Pinterest Keyword-Based Content Scraper with AI Agent & BrightData Automation

Overview

This n8n workflow automates Pinterest content scraping based on user-provided keywords using BrightData's API and Claude Sonnet 4 AI agent. The system intelligently processes keywords, initiates scraping jobs, monitors progress, and formats the extracted data into structured outputs.

Architecture Components

🧠 AI-Powered Controller

• Claude Sonnet 4 Model : Processes and understands keywords before initiating scrape
• AI Agent : Acts as the intelligent controller coordinating all scraping steps

📥 Data Input

• Form Trigger : User-friendly keyword input interface
• Keywords Field : Required input field for Pinterest search terms

🚀 Scraping Pipeline

1. Launch Scraping Job : Sends keywords to BrightData API
2. Status Monitoring : Continuously checks scraping progress
3. Data Retrieval : Downloads completed scraped content
4. Data Processing : Formats and structures the raw data
5. Storage : Saves results to Google Sheets

Workflow Nodes

1. Pinterest Keyword Input

• Type : Form Trigger
• Purpose : Entry point for user keyword submission
• Configuration :
  • Form title: "Pinterest"
  • Required field: "Keywords"

2. Anthropic Chat Model

• Type : Language Model (Claude Sonnet 4)
• Model : claude-sonnet-4-20250514
• Purpose : AI-powered keyword processing and workflow orchestration

3. Keyword-based Scraping Agent

• Type : AI Agent
• Purpose : Orchestrates the entire scraping process
• Instructions :
  • Initiates Pinterest scraping with provided keywords
  • Monitors scraping status until completion
  • Downloads final scraped data
  • Presents raw scraped data as output

4. BrightData Pinterest Scraping

• Type : HTTP Request Tool
• Method : POST
• Endpoint : https://api.brightdata.com/datasets/v3/trigger
• Parameters :
  • dataset_id : gd_lk0sjs4d21kdr7cnlv
  • include_errors : true
  • type : discover_new
  • discover_by : keyword
  • limit_per_input : 2
• Purpose : Creates new scraping snapshot based on keywords

5. Check Scraping Status

• Type : HTTP Request Tool
• Method : GET
• Endpoint : https://api.brightdata.com/datasets/v3/progress/{snapshot_id}
• Purpose : Monitors scraping job progress
• Returns : Status values ​​like "running" or "ready"

6. Fetch Pinterest Snapshot Data

• Type : HTTP Request Tool
• Method : GET
• Endpoint : https://api.brightdata.com/datasets/v3/snapshot/{snapshot_id}
• Purpose : Downloads completed scraped data
• Trigger : Executes when status is "ready"

7. Format & Extract Pinterest Content

• Type : Code Node (JavaScript)
• Purpose : Parses and structures raw scraped data
• Extracted Fields :
  • URL
  • Post ID
  • Title
  • Content
  • Date Posted
  • User
  • Likes & Comments
  • Average
  • Image URL
  • Categories
  • Hashtags

8. Save Pinterest Data to Google Sheets

• Type : Google Sheets Node
• Operation : Append
• Mapped Columns :
  • Post URL
  • Title
  • Content
  • Image URL

9. Wait for 1 Minute (Disabled)

• Type : Code Tool
• Purpose : Adds delay between status checks (currently disabled)
• Duration : 60 seconds

Setup Requirements

Required Credentials

1. Anthropic API

   • Credential ID: ANTHROPIC_CREDENTIAL_ID
   • Required for Claude Sonnet 4 access

2. BrightData API

   • API Key: BRIGHT_DATA_API_KEY
   • Required for Pinterest scraping service

3. Google Sheets OAuth2

   • Credential ID: GOOGLE_SHEETS_CREDENTIAL_ID
   • Required for data storage

Configuration Placeholders

Replace the following placeholders with actual values:

• WEBHOOK_ID_PLACEHOLDER : Form trigger webhook ID
• GOOGLE_SHEET_ID_PLACEHOLDER : Target Google Sheets document ID
• WORKFLOW_VERSION_ID : n8n workflow version
• INSTANCE_ID_PLACEHOLDER : n8n instance identifier
• WORKFLOW_ID_PLACEHOLDER : Unique workflow identifier

Data Flow

 User Input (Keywords)
 ↓
 AI Agent Processing (Claude)
 ↓ 
BrightData Scraping Job Creation
 ↓
 Status Monitoring Loop
 ↓
 Data Retrieval (when ready)
 ↓
 Content Formatting & Extraction
 ↓
 Google Sheets Storage

Output Data Structure

Each scraped Pinterest pin contains:

• URL : Direct link to Pinterest pin
• Post ID : Unique Pinterest identifier
• Title : Pin title/heading
• Content : Pin description text
• Date Posted : Publication timestamp
• User : Pinterest username
• Engagement : Likes and comments count
• Media : Media type information
• Image URL : Direct image link
• Categories : Pin categorization tags
• Hashtags : Associated hashtags
• Comments : User comments text

Usage Instructions

1. Initial Setup :

   • Configure all required API credentials
   • Replace placeholder values ​​with actual IDs
   • Create target Google Sheets document

2. Running the Workflow :

   • Access the form trigger URL
   • Enter desired Pinterest keywords
   • Submit the form to initiate scraping

3. Monitoring Progress :

   • The AI ​​agent will automatically handle status monitoring
   • No manual intervention required during scraping

4. Accessing Results :

   • Structured data will be automatically saved to Google Sheets
   • Each run appends new data to existing sheet

Technical Notes

• Rate Limiting : BrightData API has built-in rate limiting
• Data Limits : Current configuration limits 2 pins per keyword
• Status Polling : Automatic status checking until completion
• Error Handling : Includes error capture in scraping requests
• Async Processing : Supports long-running scraping jobs

Customization Options

• Adjust Data Limits : Modify limit_per_input parameter
• Enable Wait Timer : Activate the disabled wait node for longer jobs
• Custom Data Fields : Modify the formatting code for additional fields
• Alternative Storage : Replace Google Sheets with other storage options

Sample Google Sheets Template

Create a copy of the sample sheet structure:

 https://docs.google.com/spreadsheets/d/SAMPLE_SHEET_ID/edit

Required columns:

• Post URL
• Title
• Content
• Image URL

Troubleshooting

• Authentication Errors : Verify all API credentials are correctly configured
• Scraping Failures : Check BrightData API status and rate limits
• Data Formatting Issues : Review the JavaScript formatting code for parsing errors
• Google Sheets Errors : Ensure proper OAuth2 permissions and sheet access

For any questions or support, please contact: Email or
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