Top Email Extractor Tools to Target the Right People

An email extractor saves you from the worst job in outbound, which is copying addresses one tab at a time. Point it at a website, a LinkedIn profile, a Google Maps search or a B2B database and it returns the email, often verified, ready to export.

The category has changed a lot since this guide first ran in 2024. Saleshandy's Lead Finder is no longer free, HubSpot shut down Clearbit Connect in April 2025, Overloop turned itself into an AI prospecting agent, and nearly every price on the old list moved.

This version compares 15 email extractor tools with pricing pulled from each vendor's live page in September 2026, grouped by where they extract from.

TL;DR, the 15 best email extractor tools#

What is an email extractor?#

An email extractor is software that finds and collects email addresses automatically, from websites, LinkedIn profiles, map listings, documents or a contact database. It replaces manual copy and paste, and the better tools verify each address before you export it.

There are four kinds, and most tools on this list combine two of them.

• Database finders. You enter a name, a company or a set of filters, and the tool returns matching contacts from its own index. Hunter.io, Snov.io, GetProspect and the SmartReach.io lead finder work this way.
• Browser extensions. They read the LinkedIn, Sales Navigator or company page you're viewing and reveal the email behind it. Examples are ProspectDaddy, Kaspr, Skrapp.io and Wiza.
• Web scrapers. You give them URLs or a search, and they crawl the pages and pull out every address they find. Octoparse, igleads.io and Apify's actors belong here.
• Desktop software. Programs you install that search engines and sites from your own machine. Atomic Email Hunter is the long-running example.

Extraction is only half the job. An unverified list is how domains get burned, so read our guide to the best email verification tools before your first send.

What is the difference between an email extractor and an email scraper#

Most vendors use the two names for the same job. Where they do pull apart, it's on where the addresses come from.

An email scraper crawls pages and pulls out every address it finds, usually from contact pages, team pages, directories and Google Maps listings. It returns raw text, so you get generic inboxes like info@ and support@ mixed in with the real ones, and nothing is verified. Octoparse, igleads.io and Atomic Email Hunter work this way.

An email extractor more often means a database or extension lookup. You name a person or a company, and the tool returns the address matched to them. Hunter.io, Snov.io, GetProspect and Kaspr sit here.

For cold outreach the difference matters more than the label does. SmartReach.io is a cold email software with a 300M+ contact lead finder across 50M+ companies, and it verifies every address free before a campaign sends, so a scraped list can't quietly burn your sending domain. Scraping still wins when the addresses exist nowhere else, like local directories or niche trade listings.

When email scraping tools are worth the risk#

Scraped lists carry three costs that a database lookup doesn't. Bounce rates run higher because nothing is verified. Generic inboxes pad the list without adding a prospect. And a site's terms of service may forbid it, which is still an open question after the 2022 hiQ Labs ruling on LinkedIn's user agreement.

I'd scrape only when the data exists nowhere else. Keep batches small, verify before sending, and write down your lawful basis for holding the contacts.

Email extractor tools compared at a glance#

SmartReach.io is the row to read first if you plan to email the list yourself. Every price is the monthly-billing entry tier, verified September 2026. Scroll sideways on mobile to see every column.

All-in-one email extractors#

These tools extract from more than one source, and most of them combine a database with a browser extension or a crawler. Start here if you don't want a different tool for every kind of list.

1. SmartReach.io#

SmartReach.io is a cold email software with its own contact data built in. Its B2B lead finder searches 300M+ contacts across 50M+ companies, the ProspectDaddy extension pulls business emails from LinkedIn, and on the Sales Engagement plans those contacts go straight into email, LinkedIn, calls and WhatsApp steps. It's rated 4.6 on G2 from 60 reviews and 4.7 on Capterra as of September 2026.

You search the lead finder by stacking filters such as job title, industry, company size, location, revenue and tech stack. Results come back with name, title, company, email and phone, and you import selected rows into a campaign instead of exporting a CSV and uploading it somewhere else.

ProspectDaddy, SmartReach.io's prospect finder Chrome extension, covers LinkedIn. It reads a LinkedIn or LinkedIn Sales Navigator profile, returns the verified business email, and sends the lead to a SmartReach.io campaign or your CRM. The LinkedIn email finder page shows the workflow.

