Automate Hyper-Personalized Outreach at Scale With Bright Data and LLMs

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         WORKFLOW DETAILS & GUIDELINES
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Name:
    LinkedIn Enrichment & Ice Breaker Generator

Purpose:
    Automate the process of enriching LinkedIn profiles using Bright Data,
    generate personalized ice breakers with an LLM, and update Google Sheets.

Tools Needed:
    - n8n Nodes:
        • Manual Trigger or Schedule Trigger
        • Set
        • SplitInBatches
        • HTTP Request
        • If
        • Wait
        • Google Sheets
        • LangChain LLM (Claude via Anthropic)
    - External Services:
        • Bright Data (Dataset API)
        • Anthropic Claude (Haiku)
        • Google Sheets API

API Keys & Authentication Required:
    • Bright Data API Key
        → Used in HTTP Request headers as:
           `Authorization: Bearer YOUR_BRIGHTDATA_API_KEY`
    • Google Sheets OAuth2 Credentials
        → Connects n8n to your Google account for reading/writing to Sheets.
    • Anthropic API Key
        → Used for generating ice breakers via Claude models.
        → Must be set in the Anthropic credential section in n8n.

General Guidelines:
    • Use descriptive and consistent naming for all nodes.
    • Add retry limits to polling loops to avoid infinite cycles.
    • Ensure each LinkedIn URL maps to a unique `row_number`.
    • Obfuscate any keys before sharing the workflow publicly.

Things to be Aware Of:
    • Bright Data may require some delay (via Wait node) before snapshot is ready.
    • Retry logic should not exceed API rate limits.
    • If snapshot fails or times out, ensure fallback logging is in place.
    • Claude model IDs and prompt formats may change — validate before updates.

Additional Notes:
    • Make a copy of the Google Sheet template before use.
    • Replace placeholders in `Authorization` headers and credentials section.
    • Use test data first to avoid exhausting API quotas during setup.

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This workflow allows you to enrich LinkedIn profiles using Bright Data,
generate AI-written ice breakers with Claude, and log everything into Google Sheets.