ManualTrigger Automate

For the ManualTrigger Automate workflow, streamline the enrichment of LinkedIn profiles by integrating data from Bright Data and generating personalized ice breakers using AI. Automatically log results into Google Sheets, enhancing your outreach strategy while saving time and effort. This complex automation runs on a schedule or can be triggered manually, ensuring timely updates and efficient management of your LinkedIn connections.

7/8/2025
21 nodes
Complex
schedulecomplexsticky notegooglesheetslangchainwaitschedule triggersplitinbatchesautomationadvancedapiintegrationlogicconditionalcron
Categories:
Schedule TriggeredComplex WorkflowData Processing & Analysis
Integrations:
Sticky NoteGoogleSheetsLangChainWaitSchedule TriggerSplitInBatches

Target Audience

Target Audience


- Sales Professionals: Those looking to enhance their outreach on LinkedIn and engage potential clients with personalized messages.
- Recruiters: Individuals seeking to enrich candidate profiles and make meaningful connections.
- Marketing Teams: Teams aiming to automate lead generation and follow-up processes using LinkedIn data.
- Business Development Executives: Professionals focused on expanding their network and improving engagement through tailored communication.

Problem Solved

Problem Solved


This workflow automates the process of enriching LinkedIn profiles, generating personalized ice breakers, and updating Google Sheets. It addresses the challenges of manual data collection and personalization, saving time and ensuring consistency in outreach efforts. By leveraging AI, it enhances the quality of communication, making it more relevant and engaging for recipients.

Workflow Steps

Workflow Steps


1. Trigger the Workflow: Initiate the process either manually or on a scheduled basis.
2. Retrieve Rows from Google Sheets: Fetch the list of LinkedIn profiles that need enrichment.
3. Prepare Data for Looping: Adjust inputs for processing each LinkedIn URL and its corresponding row number.
4. Loop Through Each Profile: Process each profile in batches to ensure efficient handling of data.
5. API Request to Bright Data: Send requests to Bright Data for enriching the LinkedIn profile information.
6. Wait for API Response: Implement a wait period for the API to process the request and return results.
7. Check API Call Status: Verify if the API call is still running or if results are ready.
8. Update Google Sheets with Enriched Data: Once data is received, update the respective Google Sheets with the enriched profile information.
9. Generate Ice Breakers: Utilize the Anthropic Chat Model to create personalized ice breakers based on the enriched data.
10. Update Google Sheets with Ice Breakers: Finally, log the generated ice breakers back into Google Sheets for future reference.

Customization Guide

Customization Guide


- Adjust Google Sheets Document: Change the documentId and sheetName parameters to point to your specific Google Sheet.
- Modify API Keys: Replace and other API keys with your actual credentials in the respective nodes.
- Personalize Ice Breaker Prompts: Edit the prompt in the Basic LLM Chain- Ice Breaker node to suit your communication style and objectives.
- Change Schedule Settings: If using the schedule trigger, modify the interval to meet your workflow timing needs.
- Expand/Reduce Data Fields: Customize the fields being enriched or updated in Google Sheets based on your specific requirements.