Travel & tourism data intelligence

AI-powered travel & tourism data scraping

Turn public travel data into structured intelligence for rates, availability, demand analysis, competitor monitoring and traveler experience.

Travel data changes by destination, date and demand. Our custom workflows collect publicly available hotel, flight, car-rental and review information, then organize it around the markets and decisions your team needs to understand.

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From public pages to useful data

What is travel & tourism data scraping?

Cigma combines tailored extraction logic with AI-assisted mapping and validation where appropriate. The objective is a dependable dataset that fits your research, commercial or operational workflow—not an unstructured collection of raw pages.

Data we extract

Build the dataset your team actually needs

Every project starts with a field map. We collect only publicly available information that is relevant to your use case, then normalize it into an agreed structure.

Hotel data

Property details, room types, public rates, availability, packages, amenities and guest ratings.

Flight data

Routes, schedules, public fares, cabin information and airline availability signals.

Car rental data

Vehicle categories, daily rates, inclusions, availability and pick-up location details.

Vacation rental data

Listing attributes, public prices, availability, property features and guest feedback.

Review data

Public ratings, review counts, review text, dates and recurring traveler feedback themes.

Destination data

Destination, location and demand-facing signals for selected routes, dates or markets.

From data to decisions

Travel & Tourism intelligence use cases

The same public data can answer different business questions. We define collection and output around the decisions your team needs to make.

Rate intelligence

Monitor public hotel, flight and rental pricing to support commercial strategy.

Availability monitoring

Track inventory and public availability changes across target travel channels.

Competitive monitoring

Compare offers, packages and visible positioning across relevant travel brands.

Reputation intelligence

Analyze guest reviews and ratings to identify experience trends.

Demand research

Build destination, route and seasonal datasets for market analysis.

Customer experience

Use public feedback and offer data to improve traveler-facing decisions.

AI-powered extraction

A more structured route from page to dataset

AI can help identify page context, map relevant values to defined fields and validate records against agreed rules. We use it as part of a practical workflow—not as an unsupported promise of fully autonomous collection.

Understand the source and required field structure
Extract relevant publicly available information
Validate, normalize and remove duplicates where required
Structure records to match your agreed schema
Deliver data in the format and frequency you need

Public web sources

Custom workflows for the sources you need

We assess public travel websites, booking channels, supplier sites and review sources against your required fields, geography and date combinations before committing to a workflow.

We do not claim support for a source until the required workflow has been assessed.

Who uses this data

Useful across specialist teams

Travel brands and agencies
Hotels, hospitality groups and vacation-rental operators
Airline, car-rental and mobility teams
Travel technology and data platforms
Market research and consulting firms
Investment and destination-research teams

Flexible delivery

Get data in the format you need

Your delivery method should fit the people and systems using the data. We can prepare structured outputs for one-time or scheduled delivery.

CSV, Excel, JSON and XML files
API or database-ready delivery
Cloud storage and custom data feeds
One-time datasets or scheduled updates
Field normalization based on your schema

How Cigma works

A transparent data workflow

Define requirements

Share the public sources, fields, geography and update frequency that matter to your team.

Design the workflow

We assess source feasibility and configure an extraction and data-structure approach.

Extract and validate

Public information is collected, normalized and checked against the agreed data rules.

Deliver the dataset

Receive a sample or feed in the agreed format so your team can begin using the information.

Monitor and update

For recurring needs, the workflow can be maintained and run on an agreed schedule.

Refine as you learn

Add or refine fields as your commercial, research or product questions evolve.

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Travel & Tourism data scraping FAQs

What is travel data scraping?

It is the structured collection of publicly available travel information, such as public rates, availability, listings, schedules and reviews.

What travel data can Cigma collect?

A custom dataset can include hotel, flight, rental, vacation-rental, location and review data, subject to source feasibility and public availability.

How often can travel data be updated?

Update frequency is agreed during scoping and depends on the data need, source behavior and project requirements.

How is data delivered?

We can prepare agreed datasets for CSV, Excel, JSON, XML, API, database or cloud-storage delivery.

Is public web data collection legal?

Each project should be assessed individually. We focus on publicly available information while considering applicable laws, privacy requirements, contractual restrictions and website terms.

How do we get started?

Share the public sources, fields, geography and refresh frequency you need. We will help define a practical scope.