Clutch Email Scraper

🔍 Clutch Email Scraper – Overview

Clutch Email Scraper is an Apify Actor designed to extract publicly indexed email addresses associated with Clutch-related search results using targeted keywords, optional locations, and selected email domains.

The Clutch Email Scraper is useful for lead generation, B2B prospecting, agency research, business contact discovery, and finding publicly available contact emails related to companies and services represented on Clutch.

Instead of manually searching Clutch-related results one by one, the Clutch Email Scraper lets you provide multiple search terms and email domains. It then processes relevant search results and stores discovered contact information in an Apify Dataset.

The Clutch Email Scraper supports keyword targeting, location filtering, custom email-domain selection, exclusion words, duplicate-email prevention, and configurable result limits.

The Clutch Email Scraper is especially useful when you need structured lead data containing a keyword, result title, description, URL, and discovered email address.

💡 Important: The actor discovers publicly indexed email addresses from search-result descriptions associated with Clutch-related pages. Results depend on what is publicly indexed and available through search results, so the configured target is not a guarantee that every search will produce that many emails.

✨ Clutch Email Scraper – Key Features

Feature	Description	Benefit
Keyword targeting	Search using one or multiple keywords or queries	Build focused prospecting searches
Location targeting	Optionally specify a country, state, or city	Narrow research to geographic markets
Custom email domains	Search for domains such as @gmail.com or other suffixes	Target specific email types
Per-combination limits	Configure a maximum for each keyword + domain combination	Control search depth
Exclude words	Skip snippets containing selected words or phrases	Reduce unwanted results
Duplicate prevention	Previously collected emails are not collected again	Cleaner lead datasets
Structured dataset	Results are pushed into an Apify Dataset	Easy structured lead management
Progress persistence	Run progress can be resumed after interruption	Helps preserve completed work

🎯 Why Use Clutch Email Scraper?

The Clutch Email Scraper turns targeted search terms into structured Clutch-related contact leads. This can reduce repetitive manual searching when researching agencies, software companies, development providers, marketing businesses, and other organizations represented in publicly indexed Clutch results.

The actor is suitable for sales teams, lead researchers, agencies, recruiters, business development professionals, and researchers who need contact discovery based on search intent.

A focused search such as Web Development, Software Development, or another specific service term can be combined with a location and email domain to create a more targeted prospecting workflow.

📌 Why it helps: Specific keywords generally provide more focused search intent than broad terms. For example, several related service terms can provide broader coverage than relying on one generic keyword.

📊 Clutch Email Scraper – Main Advantages

Advantage	Explanation
Targeted discovery	Search around specific keywords rather than processing unrelated results
Geographic filtering	Add a city, state, or country when location-specific research is required
Domain flexibility	Use the default Gmail domain or provide additional email suffixes
Structured contacts	Store useful result context together with the discovered email
Duplicate control	The same email is registered only once during the run
Flexible limits	Configure maxEmails from 1 to 10,000
Filtering	Exclude snippets containing unwanted words or phrases
Incremental output	Matching results are pushed to the dataset as they are found

⚙️ How Clutch Email Scraper Works

The Clutch Email Scraper accepts your keywords, optional location, email domains, maximum email target, and exclusion terms.

For each keyword and selected email domain, the actor performs a targeted search for Clutch-related pages containing the requested terms and domain suffix.

Search-result information is evaluated for publicly visible email addresses. When a matching email is found and the result does not contain an excluded word or phrase, the actor adds the lead to the dataset.

The Clutch Email Scraper processes multiple keyword and domain combinations independently. This means the configured maxEmails value applies to each keyword + domain combination rather than functioning as one shared target for the entire run.

Duplicate email addresses are skipped so the same email is not repeatedly registered in the run.

🔎 Example: With 3 keywords, 2 email domains, and maxEmails set to 20, the actor processes 6 keyword + domain combinations, with a target of up to 20 addresses for each combination.

📝 Input Parameters

Field Name	Type	Required	Description
keywords	Array of strings	Yes	Keywords or queries used for the search
location	String	No	Optional country, state, or city used to narrow results
customDomains	Array of strings	No	Email-domain suffixes to search for
maxEmails	Integer	No	Maximum target per keyword + domain combination, from 1 to 10,000
excludeWords	Array of strings	No	Words or phrases that cause matching result snippets to be skipped

The default keywords are Web Development and Software Development.

The default email domain is @gmail.com. You can provide additional domains when broader email coverage is appropriate.

The location field can remain empty when geographic filtering is not required.

💻 Clutch Email Scraper – Input Example

The following example uses only fields supported by the actor:

{
  "keywords": [
    "Web Development",
    "Software Development",
    "Digital Marketing"
  ],
  "location": "New York",
  "customDomains": [
    "@gmail.com",
    "@yahoo.com",
    "@outlook.com"
  ],
  "maxEmails": 10,
  "excludeWords": [
    "crypto",
    "onlyfans"
  ]
}

This configuration creates multiple targeted searches. Each keyword and domain combination receives its own configured target.