Stack filters, select the rows you want, and push them straight into a campaign.

Core capabilities#

• Lead finder. 300M+ contacts and 50M+ companies, searchable by title, industry, size, location, revenue and technology.
• ProspectDaddy for LinkedIn. Reveal business emails from LinkedIn and Sales Navigator profiles and export them as a CSV or into a campaign.
• Free email verification on every plan. Every prospect is validated before an email goes out, so there's no separate verifier credit pool.
• Sending built in. Multi-step sequences with inbox rotation, warmup, ESP matching and deliverability tooling.
• Multichannel steps. On Sales Engagement plans, one cadence can combine email, LinkedIn steps, calls through the built-in dialer and WhatsApp.
• CRM sync. Native two-way sync with HubSpot, Salesforce, Pipedrive and Zoho, plus Zapier for 8,000+ apps. The full list is on the integrations page.

Pricing of SmartReach.io#

No per-seat pricing. Plans scale by active prospects, and every plan above Basic includes unlimited users and unlimited sending email accounts. Credits power the lead finder, ProspectDaddy and AI features.

Scale plans ($499 and $599 a month) add 5,000 credits. See the full pricing page for every feature.

2. igleads.io#

igleads.io is a lead scraper built around public social and map data. You pick a source, such as Instagram, Facebook, X, TikTok, LinkedIn, YouTube, Google search or Google Maps, enter a keyword or location, and it returns the emails, phone numbers and profile details it can find.

It's the strongest tool here for consumer-facing and local businesses, whose contact details live on an Instagram bio or a Maps listing rather than in a B2B database. It also has domain, job-title and local B2B scrapers for more traditional lists.

Core capabilities#

• Social scrapers for Instagram, Facebook, X, TikTok, LinkedIn and YouTube.
• Google Maps scraper for business names, addresses, websites, phone numbers and emails.
• Search and domain scrapers that pull emails from Google results and company domains.
• Bulk searches with filters by keyword, category and location.
• CSV and Excel exports for a CRM or a campaign.

Pricing of igleads.io#

• Starter. $59 a month, or $49 billed annually, for 10,000 emails a month.
• Business. $149 a month, or $79 billed annually, for 50,000 emails a month.
• Unlimited. $299 a month, or $239 billed annually, with no email cap.

3. Octoparse#

Octoparse is a no-code web scraper rather than a dedicated email finder, and that's exactly why it's here. When the emails you want sit on an industry directory, an event exhibitor list or a membership site that no database indexes, Octoparse clicks through the pages and pulls them out.

You build a task with a point-and-click interface or start from a prebuilt template, and its AI auto-detect suggests the fields to extract. Tasks run on your computer on the free plan, or in the cloud on paid plans.

Octoparse turns any page layout into rows you can export.

Core capabilities#

• Point-and-click task builder with AI auto-detect and prebuilt templates.
• Cloud extraction with concurrent processes on paid plans.
• Scheduling, API access and exports to CSV, Excel and databases.
• Add-ons for residential proxies and CAPTCHA solving.

Pricing of Octoparse#

• Free. 10 tasks, local runs only, up to 50,000 exported rows a month.
• Standard. $83 a month, or $69 billed annually, for 100 tasks and 3 concurrent cloud processes.
• Professional. $299 a month, or $249 billed annually, for 250 tasks and 20 concurrent cloud processes.
• Enterprise. Custom pricing from 750 tasks.

4. GetProspect#

GetProspect is a B2B email finder and verifier with a large contact database, a domain search and a LinkedIn Chrome extension. Its plans count valid emails rather than generic credits, which makes the cost easy to predict.

It also refunds credits for inaccurate emails found through its system, a rare promise in this category.

Finder, domain search, lookup and verifier in one box.

Core capabilities#

• Search by name, company, job title, industry, location and technology.
• Domain search for every public address at a company.
• LinkedIn extension to save leads straight from profiles.
• Real-time verification during the search.
• Lists, folders and CSV or XLSX exports for a CRM.

