Monitor Japan Flight Prices & Generate Booking Alerts with GPT-4o & Multi-Source Analysis — n8n Workflow

High complexity⏰ Scheduled24 nodes🏷️ Miscellaneousby Cheng Siong Chin

Overview

How It Works Scheduled triggers run automated price checks across multiple travel data sources. The collected data is aggregated, validated, and processed through an AI analysis layer that compares trends, detects anomalies, and evaluates multi-criteria factors such as price movement, seasonality, and route demand. The system then routes results into booking preparation, report generation, and notification modules. When target price conditions are met, alerts are sent and records are updated acc

Nodes used

Google SheetsHTTP RequestSlackWordpressCodeAI AgentOpenAI Chat ModelStructured Output Parser

Workflow Preview

How It Works
Scheduled triggers run automated price checks across mu
Prerequisites
Google Flights API, Skyscanner API, flight booking serv
Setup Steps
1. Connect Google Flights and Skyscanner APIs using aut
2. Configure the OpenAI API for enhanced analysis and m
3. Link Google Sheets for storin
Use Cases
Travel agencies automating client alerts for price drop
Customization
Modify price thresholds in Multi-Criteria Decision node
Benefits
Eliminates manual price monitoring. Reduces booking del
1. Data Collection Phase
Initiates daily automated checks. Schedule node trigger
2. Intelligence & Analysis Phase
Price Change Calculator identifies trends—whether price
3. Decision & Risk Management
Multi-Criteria Decision filters by user preferences (bu
Why: Prevents booking unsuitable options;
4. Storage & Notification
Google Sheets archives price history, enables trend ana
Why: Persistent records build intelligence; alerts enab
5. Reporting & Integration
WordPress publishes analytics reports, builds credibili
Why: Reporting dem
modelmodelparser
⚡
S
Schedule Price Check
F
Flight Search Parameters
Check Kayak API
Check Google Flights
Check Skyscanner
A
Aggregate Flight Data
AI Analysis Model
Flight Price Analyzer
Structured Output Parser
Store Price History
C
Check If Booking Ready
P
Prepare Booking Data
Send Booking Alert to Sl…
Create WordPress Post
Send Price Update Summary
Price Change Calculator
Fetch Historical Prices
M
Multi-Criteria Decision
Enhanced Analysis Prompt
Advanced Flight Analyzer
R
Risk Assessment Check
Send Detailed Analytics …
Create Detailed WordPres…
High Urgency Booking Alert
24 nodes27 edges

How it Works

  1. 1

    Trigger

    The workflow starts with a scheduled trigger, running on a defined schedule.

  2. 2

    Process

    Data flows through 24 nodes, connecting agent, aggregate, code.

  3. 3

    Output

    The workflow completes its automation and delivers the result to the configured destination.

Node Details (24)

GO

Google Sheets

googleSheets

#1
HT

HTTP Request

httpRequest

#2
SL

Slack

slack

#3
WO

Wordpress

wordpress

#4
CO

Code

code

#5
AI

AI Agent

n8n-nodes-langchain.agent

#6
OP

OpenAI Chat Model

n8n-nodes-langchain.lmChatOpenAi

#7
ST

Structured Output Parser

n8n-nodes-langchain.outputParserStructured

#8

How to Import This Workflow

  1. 1Click Download JSON button on the right to save the workflow file.
  2. 2Open your n8n instance. Go to Workflows → New → Import from file.
  3. 3Select the downloaded monitor-japan-flight-prices-generate-booking-alerts-with-gpt-4o-multi-source-analysis file and click Import.
  4. 4Set up credentials for each service node (API keys, OAuth, etc.).
  5. 5Click Test Workflow to verify everything works, then activate it.

Or paste directly in n8n → Import from JSON:

{ "name": "Monitor Japan Flight Prices & Generate Booking Alerts with GPT-4o & Multi-Source Analysis", "nodes": [...], ...}

Integrations

agentaggregatecodegooglesheetshttprequestiflmchatopenaioutputparserstructuredscheduletriggersetslackswitchwordpress

Get This Workflow

Download and import in one click

Download JSONView on n8n.io
Nodes24
Complexityhigh
Triggerscheduled
CategoryMiscellaneous

Created by

Cheng Siong Chin

Cheng Siong Chin

@cschin

Tags

agentaggregatecodegooglesheetshttprequestiflmchatopenaioutputparserstructuredscheduletriggerset
⚡

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