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Top 10 Best Lead Scraping Software of 2026

Discover the top 10 lead scraping software tools to boost outreach. Compare features & choose the best fit—start streamlined lead generation today.

Min-ji Park

Min-ji Park

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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In modern sales operations, robust lead scraping software is essential for identifying and engaging high-potential prospects, driving meaningful connections, and fueling revenue growth. With a spectrum of tools—from AI-powered platforms to verified contact databases—discerning the right fit is key to maximizing efficiency and results, as highlighted by the diverse options in this curated list.

Quick Overview

  1. 1#1: Apollo.io - AI-powered sales intelligence platform for prospecting, enriching leads, and automating outreach.
  2. 2#2: ZoomInfo - Comprehensive B2B database providing verified contact and company data for targeted lead generation.
  3. 3#3: Hunter.io - Email finder and domain search tool that discovers and verifies professional email addresses.
  4. 4#4: Lusha - Contact data platform that reveals accurate phone numbers and emails directly from LinkedIn and websites.
  5. 5#5: RocketReach - Prospector tool for finding verified emails, phone numbers, and social profiles of over 700 million professionals.
  6. 6#6: Seamless.ai - AI-driven search engine delivering real-time verified contact information for sales leads.
  7. 7#7: UpLead - B2B lead generation platform offering real-time verified contact data with a 95% accuracy guarantee.
  8. 8#8: Cognism - Global B2B sales intelligence solution providing compliant phone and email data for prospecting.
  9. 9#9: LeadIQ - Sales engagement platform for capturing and enriching leads from LinkedIn and other sources.
  10. 10#10: Snov.io - All-in-one lead generation tool for finding emails, verifying them, and running drip campaigns.

Tools were rigorously selected based on data quality, feature versatility (including automation and compliance), user experience, and overall value to ensure they deliver exceptional performance in capturing and enriching leads.

Comparison Table

This comparison table examines leading lead scraping software tools such as Apollo.io, ZoomInfo, Hunter.io, Lusha, RocketReach, and additional options, outlining key features, pricing models, and practical use cases. Readers will discover which tool aligns best with their needs—whether for B2B outreach, lead generation, or contact validation—by evaluating capabilities side by side.

1Apollo.io logo9.4/10

AI-powered sales intelligence platform for prospecting, enriching leads, and automating outreach.

Features
9.7/10
Ease
9.2/10
Value
8.9/10
2ZoomInfo logo9.1/10

Comprehensive B2B database providing verified contact and company data for targeted lead generation.

Features
9.5/10
Ease
8.2/10
Value
7.8/10
3Hunter.io logo8.7/10

Email finder and domain search tool that discovers and verifies professional email addresses.

Features
8.5/10
Ease
9.2/10
Value
8.0/10
4Lusha logo8.1/10

Contact data platform that reveals accurate phone numbers and emails directly from LinkedIn and websites.

Features
8.4/10
Ease
9.2/10
Value
7.3/10

Prospector tool for finding verified emails, phone numbers, and social profiles of over 700 million professionals.

Features
9.2/10
Ease
8.8/10
Value
7.9/10

AI-driven search engine delivering real-time verified contact information for sales leads.

Features
8.7/10
Ease
8.2/10
Value
7.4/10
7UpLead logo8.0/10

B2B lead generation platform offering real-time verified contact data with a 95% accuracy guarantee.

Features
8.5/10
Ease
9.0/10
Value
7.5/10
8Cognism logo8.4/10

Global B2B sales intelligence solution providing compliant phone and email data for prospecting.

Features
9.2/10
Ease
8.1/10
Value
7.6/10
9LeadIQ logo8.1/10

Sales engagement platform for capturing and enriching leads from LinkedIn and other sources.

Features
8.4/10
Ease
9.0/10
Value
7.6/10
10Snov.io logo7.8/10

All-in-one lead generation tool for finding emails, verifying them, and running drip campaigns.

