AutomationMart
Home/Browse/Automate travel agent outreach with web scraping, OpenAI, and Google Sheets
n8n

Automate travel agent outreach with web scraping, OpenAI, and Google Sheets

n8nn8n9 modulesv1.0
Google SheetsOpenAI

Automated Workflow: Scrape Travel Agent Contacts and Send Personalized Survey Emails This workflow is designed to automate the process of scraping travel agent contact data, standardizing the information, storing it, and then sending out personalized survey emails using AI. It’s especially useful for outreach campaigns, research, or lead generation. ⚙️ Workflow Breakdown 📍 Part 1: Scraping and Storing Travel Agent Data 1. HTTP Scrape Website Type: HTTP Request (POST) Function: Calls a third-part

At a glance

Automate travel agent outreach with web scraping, OpenAI, and Google Sheets is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Google Sheets, OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Google Sheets, OpenAI
Modules
9
Price
Free
Version
v1.0
Automate travel agent outreach with web scraping, OpenAI, and Google Sheets workflow diagram

About this workflow

Automated Workflow: Scrape Travel Agent Contacts and Send Personalized Survey Emails This workflow is designed to automate the process of scraping travel agent contact data, standardizing the information, storing it, and then sending out personalized survey emails using AI. It’s especially useful for outreach campaigns, research, or lead generation. ⚙️ Workflow Breakdown 📍 Part 1: Scraping and Storing Travel Agent Data 1. HTTP Scrape Website Type: HTTP Request (POST) Function: Calls a third-party scraping API ( to scrape data from a travel agent listing site. Purpose: Extract raw HTML or structured data from a website containing contact info. 2. OpenAI Standardise Data Type: OpenAI Message Model Function: Uses AI to clean and standardize the raw scraped data into structured JSON (e.g., name, email, agency, location). Purpose: Ensures uniformity in formatting, making data easier to process downstream. 3. Split Out Type: Item Splitter Function: Splits the standardized array of agent records into individual items. Purpose: Allows appending each agent as a separate row in Google Sheets. 4. Google Sheet - Data Store Type: Google Sheets (Append) Function: Stores each individual record in a spreadsheet. Purpose: Maintains a centralized and accessible log of scraped and processed contacts. 📍 Part 2: Read Records and Send Personalized Survey Emails Triggered Manually – when “Test Workflow” button is clicked. 1. Trigger – When clicking 'Test workflow' Type: Manual Trigger Function: Starts the second part of the workflow manually. Use Case: Testing or running the outreach email process on demand. 2. Google Sheet Data Store (Read) Type: Google Sheets (Read) Function: Reads the stored travel agent records from the spreadsheet. Purpose: Retrieves contact details and context for personalized messaging. 3. OpenAI Mail Composer Type: OpenAI Message Model Function: Generates a custom email for each agent using their details. Purpose: Creates human-like, engaging emails that include a survey link (optional input). 4. Google Sheet Update Records Type: Google Sheets (Update) Function: Optionally marks the record as "emailed" or logs the date of outreach. Purpose: Prevents duplicate outreach and helps track campaign status. 5. Send Email Type: Email Node (SMTP or integrated service) Function: Sends the personalized email generated by OpenAI. Purpose: Delivers the survey to each travel agent with contextually relevant messaging. 🧠 Use Case: Targeted email outreach to travel agents. Collect insights or feedback via survey links. Use personalized messaging to improve response rates. 📌 Benefits: ✅ Fully automated scraping and processing. ✅ Personalized at scale using OpenAI. ✅ Easily repeatable for different domains or campaigns. ✅ Centralized recordkeeping in Google Sheets. 🛠️ Tech Stack: n8n: Automation and workflow management OpenAI: AI-based text standardization and email generation Firecrawl (or similar): Web scraping API Google Sheets: Data storage and tracking Email Node: Survey email delivery

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

Related N8n workflows

Generate a LinkedIn post from Google Sheets data using OpenAI and Perplexity AI

Automatically generate engaging LinkedIn posts by extracting data from Google Sheets, processing it with Perplexity AI and ChatGPT, and posting directly to LinkedIn.

Free

Generate new articles and save summaries in Google Sheets using OpenAI and Perplexity AI

Automatically generate new article summaries and save them in Google Sheets. Triggered by RSS, powered by Perplexity AI and OpenAI.

Free

Add new rows to Google Sheets for new Appointlet booking confirmations

Every time a new Appointlet booking confirmation is created, Make will automatically add new rows to Google Sheets spreadsheet.

Free

Add new Fakturoid contacts to a Google Sheets spreadsheet

Every time a new contact is created in Fakturoid, Make will automatically add that contact as a new row to your Google Sheets spreadsheet. The template uses this [example spreadsheet](https://goo.gl/85cm9H).

Free

Automate pharmaceutical COA verification & vendor scoring with AI document analysis

This enterprise-grade n8n workflow automates the Pharmaceutical Raw Material COA Verification & Vendor Quality Scoring System — from upload to final reporting — using AI-powered document extraction, specification matching, and dynamic vendor scoring. It processes Certificates of Analysis (COAs) to validate compliance, assign quality scores, generate approvals or CAPA requests, and notify stakeholders, ensuring regulatory adherence and vendor accountability with full audit trails and zero manual

Free

Youtube RAG search with frontend using Apify, Qdrant and AI

Ever wanted to build your own RAG search over Youtube videos? Well, now you can! This n8n template shows how you can build a very capable Youtube search engine powered by Apify, Qdrant and your LLM of choice to quickly and efficiently browse over many videos for research. I originally started to template to ask questions on the "n8n @ scale office-hours" livestream videos but then extended it to include the latest videos on the official channel. Check out a demo here: How it works Stage 1 is t

Free

WebhookDocs: generate swagger preview of your active workflows

How it Works This meta-workflow is designed to intelligently scan all your active workflows in n8n, identify those that contain Webhook nodes, and automatically generate a Swagger (OpenAPI) specification based on them. The output Swagger document reflects all accessible endpoints from your Webhook nodes, making it easier to: - Visualize your API structure - Share your endpoints - Integrate with tools like Postman or Swagger UI Enhanced Parameter Support If you want the Swagger to reflect request

Free

Automation flow from Notion to GitHub with email notifications

This automation allows you to track feature requests in Notion, create GitHub issues automatically, and notify your team via email based on issue status. It's ideal for technical and functional teams who collaborate on project delivery using Notion and GitHub. 🔹 SECTION 1: Detect and Sort Issues from Notion Combining: Schedule Trigger + Notion Database + Field Mapping + Status Routing ⏰ 1. Schedule Trigger 🔧 Node Type: Schedule Trigger (you can use a webhook trigger if you are on Notion paid pla

Free

Reviews

No reviews yet

Be the first to buy and share your experience.

Leave a review

Sign in to share your experience with this workflow.

Log in to review
Free
No ratings yet

Create a free account to purchase workflows.

  • JSON blueprint — instant download
  • Setup guide PDF included
  • 5 downloads · valid 30 days
  • Works with n8n

Need help setting this up?

Book a 3-hour live setup session with an Agility consultant.

₹2,499/ session
3 hrs · video call
  • Configure live on Google Meet / Zoom
  • Free follow-up if workflow has defects
  • Platform expert assigned to you
Book installation session
Free