Pricing of GetProspect#

• Free. 50 valid emails and 100 verifications a month.
• Starter. $49 a month for 1,000 valid emails and 2,000 verifications, or $34 a month billed annually.
• Growth 5k. $99 a month for 5,000 valid emails.

5. Hunter.io#

Hunter.io built its name on domain search. Enter a company domain and it lists the public email addresses it has found for that company, with sources and a confidence score for each one. You can also search by name plus domain, or verify any address.

Its Chrome extension shows the emails for whichever website you're on, and team members are unlimited on every plan.

Domain search is still the feature that built the brand.

Core capabilities#

• Domain search with the email pattern and source links for each address.
• Email finder by first name, last name and domain.
• Email verifier with format, domain and server checks.
• Chrome extension for any company website.
• Bulk tasks for lists of domains or names.

Pricing of Hunter.io#

• Free. 50 credits a month.
• Starter. $49 a month for 2,000 credits, or $34 a month billed annually.
• Growth. $149 a month for 10,000 credits.
• Scale. $299 a month for 25,000 credits.

6. Clearout#

Clearout is an email finder and verifier with a LinkedIn and Sales Navigator email finder Chrome extension. It finds B2B emails singly or in bulk from a person's name and company, and one shared credit pool covers finding and verifying.

At $23 a month for 3,000 credits, it has the lowest cost per lookup on this list.

A decision-maker lookup finds the right person when you only know the company.

Core capabilities#

• Email finder by name and company or domain, single or bulk.
• Decision-maker search when you know the company but not the person.
• LinkedIn extension to scrape LinkedIn profiles into lists with one click.
• Instant and bulk verification from the same credits.
• Exports to Google Sheets or CSV.

Pricing of Clearout#

• Free. 100 credits, one time.
• Starter. $23 a month for 3,000 credits, or $16 a month billed annually.
• Pro. $58 a month for 10,000 credits.
• Pay as you go. From $40 for 5,000 credits.

7. Snov.io#

Snov.io combines an email finder, a verifier and a basic drip campaign tool. It finds emails by domain, by name and company, or by browsing a database with company and job filters, and its Chrome extension extracts from websites and search results.

Users are unlimited, which helps small teams share one account.

Finder, verifier and drip campaigns sit in one product.

Core capabilities#

• Domain search and bulk domain search for company-wide lists.
• Email finder by name and company.
• Database search by industry, size, job title and location.
• Chrome extension for websites and search results.
• Verification and drip campaigns from the same account.

Pricing of Snov.io#

• Trial. 50 credits and 100 recipients a month.
• Starter. $39 a month for 1,000 credits and 5,000 recipients, or $29.25 a month billed annually.
• Pro S. $99 a month for 5,000 credits and 25,000 recipients.

8. Saleshandy#

Saleshandy is a cold email tool whose Lead Finder is now bundled into every paid plan instead of sold separately. The February 2026 rebuild turned it into a waterfall. It checks Saleshandy's own 852M+ contact data first, then queries partners such as Prospeo, RocketReach and Findymail, and verifies catch-all addresses before charging you.

You pay 1 credit for a verified email and 6 for a phone number, and unverified results cost nothing.

Lead Finder sits inside the same account as sequences and warmup.

Core capabilities#

• Waterfall enrichment across six data vendors, with catch-all verification.
• Filters by industry, company size, location and job title.
• Direct import into Saleshandy sequences.
• Unverified results are free, so misses don't burn credits.

Pricing of Saleshandy#

• Starter. $41 a month, or $34 billed annually, for 1 user and 1,500 Lead Finder credits.
• Pro. $99 a month, or $76 billed annually, for 10 users and 4,000 credits.
• Scale. $189 a month, or $149 billed annually, for unlimited users and 8,000 credits.

LinkedIn email extractors#

If LinkedIn is where you prospect, these tools reveal the email behind a profile while you browse, or export a whole Sales Navigator search at once. Our full roundup of LinkedIn email finder tools goes deeper on this category.

9. Kaspr#

Kaspr is a LinkedIn Chrome extension owned by Cognism since 2022 and still sold under its own brand. Open a profile on LinkedIn, Sales Navigator or Recruiter Lite, click once, and it shows the person's business email and phone number.

Paid plans include unlimited B2B email credits, so phone numbers are the real limit you're buying.