📦 Output Data

The Clutch Email Scraper produces structured lead records in the Clutch Emails Dataset.

The default dataset view displays the main lead fields used for practical contact research.

Field Name	Description
network	Identifies the network as Clutch.com in the actor output
keyword	Keyword associated with the search that produced the result
title	Title of the discovered search result
description	Search-result description containing the public contact context
url	URL associated with the search result
email	Publicly indexed email address matching the selected domain

🧾 Clutch Email Scraper – Output Example

A representative output record based on the actor's actual output structure looks like this:

{
  "network": "Clutch.com",
  "keyword": "Web Development",
  "title": "Example Web Development Company",
  "description": "Example description with contact information...",
  "url": "https://clutch.co/...",
  "email": "example@gmail.com"
}

The exact title, description, URL, and email values depend on the publicly indexed search results returned for your selected search criteria.

🚀 Benefits for Lead Generation

The Clutch Email Scraper can support structured business prospecting where publicly indexed contact information is useful.

By combining service-related keywords with locations and email domains, users can create targeted research sets instead of manually reviewing large numbers of search results.

Potential benefits include:

• More organized business contact research
• Keyword-focused prospect discovery
• Location-based lead research
• Custom email-domain targeting
• Structured contact datasets
• Reduced duplicate email collection
• Flexible search-depth control
• Easier follow-up research using result URLs and descriptions

🏢 Clutch Email Scraper – Use Cases

The Clutch Email Scraper can be used for several research and prospecting scenarios supported by its keyword-based workflow.

• Agency prospecting: Find publicly indexed contacts related to web development, software development, marketing, design, or other services.
• B2B lead generation: Build structured business contact datasets around selected service keywords.
• Local business research: Add a city, state, or country to focus research geographically.
• Sales prospecting: Discover publicly indexed contact emails for further business research.
• Business development: Research organizations matching specific service or industry terms.
• Market research: Compare search-result coverage across multiple keywords and locations.
• Agency research: Identify companies appearing for relevant service categories.
• Audience research: Explore organizations connected with particular search intents.

🔎 How to Scrape Clutch Emails by Keyword

To use the Clutch Email Scraper for keyword-based email discovery, start with specific search terms rather than one extremely broad keyword.

For example, instead of only using Development, consider related searches such as Web Development, Software Development, or another specific service term relevant to your research.

You can add several keywords in one run. The actor processes the keyword list and works through the selected email-domain combinations.

🌎 Can Clutch Email Scraper Target a City or Country?

• Yes.

The Clutch Email Scraper includes an optional location field. You can enter a country, state, or city to narrow the search.

For example, New York, London, or another geographic term can be provided when location-specific prospecting is required.

Leaving the location blank allows the search to proceed without a geographic filter.

📧 Can Clutch Email Scraper Search Multiple Email Domains?

• Yes.

The Clutch Email Scraper supports multiple custom email-domain suffixes.

Examples include:

• @gmail.com
• @yahoo.com
• @outlook.com
• Other custom domain suffixes

Each keyword + domain combination is processed independently according to the configured target.

🚫 Can I Exclude Specific Words?

• Yes.

The Clutch Email Scraper supports excludeWords.

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

Single-word matching is case-insensitive and uses whole-word matching. Phrases are matched as case-insensitive text.

🔢 How Does maxEmails Work?

The Clutch Email Scraper allows maxEmails values from 1 through 10,000.

The setting is applied independently to each keyword + email-domain combination.

For example, 2 keywords × 3 domains × 10 emails creates six combinations, each with a target of up to 10 emails.

Actual results may be lower because the actor can only collect emails that are publicly indexed and available in relevant search results.

🛡️ Does Clutch Email Scraper Remove Duplicate Emails?

• Yes.

The actor keeps track of discovered email addresses and skips an email that has already been collected during the run.

This helps keep the resulting Clutch Email Scraper dataset cleaner and reduces repeated contact records.

⏱️ What Happens If Results Are Limited?

The Clutch Email Scraper does not guarantee that every configured target will be reached.

If relevant search results stop producing new matching emails, the actor can stop searching that combination.

Sparse results can occur when keywords are too narrow, a location is overly restrictive, or the selected email domain has limited publicly indexed coverage.

💡 Best Practices for Clutch Email Scraper

For stronger search coverage, use several specific and related keywords instead of relying on one broad term.

Consider combining service names, professional categories, and relevant geographic terms through the supported input fields.

Useful practices include:

• Start with focused keywords.
• Add related keyword variations.
• Use several relevant email domains when appropriate.
• Leave location empty when broad coverage is preferred.
• Use location targeting for regional research.
• Add exclusion words when certain result types should be skipped.
• Start with a moderate maxEmails value before increasing search depth.
• Increase the run timeout when using wider searches.

