KAYAK Email Scraper

KAYAK Email Scraper

The KAYAK Email Scraper extracts publicly displayed email addresses associated with KAYAK-related search results using targeted keywords and optional location filters. It is designed for users who need structured contact data for research, lead discovery, market analysis, travel-industry research, and dataset creation.

Provide one or more search keywords, optionally specify a country, state, or city, and choose the email domains you want to search for. The Actor processes each keyword and email-domain combination separately and returns matching email addresses together with the associated title, description, and URL.

Because results depend on publicly available information surfaced in search results, the number of emails collected can vary by keyword, domain, location, and the information available for the searched pages.

What Is the KAYAK Email Scraper?

The KAYAK Email Scraper is an email extraction tool focused on discovering contact addresses associated with KAYAK pages that appear in search results.

Instead of manually searching many pages and copying contact details, you can provide a keyword such as Hotel, Car Rental, or another relevant travel-related term. The Actor searches for matching KAYAK content and identifies email addresses that correspond to the email-domain suffixes you selected.

The workflow is straightforward:

Keywords + optional location + email domains → targeted search → email extraction → structured dataset

The Actor also supports exclusion filters, allowing you to skip result snippets containing specific words or phrases.

Key Features

Feature	Description	User Benefit
Keyword-based search	Search KAYAK-related results using one or more keywords or queries.	Helps target specific topics, businesses, or travel-related segments.
Location filtering	Optionally narrow searches with a country, state, or city.	Useful for geographic research and regional targeting.
Custom email domains	Search for selected email suffixes such as @gmail.com or @yahoo.com.	Lets you focus collection on the address types that matter to your workflow.
Per-combination email target	maxEmails controls the target for each keyword + domain combination.	Gives you predictable control over each search combination.
Exclude words	Skip snippets containing selected words or phrases.	Helps remove unwanted categories from the collected results.
Duplicate prevention	Previously collected email addresses are tracked during the run.	Reduces duplicate email records in the dataset.
Incremental dataset output	Records are pushed to the Apify dataset as they are collected.	Results become available progressively during processing.
Resume support	Run progress is persisted so interrupted processing can resume from saved progress.	Helps reduce repeated work after an interruption.

What Data Can You Extract?

The Actor returns contact-oriented information associated with matching KAYAK search results. Each collected record can contain:

• Network — Identifies the source as KAYAK.com.
• Keyword — The search keyword responsible for the result.
• Title — The title associated with the matching search result.
• Description — The available result description or snippet.
• URL — The corresponding result URL.
• Email — The extracted email address matching one of your selected domain suffixes.

The primary value is the combination of an email address with its surrounding search-result context. This can help users review where a contact was discovered and what keyword produced the result.

Why Use the KAYAK Email Scraper?

Manual collection can require repeated searching, opening pages, checking contact information, and recording data into a spreadsheet or database. The KAYAK Email Scraper turns that repetitive discovery process into a configurable Actor run.

Useful advantages include:

• Automated keyword-driven contact discovery.
• Structured records instead of manually copied information.
• Multiple keyword and domain combinations in one run.
• Optional geographic targeting.
• Filtering of unwanted result snippets.
• Incremental dataset collection for later analysis.

The Actor is particularly useful when your goal is to build a focused KAYAK-related contact dataset rather than manually inspect individual search results.

KAYAK Email Scraper Input

The required input is keywords. The remaining settings are optional and can be used to refine collection.

Field	Type	Required	Default	Description
keywords	Array of strings	Yes	["Hotel", "Car Rental"]	Search keywords or queries to use for KAYAK-related email discovery.
location	String	No	""	Optional country, state, city, or other geographic text used to narrow searches.
customDomains	Array of strings	No	["@gmail.com"]	Email-domain suffixes to search for, such as @gmail.com, @yahoo.com, or @outlook.com.
maxEmails	Integer	No	5	Target number of emails for each keyword + domain combination. Accepted values are 1 to 10,000.
excludeWords	Array of strings	No	[]	Words or phrases that cause a matching result snippet to be skipped.

For keywords, use specific search terms whenever possible. More focused phrases can make the search intent clearer than broad one-word queries.

For customDomains, include the suffix exactly as you want it searched, for example @gmail.com. Multiple domain suffixes can be supplied.