Kaspr's pitch is contact data from LinkedIn profiles, the layer before outreach.

Core capabilities#

• One-click reveals on LinkedIn, Sales Navigator and Recruiter Lite.
• Phone numbers and direct emails alongside business emails.
• CSV enrichment from a file of LinkedIn URLs.
• Lists and CRM exports to HubSpot, Salesforce and others.

Pricing of Kaspr#

• Free. 15 B2B email credits, 5 phone credits and 5 direct email credits a month.
• Starter. $65 per user a month, or $49 billed annually, with unlimited B2B emails and 100 phone credits.
• Business. $99 per user a month, or $79 billed annually, with 200 phone and 200 direct email credits.
• Enterprise. Custom.

10. Skrapp.io#

Skrapp.io finds business emails from LinkedIn, Sales Navigator, Recruiter and company websites through a Chrome extension, and it also has a B2B lead database you can search with filters. In 2025 it cut its lineup to Free, Professional and Enterprise and added AI search and enrichment.

Credits roll over, and each plan includes a set number of users rather than charging per user.

Search by name and domain, or browse the database with filters.

Core capabilities#

• LinkedIn and Sales Navigator extension for single and bulk extraction.
• Website email finder for company pages.
• Lead and company database with filters and AI search.
• Bulk email finder from a file of names and domains.
• Built-in verification.

Pricing of Skrapp.io#

• Free. 50 credits for 1 user.
• Professional. $39 a month, or $29 billed annually, for 2,000 credits and 2 users, with higher volumes on a slider.
• Enterprise. $349 a month, or $262 billed annually, for 50,000 credits and 15 users.

11. Wiza#

Wiza turns a LinkedIn or Sales Navigator search into a verified contact list. Instead of revealing one profile at a time, you run a search, click export, and Wiza returns a CSV or pushes the contacts to your CRM, verifying each email at the moment you request it rather than serving a stored record.

It claims 850M+ contacts, and its annual plans include unlimited reveals.

Wiza verifies at request time instead of serving stored records.

Core capabilities#

• Bulk exports from LinkedIn and Sales Navigator searches.
• Real-time verification at export.
• Phone numbers on the higher tiers.
• CRM integrations with HubSpot, Salesforce and others.

Pricing of Wiza#

• Free. 20 emails and 5 phone numbers.
• Starter. $49 per user a month for 100 emails and 100 phone numbers.
• Email. $99 a month for 500 emails, or $83 per user a month billed annually with unlimited reveals.
• Email + Phone. $199 a month, or $166 per user a month billed annually.

12. Dripify#

Dripify is a LinkedIn automation tool first and an extractor second. It runs connection requests and message sequences for B2B lead generation, and as leads accept, it extracts their profile data and emails into a CSV. Every paid plan includes 100 email finder credits a month.

Dripify moved from dripify.io to dripify.com, so update any old bookmarks and integrations.

Dripify pitches simple LinkedIn automation with a 7-day trial and no card.

Core capabilities#

• LinkedIn drip campaigns with connection requests, messages and follow-ups.
• Data extraction of names, companies, titles, locations and available emails.
• Email finder with 100 credits a month on every paid plan.
• CSV export, HubSpot and webhooks from the Pro plan.

Pricing of Dripify#

• Basic. $59 per user a month, or $39 billed annually, for 1 campaign.
• Pro. $79 per user a month, or $59 billed annually, with unlimited campaigns and CSV export.
• Advanced. $99 per user a month, or $79 billed annually, with A/B tests and team management.

Website email extractors#

These tools crawl or search websites, maps and search engines directly. They're the answer when your prospects aren't well covered by a B2B database or LinkedIn.

13. CUFinder#

CUFinder is a B2B enrichment and lead platform. It finds emails and phone numbers from people and company searches, a LinkedIn Chrome extension and a Google Maps search, and it enriches CSV files through bulk services or its API.

You pay 1 credit per match, misses are free, and every plan includes unlimited teammates.

A menu of enrichment services, from email finding to company data.

Core capabilities#

• Email and phone finder by name and company or domain.
• Google Maps search for local business data.
• Company enrichment with size, industry, location and website.
• Bulk CSV enrichment, API and an MCP server for automated workflows.
• LinkedIn Chrome extension.

