Travel Price Tracking API - Monitor Flight & Hotel Prices

Travel Prices Change Constantly

Flight and hotel prices fluctuate based on demand, seasonality, and competitive dynamics. To find the best deals or analyze market trends, you need continuous price monitoring.

Travel sites use dynamic pricing that changes by the hour. Manual checking misses opportunities and doesn't provide the data needed for analysis.

WebScraping.AI Solution

Real-Time Prices: Extract current prices from any travel platform
Historical Data: Build price history for trend analysis
Multi-Platform: Compare prices across airlines and OTAs
Rich Details: Capture amenities, schedules, and availability

Travel Data Extraction

Complete flight and hotel data collection

Flight Prices

Fares, schedules, airlines, and route details.

Hotel Rates

Nightly rates, availability, and room types.

Price History

Track price changes over time for trend analysis.

Deal Alerts

Detect price drops and special promotions.

Code Examples

Extract travel pricing data

curl -G "https://api.webscraping.ai/ai/fields" \
  --data-urlencode "api_key=YOUR_API_KEY" \
  --data-urlencode "url=https://booking-site.com/hotel/seaside-resort" \
  --data-urlencode "fields[hotel_name]=Hotel name" \
  --data-urlencode "fields[location]=Hotel location" \
  --data-urlencode "fields[star_rating]=Star rating" \
  --data-urlencode "fields[price_per_night]=Price per night as a number" \
  --data-urlencode "fields[total_price]=Total price for stay" \
  --data-urlencode "fields[room_type]=Type of room" \
  --data-urlencode "fields[amenities]=Array of hotel amenities" \
  --data-urlencode "fields[rating]=Guest rating score" \
  --data-urlencode "fields[review_count]=Number of reviews" \
  --data-urlencode "fields[availability]=Room availability status" \
  --data-urlencode "fields[cancellation_policy]=Cancellation policy"
# Response:
# {
#   "hotel_name": "Seaside Resort & Spa",
#   "location": "Miami Beach, FL",
#   "star_rating": 4,
#   "price_per_night": 249,
#   "total_price": 747,
#   "room_type": "Ocean View King",
#   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
#   "rating": 8.7,
#   "review_count": 2341,
#   "availability": "3 rooms left",
#   "cancellation_policy": "Free cancellation until Jan 15"
# }

# pip install webscraping_ai
# https://pypi.org/project/webscraping-ai/
from webscraping_ai import Client

client = Client(api_key="YOUR_API_KEY")
result = client.fields(
    "https://booking-site.com/hotel/seaside-resort",
    fields={
        "hotel_name": "Hotel name",
        "location": "Hotel location",
        "star_rating": "Star rating",
        "price_per_night": "Price per night as a number",
        "total_price": "Total price for stay",
        "room_type": "Type of room",
        "amenities": "Array of hotel amenities",
        "rating": "Guest rating score",
        "review_count": "Number of reviews",
        "availability": "Room availability status",
        "cancellation_policy": "Cancellation policy",
    },
)
print(result)
# Response:
# {
#   "hotel_name": "Seaside Resort & Spa",
#   "location": "Miami Beach, FL",
#   "star_rating": 4,
#   "price_per_night": 249,
#   "total_price": 747,
#   "room_type": "Ocean View King",
#   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
#   "rating": 8.7,
#   "review_count": 2341,
#   "availability": "3 rooms left",
#   "cancellation_policy": "Free cancellation until Jan 15"
# }

// npm install webscraping-ai
// https://www.npmjs.com/package/webscraping-ai
import { WebScrapingAI } from 'webscraping-ai';

const client = new WebScrapingAI({ apiKey: 'YOUR_API_KEY' });
const result = await client.fields({
  url: 'https://booking-site.com/hotel/seaside-resort',
  fields: {
    hotel_name: 'Hotel name',
    location: 'Hotel location',
    star_rating: 'Star rating',
    price_per_night: 'Price per night as a number',
    total_price: 'Total price for stay',
    room_type: 'Type of room',
    amenities: 'Array of hotel amenities',
    rating: 'Guest rating score',
    review_count: 'Number of reviews',
    availability: 'Room availability status',
    cancellation_policy: 'Cancellation policy',
  },
});
console.log(result);
// Response:
// {
//   "hotel_name": "Seaside Resort & Spa",
//   "location": "Miami Beach, FL",
//   "star_rating": 4,
//   "price_per_night": 249,
//   "total_price": 747,
//   "room_type": "Ocean View King",
//   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
//   "rating": 8.7,
//   "review_count": 2341,
//   "availability": "3 rooms left",
//   "cancellation_policy": "Free cancellation until Jan 15"
// }

