Travel & Logistics

Tools for price monitoring, competitor tracking, market research, trend analysis, and creating new aggregators.

Web scraping is disrupting the travel and logistics industry with data from the web.

The explosive growth of new travel and accommodation listing sites has opened up new possibilities, providing the inputs needed to predict trends, make better investment decisions, automate marketing, and build new products.

How fast is the world changing?

COVID-19 has changed the way we travel and move goods around. The travel and hospitality industries have been brought to a standstill, causing massive job and revenue losses.

Apify helped us not only to scrape the data but to learn how to write the actors. It was fruitful cooperation. The Apify platform is easy to use, try it yourself!

Jana Hošková, Barbora Špetlíková

Czechitas students

Providing actionable data to leading travel, logistics and hospitality businesses

How web scraping and web automation are redefining the travel industry

Price monitoring

Monitor price changes of hotel listings, flights, and other services on the websites and mobile apps of your choice at scale. Streamline the monitoring of prices for related industries such as hospitality so you can adjust your own pricing strategy and optimize your performance.

Competitor tracking

Track competing listings and services to get notified about new changes and services they offer instantly. Automatically collect data in your preferred format and monitor the prices of travel and related data such as COVID-19 statistics in real-time.

Market research

Audit popular social media sites and search engines to discover trending destinations, new hotel listings, and more to stay ahead of emerging trends and buying habits in the travel industry. Use this data for market analysis, machine learning, or new product offerings.

Web automation

Automate updates of your own listings and services based on predefined triggers to optimize your pricing strategy and maximize your profits. Get notified when new listings are created or when the price or other criteria for your selected services change.

Get a custom solution for your web scraping project

    • Outsource the development of your web scraping project to the biggest experts in the field.
    • Extract data exactly when you need it by setting up a custom scheduler.
    • Streamline the monitoring of your target travel or listings websites and leave the maintenance and support to us.
    • Get high-quality data from web scraping in your preferred format (JSON, CVS, XLS, HTML) and already structured for further processing.
    • Automatically upload data via ready-made integrations or APIs for your existing tools to eliminate the risk of human error.