Pricing of CUFinder#

• Lite. $49 a month, or $34 billed annually, for 1,000 credits.
• Standard. $129 a month, or $91 billed annually, for 3,000 credits.
• Pro. $299 a month, or $208 billed annually, for 10,000 credits.
• Premium. $449 a month, or $315 billed annually, for 20,000 credits.

14. Atomic Email Hunter (AtomPark)#

Atomic Email Hunter from AtomPark Software is a Windows desktop extractor that has been around for years and is still updated (the latest version dates from November 2025). It searches eight search engines by keyword, crawls the websites you list, and has free plugins for Facebook, Yelp and Twitter.

The appeal is the license. You pay once instead of every month.

A desktop extractor sold as a one-time license.

Core capabilities#

• Keyword search across eight search engines.
• Website crawling from a URL list.
• Plugins for Facebook, Yelp and Twitter.
• Exports to files for other tools.

Pricing of Atomic Email Hunter#

A single-PC lifetime license costs about $89.95, with regional pricing and volume discounts from 2 PCs. Atomic Email Verifier is a separate one-time purchase of about $69.85.

15. Apify Contact Details Scraper#

Apify is a platform of ready-made scrapers called actors, and its store has several built for email extraction. The Contact Details Scraper takes a list of URLs, crawls each site's subpages, and returns every email, phone number and social profile link it finds.

You pay for usage rather than a subscription, and the free plan's monthly $5 credit covers small test runs.

Core capabilities#

• Crawls a URL list with configurable depth into subpages.
• Extracts emails, phone numbers and social profiles.
• Scheduling, webhooks and API access.
• Exports to JSON, CSV or Excel.

Pricing of Apify#

The Contact Details Scraper costs about $1.05 per 1,000 pages. Apify's platform plans are Free with $5 of monthly usage, Starter at $19 a month, Scale at $199 and Business at $999.

How to choose an email extractor#

Choose by the source of your prospects first and the price second. A cheap tool that can't see where your buyers are listed costs more in wasted time than any subscription.

• Source coverage. B2B decision makers point to a database or LinkedIn tool. Local and social-first businesses point to igleads.io or a crawler.
• Verification. Check whether verification is included, charged as a credit, or not offered. It's the hidden second bill on most finders.
• Credit math. Work out the cost of one verified contact, not one credit. Hunter.io uses 1.5 credits per verified contact and Snov.io uses 2.
• Pricing unit. Per-user tools (Kaspr, Wiza, Dripify) grow with headcount. Flat or prospect-based pricing doesn't.
• Filters and targeting. Title, seniority, industry, size and location filters decide how much cleanup you do after extraction.
• Exports and integrations. Look for CSV exports plus a native sync with your CRM and outreach tool.
• Data privacy. Look for GDPR and CCPA commitments and a way to process opt-out requests.
• What happens next. If you'll email the list, a tool that extracts, verifies and sends, such as SmartReach.io, removes two hand-offs.

For a deeper look at credit pricing across finders, see our comparison of the best email finder tools.

How to use an email extractor, step by step#

The workflow is the same whichever tool you choose. Define the audience, extract, verify, organize, then send.

1. Define your target audience. Write down the industry, company size, job titles, seniority and location before you open a tool. A tight ideal customer profile keeps the list small and relevant.
2. Choose the extraction method. For LinkedIn, install an extension such as ProspectDaddy or Kaspr, run a Sales Navigator search and reveal the profiles that match. For websites, enter company domains into Hunter.io or Snov.io, or give a URL list to Octoparse or Apify. For bulk jobs, prepare a CSV of domains or names and run it in batches.
3. Verify every address. Remove invalid, risky and generic inboxes such as info@ and support@. Aim to keep hard bounces under 2%, because a higher rate hurts sender reputation fast. See how to reduce your email bounce rate.
4. Organize the data. Deduplicate against your CRM, tag each contact by source, and segment by industry, role and company size so your messaging matches.
5. Import and send. Map fields into your CRM or outreach tool, build a sequence, and start with small daily volumes on warmed-up inboxes. Our guide to building sales lead lists covers the organizing step in more detail.