<?php
// composer require webscraping-ai/webscraping-ai-php
// https://packagist.org/packages/webscraping-ai/webscraping-ai-php
require 'vendor/autoload.php';

use WebScrapingAI\Client;

$client = new Client('YOUR_API_KEY');
$result = $client->fields('https://booking-site.com/hotel/seaside-resort', [
    'hotel_name'          => 'Hotel name',
    'location'            => 'Hotel location',
    'star_rating'         => 'Star rating',
    'price_per_night'     => 'Price per night as a number',
    'total_price'         => 'Total price for stay',
    'room_type'           => 'Type of room',
    'amenities'           => 'Array of hotel amenities',
    'rating'              => 'Guest rating score',
    'review_count'        => 'Number of reviews',
    'availability'        => 'Room availability status',
    'cancellation_policy' => 'Cancellation policy',
]);
print_r($result);
// Response:
// {
//   "hotel_name": "Seaside Resort & Spa",
//   "location": "Miami Beach, FL",
//   "star_rating": 4,
//   "price_per_night": 249,
//   "total_price": 747,
//   "room_type": "Ocean View King",
//   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
//   "rating": 8.7,
//   "review_count": 2341,
//   "availability": "3 rooms left",
//   "cancellation_policy": "Free cancellation until Jan 15"
// }

# gem install webscraping_ai
# https://rubygems.org/gems/webscraping_ai
require 'webscraping_ai'

client = WebScrapingAI::Client.new(api_key: 'YOUR_API_KEY')
result = client.fields(
  'https://booking-site.com/hotel/seaside-resort',
  fields: {
    hotel_name:           'Hotel name',
    location:             'Hotel location',
    star_rating:          'Star rating',
    price_per_night:      'Price per night as a number',
    total_price:          'Total price for stay',
    room_type:            'Type of room',
    amenities:            'Array of hotel amenities',
    rating:               'Guest rating score',
    review_count:         'Number of reviews',
    availability:         'Room availability status',
    cancellation_policy:  'Cancellation policy',
  }
)
puts result.inspect
# Response:
# {
#   "hotel_name": "Seaside Resort & Spa",
#   "location": "Miami Beach, FL",
#   "star_rating": 4,
#   "price_per_night": 249,
#   "total_price": 747,
#   "room_type": "Ocean View King",
#   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
#   "rating": 8.7,
#   "review_count": 2341,
#   "availability": "3 rooms left",
#   "cancellation_policy": "Free cancellation until Jan 15"
# }

// go get github.com/webscraping-ai/webscraping-ai-go/v4
// https://pkg.go.dev/github.com/webscraping-ai/webscraping-ai-go/v4
package main

import (
    "context"
    "fmt"

    webscrapingai "github.com/webscraping-ai/webscraping-ai-go/v4"
)

func main() {
    client, _ := webscrapingai.NewClient(&webscrapingai.Config{APIKey: "YOUR_API_KEY"})
    result, _ := client.Fields(context.Background(), &webscrapingai.FieldsOptions{
        URL: "https://booking-site.com/hotel/seaside-resort",
        Fields: map[string]string{
            "hotel_name": "Hotel name",
            "location": "Hotel location",
            "star_rating": "Star rating",
            "price_per_night": "Price per night as a number",
            "total_price": "Total price for stay",
            "room_type": "Type of room",
            "amenities": "Array of hotel amenities",
            "rating": "Guest rating score",
            "review_count": "Number of reviews",
            "availability": "Room availability status",
            "cancellation_policy": "Cancellation policy",
        },
    })
    fmt.Println(result.Result)
}
// Response:
// {
//   "hotel_name": "Seaside Resort & Spa",
//   "location": "Miami Beach, FL",
//   "star_rating": 4,
//   "price_per_night": 249,
//   "total_price": 747,
//   "room_type": "Ocean View King",
//   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
//   "rating": 8.7,
//   "review_count": 2341,
//   "availability": "3 rooms left",
//   "cancellation_policy": "Free cancellation until Jan 15"
// }