Input Example

{
  "keywords": [
    "Hotel",
    "Hotel Manager",
    "Boutique Hotel",
    "Travel Agency"
  ],
  "location": "United States",
  "customDomains": [
    "@gmail.com",
    "@yahoo.com",
    "@outlook.com"
  ],
  "maxEmails": 10,
  "excludeWords": [
    "crypto",
    "onlyfans"
  ]
}

How to Use the KAYAK Email Scraper

1. Enter one or more KAYAK-relevant keywords in keywords.
2. Add a country, state, or city in location when geographic targeting is needed.
3. Select the email suffixes to search in customDomains.
4. Set maxEmails according to the desired target for each keyword + domain combination.
5. Add excludeWords when certain categories or phrases should be skipped.
6. Start the Actor and review the resulting dataset as records are collected.

A practical workflow is to begin with a small set of specific keywords and a modest email target. After reviewing the results, expand the keyword list, domains, or location filter when broader coverage is needed.

Understanding Keyword and Domain Combinations

maxEmails is not a single shared target across all keyword and domain combinations.

For example, with three keywords and two email domains, the Actor processes six combinations:

• Keyword 1 + Domain 1
• Keyword 1 + Domain 2
• Keyword 2 + Domain 1
• Keyword 2 + Domain 2
• Keyword 3 + Domain 1
• Keyword 3 + Domain 2

With maxEmails set to 20, the Actor targets up to 20 newly discovered emails for each combination, subject to the available search results and other stopping conditions.

This structure can be useful when you want broader coverage across several search intents and email-address types.

Output

Collected records are added to the Apify dataset incrementally.

Field	Description
network	Source network identifier, returned as KAYAK.com.
keyword	Keyword used to discover the result.
title	Search-result title.
description	Search-result description or snippet associated with the record.
url	URL associated with the search result.
email	Email address extracted from the available result text and matching the selected domain suffix.

The default dataset view emphasizes keyword, title, description, url, and email. The network value is included in the Actor's output record as source metadata.

Output Example

{
  "network": "KAYAK.com",
  "keyword": "Hotel",
  "title": "Example Hotel",
  "description": "Example hotel information and contact email hello@example.com",
  "url": "https://www.kayak.com/example-page",
  "email": "hello@example.com"
}

The example uses fictional sample information to illustrate the record structure.

Use Cases

The KAYAK Email Scraper can support several practical research and data-collection workflows.

Travel market research: Discover publicly available email contacts associated with hotel, car rental, and other travel-related searches.

Lead research: Build contact datasets around focused keywords and selected email domains.

Geographic research: Combine search terms with a country, state, or city to investigate region-specific results.

Competitive research: Collect structured contact and search-result information for selected travel-related categories.

Dataset creation: Build a reusable dataset containing keywords, result context, URLs, and discovered emails.

Business intelligence: Analyze the relationship between search themes, locations, domains, and discovered contact information.

Research automation: Repeat a configurable keyword-based data collection workflow without manually reviewing every search result.

Advantages

The Actor is useful when the goal is targeted, configurable KAYAK email discovery rather than broad unstructured web collection.

Its main strengths are configurable keywords, location-based refinement, selectable email-domain suffixes, exclusion filters, structured dataset records, duplicate tracking, and incremental output.

The keyword-plus-domain approach also lets users test different search combinations independently. This can make it easier to refine a dataset after reviewing initial results.

Limitations

Email availability depends on what is publicly visible in the information associated with matching search results. The Actor cannot guarantee that every KAYAK result contains an email address.

Results may also vary according to the specificity of the keyword, the selected email suffix, the chosen location, and the amount of relevant information available.

A narrow query can produce few or no results. Broad queries may discover more varied records but can also require more processing.

The documented maximum for maxEmails is 10,000 per keyword + domain combination. Free-user processing is subject to a code-enforced ceiling of 100 emails, while paid-user runs do not apply that specific ceiling.

The Actor may also stop a search combination when continued pagination is no longer producing useful new email results.

Pros and Cons

Pros	Cons
Keyword and query-based targeting	Results depend on publicly available search-result information
Optional geographic filtering	Narrow keywords may return sparse results
Custom email-domain selection	Requested targets are not guarantees
Exclude-word filtering	Search coverage can vary between combinations
Structured Apify dataset records	Free-user runs have a 100-email code-enforced ceiling
Duplicate prevention	Not every matching page will expose an email address
Incremental output and resume support	Large or broad searches can require longer processing

Comparison With Alternative Approaches

Capability	This Actor	Manual / Typical Alternative
Keyword-based discovery	Supported	Requires repeated searches
Multiple search combinations	Supported	Usually handled one search at a time
Geographic targeting	Supported through location	Manually applied to searches
Email-domain filtering	Supported	Manually added to search queries
Exclusion filtering	Supported	Requires manual screening
Structured output	Apify dataset records	Often requires manual spreadsheet formatting
Duplicate tracking	Supported	Often requires manual deduplication
Incremental collection	Supported	Usually depends on the user's workflow

This comparison describes workflow differences rather than claiming universal superiority over other data-collection methods.