Common email extraction problems and how to fix them#

Most extraction problems come down to the wrong source, no verification, or scraping too fast.

The tool finds very few emails#

The company may have little public footprint, or the site blocks crawlers. Try a tool with a different data source, look at contact, team and press pages manually, or switch from a crawler to a database finder that matches emails to names.

Too many emails bounce#

If more than a few percent bounce, you're sending unverified or stale data. Verify every list right before sending, drop generic role inboxes, and remove contacts whose company domain has changed.

Websites block your scraper#

Slow the crawl down, extract in smaller batches, and use residential proxies for large jobs. If a site's terms of service forbid scraping, stop and find the data elsewhere.

The emails don't match your audience#

Tighten the filters, extract by role instead of by company, and cross-check a sample against LinkedIn profiles before you import the whole list.

How an email extractor helps your outreach#

An email extractor turns hours of manual research into minutes and gives you a cleaner, better-targeted list.

• It saves time. Collecting hundreds of addresses by hand takes days. An extractor does it in one run.
• It improves targeting. Filters by title, industry and location put your message in front of the people most likely to buy.
• It improves accuracy. Tools that verify at extraction catch typos and dead inboxes before they reach your campaign.
• It covers more sources. Web scrapers like the Octoparse Twitter scraper pull contacts from platforms that databases don't index.
• It connects to your workflow. Exports and integrations move the list into your CRM or outreach tool without retyping.

ROI of email extractors#

The return from an email extractor is the revenue from the deals its contacts produce, minus what the tool and the time cost. The formula is simple.

ROI = (revenue from extracted leads − tool cost) ÷ tool cost

Three factors move the result more than the tool's price.

• Verified cost per contact. A cheap credit that needs a paid verification step can cost more than a pricier verified one.
• List quality. A small list of the right titles beats a large list of generic inboxes.
• Deliverability. Leads that land in spam earn nothing, so warmup and list hygiene protect the return.

If building lists yourself is too slow, compare the costs in our guide on how to buy leads.

Email extraction legal compliance checklist#

Extracting public business emails is legal in most places, but using them for outreach is regulated. This checklist covers the rules B2B teams hit most often. It isn't legal advice, so check with counsel for your markets.

GDPR (contacts in the EU and UK)#

• Document a lawful basis. B2B cold outreach usually relies on legitimate interest, backed by a written legitimate interest assessment.
• Tell people where you got their data within one month of collecting it, usually in your first email.
• Give a clear opt-out in every message and honor it.
• Delete data on request and don't keep contacts you no longer need.
• Check local rules. Some countries, such as Germany, require prior consent for most marketing email.

CAN-SPAM (contacts in the US)#

• Use accurate "From" details and non-deceptive subject lines.
• Include a valid physical postal address.
• Provide an easy unsubscribe and honor it within 10 business days.

CASL (contacts in Canada)#

• Canada generally requires consent. Implied consent can apply when a business address is conspicuously published and your message relates to the person's role.

Scraping and data protection best practices#

• Extract only from public sources, and respect robots.txt and each site's terms of service.
• Don't scrape behind a login. LinkedIn's user agreement prohibits scraping, and in 2022 a US court found that hiQ Labs breached it.
• Store extracted data securely and limit who can access it.
• Keep a record of where each contact came from.

Dos and don'ts of using an email extractor#

Use extractors to find the right people, not the most people. These rules keep your domain and your reputation safe.

The key takeaway on email extractors#

The best email extractor is the one that can see where your buyers are listed. Hunter.io and Snov.io cover company domains, Kaspr, Skrapp.io and Wiza cover LinkedIn, and Octoparse, igleads.io and Apify cover websites, social media and maps.

Whichever you choose, extraction is the start of the job. Verify every address, keep your targeting tight, and follow GDPR and CAN-SPAM so the list helps your domain instead of getting it blacklisted.

If you extract contacts to email or call them, SmartReach.io removes the hand-offs. It's a cold email software with a 300M+ contact lead finder, free verification on every plan, and Sales Engagement plans that work each contact through email, LinkedIn, calls and WhatsApp. It also works as a sales engagement platform for teams replacing several tools at once.

Email extractor FAQs#