Features
8.2/10
Ease
8.5/10
Value
7.4/10
1
Apollo.io logo

Apollo.io

enterprise

AI-powered sales intelligence platform for prospecting, enriching leads, and automating outreach.

Overall Rating9.4/10
Features
9.7/10
Ease of Use
9.2/10
Value
8.9/10
Standout Feature

AI-powered Buyer Intent signals that identify leads actively researching purchases

Apollo.io is a comprehensive sales intelligence platform that enables users to discover, enrich, and engage with high-quality B2B leads from a database of over 275 million contacts. It excels in lead scraping by offering advanced search filters, LinkedIn integration via Chrome extension, and automated data extraction including emails, phone numbers, and firmographics. Beyond scraping, it provides enrichment, verification, and outreach tools to streamline the entire lead generation process.

Pros

  • Massive 275M+ contact database with precise targeting filters
  • High-accuracy email and phone finder with 91%+ verification rates
  • Seamless LinkedIn scraping and one-click enrichment via Chrome extension

Cons

  • Export credits can limit heavy users on lower plans
  • Occasional data staleness in niche industries
  • Higher pricing tiers required for advanced automation

Best For

Sales development reps and marketing teams scaling outbound lead generation with accurate, enriched B2B data.

Pricing

Free plan available; paid plans start at $49/user/month (Basic), $99/user/month (Professional), up to custom Enterprise pricing.

2
ZoomInfo logo

ZoomInfo

enterprise

Comprehensive B2B database providing verified contact and company data for targeted lead generation.

Overall Rating9.1/10
Features
9.5/10
Ease of Use
8.2/10
Value
7.8/10
Standout Feature

Proprietary intent data and technographics from thousands of sources for hyper-targeted lead scraping.

ZoomInfo is a premier B2B sales intelligence platform that aggregates and provides access to an extensive database of over 300 million business contacts and 100 million companies, enabling efficient lead discovery and enrichment. It excels in lead scraping through advanced search filters, technographics, intent data, and real-time updates from proprietary sources. Designed for sales and marketing teams, it automates prospecting workflows and integrates deeply with CRMs like Salesforce.

Pros

  • Massive, accurate database with direct dials and emails
  • Powerful intent signals and buyer journey insights
  • Robust API and CRM integrations for seamless workflows

Cons

  • Extremely high pricing unsuitable for small businesses
  • Steep learning curve and complex interface
  • Usage-based credits can limit access for heavy users

Best For

Enterprise sales and marketing teams requiring premium, scalable lead intelligence at volume.

Pricing

Custom enterprise plans starting at $15,000+ annually, with pay-per-lead or subscription tiers based on credits and features.

Visit ZoomInfozoominfo.com
3
Hunter.io logo

Hunter.io

specialized

Email finder and domain search tool that discovers and verifies professional email addresses.

Overall Rating8.7/10
Features
8.5/10
Ease of Use
9.2/10
Value
8.0/10
Standout Feature

Domain Search that uncovers all indexed emails for a company in one go

Hunter.io is a specialized email discovery platform that helps users find and verify professional email addresses linked to domains, companies, or individuals using its vast indexed database. It excels in lead generation for sales and marketing by providing tools like domain search, single email finder, and bulk verification, integrated via a user-friendly web app and Chrome extension. While not a traditional web scraper, it powers lead scraping workflows by delivering accurate contact data essential for outreach campaigns.

Pros

  • Exceptionally accurate email finder with confidence scores and verification
  • Intuitive interface and Chrome extension for quick in-browser use
  • Comprehensive domain search reveals multiple emails per company

Cons

  • Strict monthly search limits even on higher tiers
  • Pricing escalates rapidly for high-volume scraping needs
  • Database-dependent, so it may miss unindexed or private emails

Best For

Sales reps and marketers focused on B2B lead enrichment with verified emails for personalized outreach.

