📊 Pinterest keyword-based content scraper with AI agent & BrightData automation

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Description

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
  • Media
  • 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 fill out this form

🔗 Nodes Used

Google Sheets, AI Agent, Anthropic Chat Model, Code Tool, n8n Form Trigger

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup