Airtop This workflow corresponds to n8n.io template #4208 — we link there as the canonical source.
This workflow follows the Execute Workflow Trigger → Form Trigger 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": "H2dcncE2ycWUMZkR",
"meta": {
"templateCredsSetupCompleted": true
},
"name": "Extract X Post Comments",
"tags": [
{
"id": "gNiDOCnjqCXR7phD",
"name": "Marketing",
"createdAt": "2025-04-15T01:08:25.516Z",
"updatedAt": "2025-04-15T01:08:25.516Z"
}
],
"nodes": [
{
"id": "505ad6cb-0c11-4272-a13d-01f64d2e82e5",
"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"position": [
420,
0
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "45120659-ed42-40a3-9c6a-545db1028a7a",
"name": "data.modelResponse",
"type": "object",
"value": "={{ $json.data.modelResponse }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "c3e20b9d-9d46-4c19-841c-667ac657c263",
"name": "Extract X Post Comments",
"type": "n8n-nodes-base.airtop",
"position": [
220,
0
],
"parameters": {
"url": "={{ $json.x_post_url }}",
"prompt": "=This is an x post. Extract up to {{ $json.max_number_of_comments }} comments to the post. For each comment extract the name of the author, the x profile URL of the author, and the text of the comment. ",
"resource": "extraction",
"profileName": "={{ $json.airtop_profile }}",
"sessionMode": "new",
"additionalFields": {
"outputSchema": "{\n \"type\": \"object\",\n \"properties\": {\n \"comments\": {\n \"type\": \"array\",\n \"items\": {\n \"type\": \"object\",\n \"properties\": {\n \"author_name\": {\n \"type\": \"string\",\n \"description\": \"The name of the author of the comment\"\n },\n \"author_profile_url\": {\n \"type\": \"string\",\n \"description\": \"The X profile URL of the author\"\n },\n \"comment_text\": {\n \"type\": \"string\",\n \"description\": \"The text content of the comment\"\n }\n },\n \"required\": [\n \"author_name\",\n \"author_profile_url\",\n \"comment_text\"\n ],\n \"additionalProperties\": false\n },\n \"description\": \"A list of comments extracted from the X post, with each comment containing the author's name, profile URL, and text.\"\n }\n },\n \"required\": [\n \"comments\"\n ],\n \"additionalProperties\": false,\n \"$schema\": \"http://json-schema.org/draft-07/schema#\"\n}",
"paginationMode": "infinite-scroll"
}
},
"credentials": {
"airtopApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "59c05430-1bea-49c6-b320-ad58611e48e0",
"name": "On form submission",
"type": "n8n-nodes-base.formTrigger",
"position": [
-280,
-100
],
"parameters": {
"options": {},
"formTitle": "Extract comments from a specific post on X",
"formFields": {
"values": [
{
"fieldLabel": "X Post URL",
"placeholder": "https://x.com/levikwelch/status/1923467917997334537",
"requiredField": true
},
{
"fieldLabel": "Airtop Profile (connected to X)",
"requiredField": true
},
{
"fieldType": "number",
"fieldLabel": "Max number of comments",
"placeholder": "10"
}
]
},
"formDescription": "=This automation takes X post URL and Airtop Profile (authenticated for X) and returns the list of comments made on the post"
},
"typeVersion": 2.2
},
{
"id": "0bd8e64e-8de4-492e-b7ba-beb4b2190f15",
"name": "Unify params",
"type": "n8n-nodes-base.set",
"position": [
-60,
0
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "f071e020-6701-4ef3-8f32-db59d68206c8",
"name": "x_post_url",
"type": "string",
"value": "={{ $json[\"X Post URL\"] || $json.x_post_url }}"
},
{
"id": "571ddf88-a16a-4a5a-ba4b-c5d06dd92334",
"name": "airtop_profile",
"type": "string",
"value": "={{ $json[\"Airtop Profile (connected to X)\"] || $json.airtop_profile }}"
},
{
"id": "fd9acf61-4a8d-4bcf-842b-0468c4df6c55",
"name": "max_number_of_comments",
"type": "number",
"value": "={{ $json['Max number of comments'] || $json.max_number_of_comments }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "7837359e-7ee6-49d0-b292-948e4c4d0ba6",
"name": "When Executed by Another Workflow",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
-280,
100
],
"parameters": {
"workflowInputs": {
"values": [
{
"name": "x_post_url"
},
{
"name": "airtop_profile"
},
{
"name": "max_number_of_comments",
"type": "number"
}
]
}
},
"typeVersion": 1.1
},
{
"id": "1a6ce30d-04d4-4608-a2f9-00fc6ed0493d",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-320,
-200
],
"parameters": {
"width": 400,
"height": 460,
"content": "## Input Parameters\nRun this workflow using a form or from another workflow"
},
"typeVersion": 1
},
{
"id": "543a0f9e-55ae-42d4-b6f3-63052c675f56",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1080,
-540
],
"parameters": {
"width": 700,
"height": 960,
"content": "README\n# Extracting Comments from an X Post\n\n## Use Case\nEngaging with conversations on X (formerly Twitter) is critical for brands and individuals monitoring sentiment, leads, or emerging trends. Manually collecting comments is time-consuming\u2014this automation enables scalable extraction of comment data to inform your outreach or analysis.\n\n## What This Automation Does\nThis automation extracts comments from a specified X post, with the following input parameters:\n\n- **`airtop_profile`**: The name of your [Airtop Profile](https://portal.airtop.ai/browser-profiles) connected to X.\n- **`x_post_url`**: The URL of the X post to extract comments from.\n- **`max_number_of_comments`**: The maximum number of comments to retrieve.\n\n## How It Works\n1. Takes input via a form or another workflow.\n2. Normalizes the input values.\n3. Creates a new browser session using Airtop.\n4. Navigates to the provided X post.\n5. Uses a prompt to extract up to the specified number of comments, returning:\n - Author name\n - Author profile URL\n - Comment text\n\n## Setup Requirements\n1. [Airtop API Key](https://portal.airtop.ai/api-keys) \u2014 free to generate.\n2. An [Airtop Profile](https://portal.airtop.ai/browser-profiles) connected to X (requires one-time login).\n\n## Next Steps\n- **Pair with X Monitoring**: Use this with the [X monitoring automation](https://www.airtop.ai/blog/automating-x-monitoring-with-airtop-and-make) to detect relevant posts and extract discussion context automatically.\n- **Feed into Analytics**: Combine with summarization or sentiment analysis tools to understand audience response at scale.\n- **Export for CRM/BI**: Pipe the structured comment data into your CRM or business intelligence stack for lead tracking or reporting.\n"
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "1ac46447-4e57-40e0-b873-e969196bab1d",
"connections": {
"Unify params": {
"main": [
[
{
"node": "Extract X Post Comments",
"type": "main",
"index": 0
}
]
]
},
"On form submission": {
"main": [
[
{
"node": "Unify params",
"type": "main",
"index": 0
}
]
]
},
"Extract X Post Comments": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"When Executed by Another Workflow": {
"main": [
[
{
"node": "Unify params",
"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.
airtopApi
Pro
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About this workflow
Engaging with conversations on X (formerly Twitter) is critical for brands and individuals monitoring sentiment, leads, or emerging trends. Manually collecting comments is time-consuming—this automation enables scalable extraction of comment data to inform your outreach or…
Source: https://n8n.io/workflows/4208/ — original creator credit. Request a take-down →
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