⚠️ Important: A larger maxEmails value does not guarantee more results. The actor depends on publicly indexed search-result data.

⚠️ Limitations and Important Notes

The Clutch Email Scraper works with publicly indexed search-result information. It cannot guarantee that a Clutch-related business has a publicly visible email address.

Search coverage can vary by keyword, location, email domain, and available indexed results.

The URL stored in the dataset represents the URL associated with the discovered search result. The description represents the available search-result description used for email discovery.

On the free tier, the actor applies a maximum of 100 emails per keyword + domain combination when a higher limit is requested. Paid users are not restricted by this specific free-tier ceiling.

The actor's configured default run timeout is 3600 seconds. Wider searches may require additional run time.

⚖️ Clutch Email Scraper vs Manual Research

Capability	This Actor	Typical Alternative
Keyword-based search	Supported	Manual keyword searching
Multiple keywords	Supported	Repeated manual searches
Location filtering	Supported	Manually add locations
Multiple email domains	Supported	Check domains individually
Exclusion filtering	Supported	Manual result review
Duplicate prevention	Supported	Manual spreadsheet cleanup
Structured dataset	Supported	Manual copy and paste
Configurable per-combination target	Supported	Manual result counting

The Clutch Email Scraper is designed to organize this workflow into a repeatable Apify Actor run rather than requiring users to manually collect each result.

📋 Pros & Cons

Pros	Cons
Multiple keyword support	Results depend on publicly indexed information
Optional geographic targeting	Not every result contains an email
Multiple email-domain support	Narrow searches may return fewer results
Exclusion-word filtering	Larger searches can take longer
Duplicate prevention	Configured targets are not guaranteed
Structured Apify Dataset output	Search coverage can vary by query
Per keyword + domain targeting	Free-tier limit applies

💰 Pricing and Result Limits

The actor configuration does not specify a fixed monetary price.

The maxEmails input accepts values from 1 to 10,000 per keyword + domain combination.

The actor's code applies a 100-email free-tier ceiling per keyword + domain combination when a free-tier run requests a higher amount or leaves the limit unspecified.

💡 Pricing note: Actual Apify platform charges and plan pricing are separate from this actor's configured result limit. This README does not assign a monetary price that is not specified by the actor configuration.

🗂️ Data Structure and Dataset

The output is stored in the Clutch Emails Dataset.

The default Scraped Leads view displays:

• keyword
• title
• description
• url
• email

The actor output also includes network, which identifies the source as Clutch.com.

The dataset provides structured context around each discovered email instead of storing only an isolated email address.

❓ Frequently Asked Questions

❓ What is Clutch Email Scraper?

• Clutch Email Scraper is an Apify Actor that discovers publicly indexed email addresses associated with Clutch-related search results using configurable keywords, locations, and email domains.

❓ What data does Clutch Email Scraper extract?

• It extracts the keyword, result title, description, URL, email, and network value from matching results.

❓ Is a keyword required?

• Yes. The keywords field is required and accepts a list of search terms or queries.

❓ Can I search without a location?

• Yes. Leave location empty to search without a geographic filter.

❓ Can I use multiple keywords?

• Yes. Multiple keywords can be supplied in the keywords array.

❓ Can I use custom business email domains?

• Yes. The customDomains field accepts custom email-domain suffixes.

❓ Does Clutch Email Scraper guarantee the requested number of emails?

• No. Results depend on publicly indexed information and relevant search coverage.

❓ Does Clutch Email Scraper prevent duplicate emails?

• Yes. Previously collected email addresses are skipped during the run.

❓ Can I exclude unwanted result types?

• Yes. Use excludeWords to skip snippets containing specified words or phrases.

❓ What is the maximum value for maxEmails?

• The configured maximum is 10,000 per keyword + domain combination.

❓ What happens if I get fewer results than expected?

• Broaden the keywords, add related terms, expand or remove the location filter, or include additional email domains.

❓ Is the output structured?

• Yes. Matching records are pushed into the Clutch Emails Dataset with searchable lead fields.

🔑 NLP Keywords Used

• Clutch Email Scraper
• Clutch leads
• Clutch contacts
• Clutch business listings
• Clutch email extraction
• Clutch email addresses
• business contact emails
• public contact data
• email scraper
• email extraction
• lead generation
• B2B leads
• business prospecting
• sales prospecting
• contact discovery
• business research
• search results
• search snippets
• keyword targeting
• location targeting

🔗 Related Keywords Used

• Clutch agency leads
• Clutch company contacts
• Clutch business leads
• Clutch contact discovery
• publicly indexed emails
• local business contacts
• B2B contact research
• sales lead research
• business directory leads
• agency prospecting
• service provider leads
• digital agency contacts
• software company leads
• web development leads
• software development leads
• custom email domains
• email lead dataset
• structured lead data
• result filtering
• duplicate email prevention

contact me : Alphascraper69@gmail.com