVersion": 4.2
},
{
"id": "7e3e1c9a-3bcc-4cbc-880d-e2f8c6440159",
"name": "Create Search Term",
"type": "n8n-nodes-base.set",
"position": [
-260,
300
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "ad5c9a23-7fe0-4ed4-b1e7-d3da417bcb86",
"name": "Search_Term",
"type": "string",
"value": "n8n"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "b34f82fa-0286-4913-abc6-6b35eb155e44",
"name": "Scrape Accounts",
"type": "n8n-nodes-base.httpRequest",
"position": [
320,
200
],
"parameters": {
"url": "=https://api.apify.com/v2/acts/apify~instagram-profile-scraper/run-sync-get-dataset-items\n",
"method": "POST",
"options": {},
"jsonBody": "={\n \"usernames\": [\n \"{{ $json.ownerUsername }}\"\n ]\n}",
"sendBody": true,
"specifyBody": "json",
"authentication": "genericCredentialType",
"genericAuthType": "httpQueryAuth"
},
"credentials": {
"httpQueryAuth": {
"name": "<your credential>"
}
},
"typeVersion": 4.2
},
{
"id": "8c2b4344-0b26-4eca-98b7-136593e21c7b",
"name": "Set bio and follower count",
"type": "n8n-nodes-base.set",
"position": [
500,
400
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "f2cfdd81-ee6c-4b27-885a-6cf21f6efffb",
"name": "bio",
"type": "string",
"value": "={{ $json.biography }}"
},
{
"id": "2761d89a-2de3-4aeb-8a05-fc61a20f9ed4",
"name": "followersCount",
"type": "number",
"value": "={{ $json.followersCount }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "3a1e36af-6e34-4ded-85cd-45f7f6788b22",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-580,
-160
],
"parameters": {
"color": 3,
"width": 780,
"height": 800,
"content": "#### 1\ufe0f\u20e3 Manual Trigger \n- **Node**: `When clicking \u2018Execute workflow\u2019` \n- **Use**: Allows you to run the workflow manually while testing.\n\n#### 2\ufe0f\u20e3 Define Hashtag \n- **Node**: `Create Search Term` \n- **Value**: Sets `\"n8n\"` as the default Instagram hashtag to scan. \n- You can edit this to any other hashtag you'd like.\n\n#### 3\ufe0f\u20e3 Find Recent Posts \n- **Node**: `Find Recent Posts` \n- **API**: [Apify Instagram Hashtag Scraper](https://console.apify.com/actors/apify/instagram-hashtag-scraper) \n- **Auth Setup**: \n - Go to your [Apify Console](https://console.apify.com/) \n - Click \u201cCreate new token\u201d \n - In n8n, create a new **HTTP Query Auth** credential \n - Set token in the `token` query param (e.g., `?token=yourTokenHere`) \n - Choose the credential in this node"
},
"typeVersion": 1
},
{
"id": "196cab38-3830-4a0e-8885-f1bc1fc0c57a",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
220,
-160
],
"parameters": {
"color": 4,
"width": 440,
"height": 800,
"content": "#### 4\ufe0f\u20e3 Scrape Each Profile \n- **Node**: `Scrape Accounts` \n- **API**: [Apify Instagram Profile Scraper](https://console.apify.com/actors/apify/instagram-profile-scraper) \n- **Body**: JSON with `usernames` from the hashtag search \n- **Note**: Uses the same `httpQueryAuth` credential as the previous node.\n\n#### 5\ufe0f\u20e3 Extract Fields \n- **Node**: `Set bio and follower count` \n- **What it does**: Extracts `biography` and `followersCount` from the profile JSON and stores them in clean variables for AI input.\n"
},
"typeVersion": 1
},
{
"id": "d0c8ca4e-519c-452c-b906-7d07782ed166",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
680,
-160
],
"parameters": {
"color": 6,
"width": 420,
"height": 800,
"content": "#### 6\ufe0f\u20e3 AI Lead Scoring \n- **Node**: `AI Agent` \n- **Purpose**: Uses GPT-4o-mini to analyze the bio and follower count \n- **Prompt Details**:\n#### 7\ufe0f\u20e3 AI Model \n- **Node**: `OpenAI Chat Model` \n- **Model**: `gpt-4o-mini` \n- **Credential**: Connect your OpenAI account via API Key. \n- Go to [OpenAI API Keys](https://platform.openai.com/account/api-keys) \n- Copy your key and create a new **OpenAI API** credential in n8n.\n\n#### 8\ufe0f\u20e3 Output Parser \n- **Node**: `Structured Output Parser` \n- **What it does**: Parses the response from the AI into structured JSON for further use \n\n---"
},
"typeVersion": 1
},
{
"id": "7c5fb223-1d60-4134-96f8-e3bb03de25e5",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-580,
-340
],
"parameters": {
"width": 1680,
"content": "## \ud83d\udcec Need More Help?\n\n**\ud83d\udc64 Robert Breen** \nAutomation Consultant | AI Workflow Designer | n8n Expert \n\ud83d\udce7 [robert@ynteractive.com](mailto:robert@ynteractive.com) \n\ud83d\udd17 [LinkedIn](https://www.linkedin.com/in/robert-breen-29429625/)\n"
},
"typeVersion": 1
}
],
"connections": {
"Scrape Accounts": {
"main": [
[
{
"node": "Set bio and follower count",
"type": "main",
"index": 0
}
]
]
},
"Find Recent Posts": {
"main": [
[
{
"node": "Scrape Accounts",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Create Search Term": {
"main": [
[
{
"node": "Find Recent Posts",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "AI Agent",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Set bio and follower count": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"When clicking \u2018Execute workflow\u2019": {
"main": [
[
{
"node": "Create Search Term",
"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.
httpQueryAuthopenAiApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
This no-code n8n workflow finds recent Instagram posts by hashtag, scrapes profile data, and uses an AI agent to evaluate whether each account is a good collaboration lead. The workflow filters based on the number of followers and the content of their bio, and outputs structured…
Source: https://n8n.io/workflows/7019/ — original creator credit. Request a take-down →
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