// Maven: ai.webscraping:webscraping-ai:4.0.0
// https://central.sonatype.com/artifact/ai.webscraping/webscraping-ai
import ai.webscraping.Client;
import ai.webscraping.Config;
import ai.webscraping.option.FieldsOptions;
import ai.webscraping.result.FieldsResult;

Client client = new Client(Config.builder().apiKey("YOUR_API_KEY").build());
FieldsResult result = client.fields(FieldsOptions.builder()
    .url("https://booking-site.com/hotel/seaside-resort")
    .addField("hotel_name", "Hotel name")
    .addField("location", "Hotel location")
    .addField("star_rating", "Star rating")
    .addField("price_per_night", "Price per night as a number")
    .addField("total_price", "Total price for stay")
    .addField("room_type", "Type of room")
    .addField("amenities", "Array of hotel amenities")
    .addField("rating", "Guest rating score")
    .addField("review_count", "Number of reviews")
    .addField("availability", "Room availability status")
    .addField("cancellation_policy", "Cancellation policy")
    .build());
System.out.println(result.getResult());
// Response:
// {
//   "hotel_name": "Seaside Resort & Spa",
//   "location": "Miami Beach, FL",
//   "star_rating": 4,
//   "price_per_night": 249,
//   "total_price": 747,
//   "room_type": "Ocean View King",
//   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
//   "rating": 8.7,
//   "review_count": 2341,
//   "availability": "3 rooms left",
//   "cancellation_policy": "Free cancellation until Jan 15"
// }

// dotnet add package WebScrapingAI
// https://www.nuget.org/packages/WebScrapingAI
using WebScrapingAI;

var client = new WebScrapingAIClient(new WebScrapingAIClientOptions { ApiKey = "YOUR_API_KEY" });
var result = await client.FieldsAsync(new FieldsRequest {
    Url = "https://booking-site.com/hotel/seaside-resort",
    Fields = new Dictionary<string, string> {
        ["hotel_name"] = "Hotel name",
        ["location"] = "Hotel location",
        ["star_rating"] = "Star rating",
        ["price_per_night"] = "Price per night as a number",
        ["total_price"] = "Total price for stay",
        ["room_type"] = "Type of room",
        ["amenities"] = "Array of hotel amenities",
        ["rating"] = "Guest rating score",
        ["review_count"] = "Number of reviews",
        ["availability"] = "Room availability status",
        ["cancellation_policy"] = "Cancellation policy",
    },
});
Console.WriteLine(result.Result);
// Response:
// {
//   "hotel_name": "Seaside Resort & Spa",
//   "location": "Miami Beach, FL",
//   "star_rating": 4,
//   "price_per_night": 249,
//   "total_price": 747,
//   "room_type": "Ocean View King",
//   "amenities": ["Pool", "Spa", "Beach Access", "Free WiFi"],
//   "rating": 8.7,
//   "review_count": 2341,
//   "availability": "3 rooms left",
//   "cancellation_policy": "Free cancellation until Jan 15"
// }

Benefits for Travel

Find Best Deals: Monitor prices and get alerts when they drop.

Price Comparison: Compare rates across multiple platforms.

Trend Analysis: Understand seasonal pricing patterns.

Competitive Intel: Monitor competitor pricing strategies.

Dynamic Pricing: Inform your own pricing decisions with market data.

Who Uses Travel Data

Deal Sites

Find and share the best travel deals

Travel Agencies

Monitor competitive pricing

Hotels & Airlines

Track competitor rates for revenue management

Market Researchers

Analyze travel industry trends

Related Use Cases

Start Tracking Travel Prices

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Travel Price Tracking