Pricing

Free: 25 searches/mo; Starter $49/mo (500 searches); Growth $99/mo (5,000 searches); Business $399/mo (50,000 searches); Enterprise custom.

4
Lusha logo

Lusha

specialized

Contact data platform that reveals accurate phone numbers and emails directly from LinkedIn and websites.

Overall Rating8.1/10
Features
8.4/10
Ease of Use
9.2/10
Value
7.3/10
Standout Feature

One-click contact revelation on LinkedIn via Chrome extension

Lusha is a B2B sales intelligence platform specializing in lead enrichment and prospecting, allowing users to extract verified emails, direct phone numbers, and other contact details from LinkedIn profiles, company websites, and databases. Its Chrome extension enables one-click scraping of contact information directly from LinkedIn searches and profiles, while the API supports bulk data enrichment for larger-scale lead scraping. Designed for sales teams, it integrates with CRMs like Salesforce and HubSpot to streamline outbound campaigns.

Pros

  • Highly accurate contact data with high match rates
  • Seamless Chrome extension for instant LinkedIn scraping
  • Strong CRM integrations for automated workflows

Cons

  • Credit-based system limits high-volume scraping
  • Pricing escalates quickly for heavy users
  • Occasional data staleness or incomplete profiles

Best For

Sales reps and SDRs focused on LinkedIn prospecting who need quick, verified contact enrichment without complex setup.

Pricing

Pro plan at $29/user/month (40 credits), Premium at $59/user/month (120 credits), Enterprise custom; billed annually with free trial.

Visit Lushalusha.com
5
RocketReach logo

RocketReach

specialized

Prospector tool for finding verified emails, phone numbers, and social profiles of over 700 million professionals.

Overall Rating8.6/10
Features
9.2/10
Ease of Use
8.8/10
Value
7.9/10
Standout Feature

AI-driven real-time email and phone verification across 700M+ profiles

RocketReach is a leading contact intelligence platform that aggregates data from over 700 million professional profiles to provide verified emails, phone numbers, and social links. It specializes in B2B lead generation by enriching data from LinkedIn, company sites, and public sources, ideal for sales outreach and recruiting. The tool features a Chrome extension, API integrations with CRMs like Salesforce, and bulk lookup capabilities for efficient lead scraping and enrichment.

Pros

  • Vast database of 700M+ profiles with 90%+ email accuracy
  • Seamless Chrome extension and CRM integrations for quick scraping
  • Real-time verification and bulk enrichment tools

Cons

  • Credit-based system limits heavy usage on lower plans
  • Pricing escalates quickly for high-volume needs
  • Dependent on public data sources, occasional misses on niche profiles

Best For

Sales teams and recruiters needing accurate, scalable B2B contact data enrichment without manual scraping.

Pricing

Pro plan at $39/user/month (annual), Ultimate at $79/user/month, Enterprise custom; free trial available.

Visit RocketReachrocketreach.co
6
Seamless.ai logo

Seamless.ai

general_ai

AI-driven search engine delivering real-time verified contact information for sales leads.

Overall Rating8.1/10
Features
8.7/10
Ease of Use
8.2/10
Value
7.4/10
Standout Feature

AI-driven real-time search that verifies and updates contact data on-the-fly during prospecting

Seamless.ai is an AI-powered sales intelligence platform designed for lead generation, allowing users to search for verified email addresses, direct phone numbers, and professional details by name, title, company, or job function. It aggregates data from vast databases and public sources in real-time, functioning as a lead scraping tool for outbound sales teams. The platform emphasizes accuracy through ongoing data verification and integrates seamlessly with CRMs like Salesforce.

Pros

  • Highly accurate real-time contact data enrichment
  • Intuitive search interface with advanced filters
  • Strong CRM integrations for streamlined workflows

Cons

  • Premium pricing limits accessibility for small teams
  • Data accuracy can vary for niche industries
  • Limited export options in lower tiers

Best For

Sales development reps and outbound teams needing quick access to verified B2B contact information.

