Dhia Kassab This workflow corresponds to n8n.io template #16530 — we link there as the canonical source.
This workflow follows the Chainllm → 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": "PVXqzQSEj2gjd7W4",
"name": "LinkedIn Profile Evaluator",
"tags": [],
"nodes": [
{
"id": "05c43f9b-1682-4360-a2a9-309d49e9784d",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
32
],
"parameters": {
"width": 480,
"height": 912,
"content": "## LinkedIn Profile Evaluator\n\n### How it works\n\nThis workflow evaluates a LinkedIn profile submitted through a form. It prepares the required API keys and profile URL, sends the URL to Apify to retrieve profile data, then uses a Groq-powered AI chain to analyze the profile. The final evaluation is displayed back to the user.\n\n### Setup steps\n\n- Configure the form trigger to collect the LinkedIn profile URL from the user.\n- Add valid Apify and Groq API keys in the Prepare API Keys node or replace them with secure n8n credentials/environment variables.\n- Verify the Apify HTTP request URL, actor, request method, and payload match the LinkedIn scraping actor you intend to use.\n- Configure the Groq chat model credentials and model settings for the AI analysis node.\n\n### Customization\n\nYou can adjust the AI prompt or Groq model to change the evaluation criteria, such as focusing on recruiting appeal, sales prospecting quality, personal branding, or profile completeness."
},
"typeVersion": 1
},
{
"id": "592ae68b-fcf1-4983-953c-3738d74b419f",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
560,
32
],
"parameters": {
"color": 7,
"width": 416,
"height": 336,
"content": "## Collect profile input\n\nStarts the workflow when the user submits the form, then prepares the Apify API key, Groq API key, and submitted LinkedIn profile URL for downstream steps."
},
"typeVersion": 1
},
{
"id": "a462f612-531a-40e8-ade9-b4d51610f982",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1008,
32
],
"parameters": {
"color": 7,
"height": 336,
"content": "## Fetch LinkedIn data\n\nSends the prepared LinkedIn profile URL to the Apify API to retrieve profile data for evaluation."
},
"typeVersion": 1
},
{
"id": "069bf3ac-3b06-4056-8809-73a874998beb",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1280,
32
],
"parameters": {
"color": 7,
"width": 352,
"height": 544,
"content": "## Analyze profile with AI\n\nUses an LLM chain backed by the Groq chat model to analyze the fetched LinkedIn profile data and generate an evaluation."
},
"typeVersion": 1
},
{
"id": "2aa568e4-3f07-4e5c-afd4-4af2407562a8",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
1664,
0
],
"parameters": {
"color": 7,
"height": 384,
"content": "## Display evaluation result\n\nShows the generated LinkedIn profile evaluation back to the user in a form-style output step."
},
"typeVersion": 1
},
{
"id": "32ee03c0-fd59-406b-94d4-85031300fa63",
"name": "When Profile Form Submitted",
"type": "n8n-nodes-base.formTrigger",
"position": [
608,
208
],
"parameters": {
"options": {
"buttonLabel": "Evaluate Profile"
},
"formTitle": "LinkedIn Profile Evaluator",
"formFields": {
"values": [
{
"fieldLabel": "LinkedIn Profile URL",
"placeholder": "https://www.linkedin.com/in/example",
"requiredField": true
}
]
},
"formDescription": "Paste a public LinkedIn profile URL to get an AI-generated evaluation."
},
"typeVersion": 2.2
},
{
"id": "0af9c56a-fda0-42e5-830a-a976bfe3a031",
"name": "Set API Keys and Profile URL",
"type": "n8n-nodes-base.set",
"position": [
832,
208
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "22222222-2222-4222-8222-222222222222",
"name": "apifyApiKey",
"type": "string",
"value": "YOUR_APIFY_API_KEY_HERE"
},
{
"id": "33333333-3333-4333-8333-333333333333",
"name": "groqApiKey",
"type": "string",
"value": "YOUR_GROQ_API_KEY_HERE"
},
{
"id": "44444444-4444-4444-8444-444444444444",
"name": "profileUrl",
"type": "string",
"value": "={{ $json['LinkedIn Profile URL'] }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "37f88f2c-03d9-4ca5-9331-e6f011b4a0d3",
"name": "Submit Profile to Apify",
"type": "n8n-nodes-base.httpRequest",
"position": [
1056,
208
],
"parameters": {
"url": "=https://api.apify.com/v2/acts/harvestapi~linkedin-profile-scraper/run-sync-get-dataset-items?token={{ $json.apifyApiKey }}",
"method": "POST",
"options": {
"timeout": 60000
},
"jsonBody": "={{ JSON.stringify({ urls: [$json.profileUrl] }) }}",
"sendBody": true,
"specifyBody": "json"
},
"typeVersion": 4.2
},
{
"id": "6e71fcd2-cb6d-4342-90bd-a14842d31290",
"name": "AI Profile Analysis",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1328,
208
],
"parameters": {