Data will help the travel industry bounce back and boom like never before

1{
2  "url": "https://www.airbnb.com/rooms/29592175",
3  "name": "Beautiful Condo In Folsom with amazing  views!",
4  "stars": 5,
5  "address": "Folsom, California, United States",
6  "pricing": {
7    "rate": {
8      "amount": 166,
9      "currency": "USD",
10      "amount_formatted": "$166",
11      "is_micros_accuracy": false
12    },
13    "rate_type": "nightly",
14    "rate_with_service_fee": {
15      "amount": 166,
16      "currency": "USD",
17      "amount_formatted": "$166",
18      "is_micros_accuracy": false
19    }
20  },
21  "reviews": [
22    {
23      "_fromStrapi": true,
24      "id": 660666869,
25      "role": "guest",
26      "idStr": "660666869",
27      "author": {
28        "_fromStrapi": true,
29        "id": 45746528,
30        "firstName": "Jessica",
31        "smartName": "Jessica",
32        "pictureUrl": "https://a0.muscache.com/im/users/45746528/profile_pic/1443983056/original.jpg?aki_policy=profile_x_medium",
33        "thumbnailUrl": "https://a0.muscache.com/im/users/45746528/profile_pic/1443983056/original.jpg?aki_policy=profile_small",
34        "hasProfilePic": true
35      },
36      "rating": 5,
37      "listing": {
38        "_fromStrapi": true,
39        "id": 29592175,
40        "name": "Beautiful Condo In Folsom with amazing  views!",
41        "listingIdStr": "29592175"
42      },
43      "authorId": 45746528,
44      "comments": "Chuk's place provided a clean and comfortable respite while we were evacuated due to wildfires. He was incredibly helpful and responsive throughout our stay! Would recommend if you are travelling in this area.",
45      "language": "en",
46      "response": "",
47      "userFlag": null,
48      "createdAt": "2020-09-05T21:09:32Z",
49      "listingId": 29592175,
50      "recipient": {
51        "_fromStrapi": true,
52        "id": 222754433,
53        "firstName": "Chuk",
54        "smartName": "Chuk",
55        "pictureUrl": "https://a0.muscache.com/im/pictures/user/4fe73ae1-f293-4767-b9e7-b6e18fcaab6c.jpg?aki_policy=profile_x_medium",
56        "thumbnailUrl": "https://a0.muscache.com/im/pictures/user/4fe73ae1-f293-4767-b9e7-b6e18fcaab6c.jpg?aki_policy=profile_small",
57        "hasProfilePic": true
58      },
59      "canBeEdited": false,
60      "recipientId": 222754433,
61      "collectionTag": null
62    },
63    {
64      "_fromStrapi": true,
65      "id": 641891437,
66      "role": "guest",
67      "idStr": "641891437",
68      "author": {
69        "_fromStrapi": true,
70        "id": 351392635,
71        "firstName": "Gayle",
72        "smartName": "Gayle",
73        "pictureUrl": "https://a0.muscache.com/im/pictures/user/f14878b2-7004-4f2d-abe1-b51fdd0bb924.jpg?aki_policy=profile_x_medium",
74        "thumbnailUrl": "https://a0.muscache.com/im/pictures/user/f14878b2-7004-4f2d-abe1-b51fdd0bb924.jpg?aki_policy=profile_small",
75        "hasProfilePic": true
76      },
77      "rating": 5,
78      "listing": {
79        "_fromStrapi": true,
80        "id": 29592175,
81        "name": "Beautiful Condo In Folsom with amazing  views!",
82        "listingIdStr": "29592175"
83      },
84      "authorId": 351392635,
85      "comments": "Chuck's place is wonderful and he is an AWESOME Host.  He was very attentive to anything we needed.  The Condo is beautiful. We so enjoyed our stay.  If it is necessary to be in this area again this will be the place to stay.",
86      "language": "en",
87      "response": "",
88      "userFlag": null,
89      "createdAt": "2020-07-24T22:39:12Z",
90      "listingId": 29592175,
91      "recipient": {
92        "_fromStrapi": true,
93        "id": 222754433,
94        "firstName": "Chuk",
95        "smartName": "Chuk",
96        "pictureUrl": "https://a0.muscache.com/im/pictures/user/4fe73ae1-f293-4767-b9e7-b6e18fcaab6c.jpg?aki_policy=profile_x_medium",
97        "thumbnailUrl": "https://a0.muscache.com/im/pictures/user/4fe73ae1-f293-4767-b9e7-b6e18fcaab6c.jpg?aki_policy=profile_small",
98        "hasProfilePic": true
99      },
100      "canBeEdited": false,
101      "recipientId": 222754433,
102      "collectionTag": null
103    },
104    {
105      "_fromStrapi": true,
106      "id": 343422789,
107      "role": "guest",
108      "idStr": "343422789",
109      "author": {
110        "_fromStrapi": true,
111        "id": 187868444,
112        "firstName": "Mark",
113        "smartName": "Mark",
114        "pictureUrl": "https://a0.muscache.com/im/pictures/user/c0f7fb51-795b-4bc7-8813-ad1ac6cc871e.jpg?aki_policy=profile_x_medium",
115        "thumbnailUrl": "https://a0.muscache.com/im/pictures/user/c0f7fb51-795b-4bc7-8813-ad1ac6cc871e.jpg?aki_policy=profile_small",
116        "hasProfilePic": true
117      },
118      "rating": 0,
119      "listing": {
120        "_fromStrapi": true,
121        "id": 29592175,
122        "name": "Beautiful Condo In Folsom with amazing  views!",
123        "listingIdStr": "29592175"
124      },
125      "authorId": 187868444,
126      "comments": "The host canceled this reservation 3 days before arrival. This is an automated posting.",
127      "language": "en",
128      "response": "",
129      "userFlag": null,
130      "createdAt": "2018-10-31T17:35:40Z",
131      "listingId": 29592175,
132      "recipient": {
133        "_fromStrapi": true,
134        "id": 222754433,
135        "firstName": "Chuk",
136        "smartName": "Chuk",
137        "pictureUrl": "https://a0.muscache.com/im/pictures/user/4fe73ae1-f293-4767-b9e7-b6e18fcaab6c.jpg?aki_policy=profile_x_medium",
138        "thumbnailUrl": "https://a0.muscache.com/im/pictures/user/4fe73ae1-f293-4767-b9e7-b6e18fcaab6c.jpg?aki_policy=profile_small",
139        "hasProfilePic": true
140      },
141      "canBeEdited": false,
142      "recipientId": 222754433,
143      "collectionTag": null
144    }
145  ],
146  "location": {
147    "lat": 38.64795,
148    "lng": -121.14039
149  },
150  "roomType": "Entire house",
151  "numberOfGuests": 4
152}

Why do travel & logistics companies choose Apify?

Flexibility

Whatever your unique needs might be, there is no limit to what Apify can provide when it comes to web automation and data extraction. We believe that there is always a solution.

Reliability

The Apify team will set up your solution and make sure it remains up and running. We make sure you get data you can rely on so you can make the right decisions.

Scalability

Your solution can adjust as you grow and data can be extracted at scale. Millions of pages can be scraped, and TBs of data can be transferred as often as you need it.

Travel and logistics are changing fast - data gives you the edge you need to stay ahead.