Best Practices

Use specific search phrases that closely match the type of KAYAK-related contacts you are looking for. For example, Hotel Manager, Boutique Hotel, or Car Rental may provide a more focused search intent than a single broad keyword.

Start with a small test run before expanding the number of combinations.

When targeting a specific market, add a location such as a country or city. When broader coverage is required, leaving location empty allows the search to proceed without that geographic filter.

Use several relevant email suffixes when one domain does not provide enough coverage. You can also add business-specific domains when they are appropriate to your research.

Use excludeWords carefully because a matching word or phrase in a result description causes that entire snippet to be skipped.

For important datasets, review and validate collected contact information before using it in downstream workflows.

Troubleshooting

Invalid Input: Check that keywords, customDomains, and excludeWords are supplied as arrays of strings and that maxEmails is a valid integer between 1 and 10,000.

Empty Results: Try broader or more relevant keywords, remove an overly restrictive location, or add additional email-domain suffixes.

Partial Results: A requested target is not a guarantee. The available search results may contain fewer matching email addresses than requested.

Missing Email Addresses: A search result may match your keyword while containing no publicly visible email address matching the selected domain suffix.

Too Few Results: Add related keyword variations or additional domains. Geographic filters can also be broadened or removed.

Long Runs: Broad searches and many keyword-domain combinations can require more processing. Use a smaller test first and increase the run timeout when appropriate.

Frequently Asked Questions

What does the KAYAK Email Scraper do?

The KAYAK Email Scraper searches for KAYAK-related results using your keywords and extracts email addresses matching the domain suffixes you specify.

What keywords can I use?

You can use travel-related or business-oriented search terms relevant to the KAYAK information you want to discover. The Actor accepts an array of keyword strings.

Can I search by country or city?

Yes. The optional location field accepts geographic text such as a country, state, or city.

Can I process multiple keywords in one run?

Yes. keywords is an array, so multiple search terms can be processed within the same Actor run.

Can I search for different email domains?

Yes. Use customDomains to provide multiple email suffixes such as @gmail.com, @yahoo.com, and @outlook.com.

What does maxEmails mean?

It specifies the collection target for each keyword + email-domain combination. The accepted value is from 1 to 10,000.

Does the Actor guarantee the requested number of emails?

No. The target is subject to the availability of matching public information and the Actor's search stopping conditions.

What happens when I use excludeWords?

If a selected word or phrase appears in a result's description snippet, that entire snippet is skipped and no email is taken from it.

Does the Actor remove duplicate emails?

Yes. The Actor tracks discovered email addresses and avoids registering the same email more than once.

What format is the output?

Results are stored as structured Apify dataset records containing the network, keyword, title, description, URL, and email fields.

Can I use the Actor for automation and research workflows?

Yes. Its structured input and dataset output are suitable for repeatable data-collection, research, analysis, and dataset-building workflows.

NLP Keywords

• KAYAK email extraction
• KAYAK contact data
• KAYAK profile data
• KAYAK search results
• travel email leads
• travel contact discovery
• hotel email extraction
• car rental contacts
• travel business contacts
• public email addresses
• email domain filtering
• location-based search
• keyword-based extraction
• structured contact data
• travel market research
• contact dataset creation
• KAYAK data collection
• search-result email extraction
• business lead research
• travel industry data

Related Keywords

• KAYAK email finder
• KAYAK contact scraper
• KAYAK email extractor
• KAYAK lead scraper
• KAYAK data scraper
• KAYAK contact finder
• KAYAK business email search
• hotel email scraper
• travel agency email scraper
• car rental email finder
• travel business email extractor
• public travel contact data
• travel lead generation data
• KAYAK contact information
• KAYAK business research
• travel industry contact research
• keyword email scraper
• location email search
• domain-specific email extraction
• travel contact dataset

Final Overview

The KAYAK Email Scraper provides a configurable way to discover publicly available email addresses associated with KAYAK-related search results. Users control the search through keywords, optional geographic targeting, selected email-domain suffixes, per-combination email targets, and exclusion terms.

The resulting dataset combines each discovered email with useful search context such as the keyword, title, description, URL, and source network. This makes the Actor suitable for travel research, contact discovery, market analysis, business intelligence, and structured dataset creation.

For reliable results, use focused keywords, test your configuration with a small run, and broaden the location or domain settings when the available public information is limited.

Contact me: Alphascraper69@gmail.com