"text": "=You are an expert LinkedIn profile reviewer (recruiter + personal branding consultant). Evaluate the following LinkedIn profile data and return your evaluation as clean HTML using <h2> for section titles and <p>/<ul><li> for content. Do not include <html>, <head>, or <body> tags \u2014 just the inner content fragment.\n\nStructure your evaluation into these sections, in this order:\n<h2>Overall Summary</h2> \u2014 2-3 sentence high-level impression.\n<h2>Headline & About Section</h2> \u2014 quality and clarity assessment.\n<h2>Experience</h2> \u2014 strength and relevance of work history.\n<h2>Education</h2> \u2014 relevance and presentation.\n<h2>Skills</h2> \u2014 strengths and notable gaps.\n<h2>Overall Score</h2> \u2014 give a score out of 10 with one sentence justification.\n<h2>Top 3 Recommendations</h2> \u2014 actionable improvements, as a bullet list.\n\nIf the profile data is empty or scraping failed, say clearly that the profile could not be found or is private, and suggest checking the URL.\n\nProfile data (raw JSON):\n{{ JSON.stringify($json, null, 2) }}",
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "3584f523-9b57-43c9-bdf1-15f717a884c6",
"name": "Initialize Groq Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatGroq",
"position": [
1376,
432
],
"parameters": {
"model": "meta-llama/llama-4-scout-17b-16e-instruct",
"options": {}
},
"credentials": {
"groqApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "368826e1-aa1d-4fdc-b824-e5d6a45237a3",
"name": "Show Profile Evaluation Results",
"type": "n8n-nodes-base.form",
"position": [
1712,
208
],
"parameters": {
"options": {
"customCss": ":root {\n\t--font-family: 'Open Sans', sans-serif;\n\t--font-weight-normal: 400;\n\t--font-weight-bold: 600;\n\t--font-size-body: 12px;\n\t--font-size-label: 14px;\n\t--font-size-test-notice: 12px;\n\t--font-size-input: 14px;\n\t--font-size-header: 20px;\n\t--font-size-paragraph: 14px;\n\t--font-size-link: 12px;\n\t--font-size-error: 12px;\n\t--font-size-html-h1: 28px;\n\t--font-size-html-h2: 20px;\n\t--font-size-html-h3: 16px;\n\t--font-size-html-h4: 14px;\n\t--font-size-html-h5: 12px;\n\t--font-size-html-h6: 10px;\n\t--font-size-subheader: 14px;\n\n\t/* Colors */\n\t--color-background: #fbfcfe;\n\t--color-test-notice-text: #e6a23d;\n\t--color-test-notice-bg: #fefaf6;\n\t--color-test-notice-border: #f6dcb7;\n\t--color-card-bg: #ffffff;\n\t--color-card-border: #dbdfe7;\n\t--color-card-shadow: rgba(99, 77, 255, 0.06);\n\t--color-link: #7e8186;\n\t--color-header: #525356;\n\t--color-label: #555555;\n\t--color-input-border: #dbdfe7;\n\t--color-input-text: #71747A;\n\t--color-focus-border: rgb(90, 76, 194);\n\t--color-submit-btn-bg: #ff6d5a;\n\t--color-submit-btn-text: #ffffff;\n\t--color-error: #ea1f30;\n\t--color-required: #ff6d5a;\n\t--color-clear-button-bg: #7e8186;\n\t--color-html-text: #555;\n\t--color-html-link: #ff6d5a;\n\t--color-header-subtext: #7e8186;\n\n\t/* Border Radii */\n\t--border-radius-card: 8px;\n\t--border-radius-input: 6px;\n\t--border-radius-clear-btn: 50%;\n\t--card-border-radius: 8px;\n\n\t/* Spacing */\n\t--padding-container-top: 24px;\n\t--padding-card: 24px;\n\t--padding-test-notice-vertical: 12px;\n\t--padding-test-notice-horizontal: 24px;\n\t--margin-bottom-card: 16px;\n\t--padding-form-input: 12px;\n\t--card-padding: 24px;\n\t--card-margin-bottom: 16px;\n\n\t/* Dimensions */\n\t--container-width: 448px;\n\t--submit-btn-height: 48px;\n\t--checkbox-size: 18px;\n\n\t/* Others */\n\t--box-shadow-card: 0px 4px 16px 0px var(--color-card-shadow);\n\t--opacity-placeholder: 0.5;\n}",
"formTitle": "Profile Evaluation Results"
},
"operation": "completion",
"completionTitle": "Profile Evaluation Results",
"completionMessage": "={{ $json.text }}"
},
"typeVersion": 1
},
{
"id": "7d5f1fe0-7461-4c9a-b3b2-74cc31277bd7",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
576,
416
],
"parameters": {
"width": 672,
"height": 512,
"content": "# This is a demo showing how to use the workflow in development mode, from entering a LinkedIn profile link to viewing a detailed evaluation broken down into sections, along with an attached score\n\n@[youtube](fboaQrR2o8w)\n"
},
"typeVersion": 1
}
],
"active": false,
"settings": {
"binaryMode": "separate",
"executionOrder": "v1"
},
"versionId": "29a4cf7f-1081-433a-a770-46475b26ede5",
"nodeGroups": [],
"connections": {
"AI Profile Analysis": {
"main": [
[
{
"node": "Show Profile Evaluation Results",
"type": "main",
"index": 0
}
]
]
},
"Submit Profile to Apify": {
"main": [
[
{
"node": "AI Profile Analysis",
"type": "main",
"index": 0
}
]
]
},
"Initialize Groq Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Profile Analysis",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"When Profile Form Submitted": {
"main": [
[
{
"node": "Set API Keys and Profile URL",
"type": "main",
"index": 0
}
]
]
},
"Set API Keys and Profile URL": {
"main": [
[
{
"node": "Submit Profile to Apify",
"type": "main",
"index": 0
}
]
]
}
}
}
Credentials you'll need
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About this workflow
This workflow collects a LinkedIn profile URL via an n8n form, scrapes the public profile data using the Apify LinkedIn Profile Scraper actor, analyzes the results with a Groq-hosted Llama model, and displays an HTML-formatted evaluation back to the user. Receives a LinkedIn…
Source: https://n8n.io/workflows/16530/ — original creator credit. Request a take-down →
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