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Automate sales outreach with OpenAI, Tavily & Google Sheets for prospect research

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Automate sales outreach with OpenAI, Tavily & Google Sheets for prospect research preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

️ Sales Assistant Build: Automate Prospect Research and Personalized Outreach for Sales Calls Steps to Connect: 1. Google Sheets Setup Connect your Google account via OAuth2 in the "Review Call...

Best for

  • Lead Nurturing automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.manualtrigger, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.toolhttprequest, n8n-nodes-base.googlesheetstool, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.googlesheets, n8n-nodes-base.stickynote

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by LeeWei.

Original n8n.io source

1.1 Workflow description

Title
Automate sales outreach with OpenAI, Tavily & Google Sheets for prospect research
Workflow name
Automate sales outreach with OpenAI, Tavily & Google Sheets for prospect research

⚙️ Sales Assistant Build: Automate Prospect Research and Personalized Outreach for Sales Calls


🚀 Steps to Connect:

  1. Google Sheets Setup

    • Connect your Google account via OAuth2 in the "Review Calls", "Product List", "Testimonials Tool", "Update Sheet", and "Update Sheets 2" nodes.
    • Duplicate the mock Google Sheet (ID: 1u3WMJwYGwZewW1IztY8dfbEf5yBQxVh8oH7LQp4rAk4) to your drive and update the documentId in all Google Sheets nodes to match your copy's ID.
    • Ensure the sheet has tabs for "Meeting Data", "Products", and "Success Stories" populated with your data.
    • Setup time: ~5 minutes.
  2. OpenAI API Key

    • Go to OpenAI and generate your API key.
    • Paste this key into the credentials for both "OpenAI Chat Model" and "OpenAI Chat Model1" nodes.
    • Setup time: ~2 minutes.
  3. Tavily API Key

    • Sign up at Tavily and get your API key.
    • In the "Tavily" node, replace the placeholder api_key in the JSON body with your key (e.g., "api_key": "your-tavily-key-here").
    • Setup time: ~3 minutes.

How it Works

• Triggers on a new sales call booking (manual for testing).
• Pulls prospect details from Google Sheets and researches their company, tech stack, and updates using Tavily.
• Matches relevant products/solutions from your product list and updates the sheet.
• Generates personalized email confirmation (subject + body) and SMS using testimonials for relevance.
• Updates the sheet with the outreach content for easy follow-up.

Setup takes ~10-15 minutes total. All nodes are pre-configured—edit only the fields above. Detailed notes (e.g., prompt tweaks) are in sticky notes within the workflow.


1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - When clicking ‘Test workflow’

Type / Role
n8n-nodes-base.manualTrigger - manualTrigger
Config choices
Version 1

Block 2 - AI Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.9

Block 3 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 4 - Tavily

Type / Role
@n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices
Version 1.1

Block 5 - Product List

Type / Role
n8n-nodes-base.googleSheetsTool - googleSheetsTool
Config choices
Version 4.5

Block 6 - Update Sheet

Type / Role
n8n-nodes-base.googleSheetsTool - googleSheetsTool
Config choices
Version 4.5

Block 7 - Structured Output Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 8 - Sales Writing Assistant

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.9

Block 9 - Review Calls

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.5

Block 10 - OpenAI Chat Model1

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 11 - Testimonials Tool

Type / Role
n8n-nodes-base.googleSheetsTool - googleSheetsTool
Config choices
Version 4.5

Block 12 - Structured Output Parser1

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 13 - Update Sheets 2

Type / Role
n8n-nodes-base.googleSheetsTool - googleSheetsTool
Config choices
Version 4.5

Block 14 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 15 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Automate sales outreach with OpenAI, Tavily & Google Sheets for prospect research
Complexity advanced
Nodes 15
Categories Lead Nurturing
Author LeeWei
Published 29 Aug 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/8014/8014.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Automate sales outreach with OpenAI, Tavily & Google Sheets for prospect research do?

️ Sales Assistant Build: Automate Prospect Research and Personalized Outreach for Sales Calls Steps to Connect: 1. Google Sheets Setup Connect your Google account via OAuth2 in the "Review Call...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Nurturing use case.