Pricing

Starts at $99/user/month (billed annually) for Essentials, $147 for Pro, up to custom Enterprise plans.

7
UpLead logo

UpLead

specialized

B2B lead generation platform offering real-time verified contact data with a 95% accuracy guarantee.

Overall Rating8.0/10
Features
8.5/10
Ease of Use
9.0/10
Value
7.5/10
Standout Feature

Real-time email and phone verification guaranteeing 95% accuracy

UpLead is a B2B lead generation platform offering access to over 160 million verified business contacts, enabling users to find emails, direct dials, and mobile numbers through advanced filters like job title, industry, and location. It emphasizes data accuracy with real-time verification, reducing bounce rates, and includes a Chrome extension for scraping leads directly from LinkedIn profiles. While not a pure web scraper, it supports bulk exports and list building for efficient lead prospecting.

Pros

  • 95%+ data accuracy with real-time verification
  • Intuitive search filters and LinkedIn Chrome extension
  • No credits wasted on invalid data

Cons

  • Credit-based pricing can become expensive quickly
  • Limited to B2B data, no consumer leads
  • Fewer integrations than top competitors

Best For

B2B sales and marketing teams needing verified leads without manual scraping efforts.

Pricing

Starts at $99/month (170 credits), up to $399/month (2,900 credits); enterprise custom pricing.

Visit UpLeaduplead.com
8
Cognism logo

Cognism

enterprise

Global B2B sales intelligence solution providing compliant phone and email data for prospecting.

Overall Rating8.4/10
Features
9.2/10
Ease of Use
8.1/10
Value
7.6/10
Standout Feature

Phone-verified mobile numbers with 85%+ accuracy guarantee

Cognism is a B2B sales intelligence platform specializing in verified contact data, including emails and phone-verified mobile numbers, sourced from a vast database for lead generation and enrichment. It features tools like the Chrome extension for LinkedIn prospecting, API integrations for CRM systems, and intent data to identify buying signals. While not a traditional web scraper, it enables efficient lead extraction and enrichment compliant with GDPR and other regulations.

Pros

  • Exceptionally accurate phone-verified contact data with Diamond guarantee
  • Strong compliance features (GDPR, CCPA) reducing legal risks
  • Seamless integrations with Salesforce, HubSpot, and LinkedIn

Cons

  • High pricing suitable only for enterprises
  • Limited self-service scraping capabilities compared to pure tools
  • Steep onboarding for full API utilization

Best For

Enterprise sales and marketing teams seeking high-quality, compliant B2B lead data enrichment over basic scraping.

Pricing

Custom enterprise pricing starting at around $1,000/user/month, with volume-based discounts.

Visit Cognismcognism.com
9
LeadIQ logo

LeadIQ

specialized

Sales engagement platform for capturing and enriching leads from LinkedIn and other sources.

Overall Rating8.1/10
Features
8.4/10
Ease of Use
9.0/10
Value
7.6/10
Standout Feature

Real-time LinkedIn profile scraping with 90%+ accurate verified emails and direct dials

LeadIQ is a sales intelligence platform designed for efficient lead generation and enrichment, primarily through its Chrome extension that scrapes LinkedIn profiles in real-time. It provides verified contact information including emails and phone numbers, along with buyer intent signals to prioritize high-potential prospects. The tool streamlines outbound sales workflows by allowing users to export leads directly into CRM systems like Salesforce or HubSpot.

Pros

  • Seamless LinkedIn scraping via intuitive Chrome extension
  • High accuracy in email and phone verification
  • Integrated buyer intent signals for lead prioritization

Cons

  • Pricing can be steep for small teams
  • Heavy reliance on LinkedIn limits source diversity
  • No robust free tier or trial for full features

Best For

Sales teams and SDRs focused on LinkedIn-based outbound prospecting who need quick access to verified contact data.

Pricing

Starts at $75/user/month (Essential), $125/user/month (Growth), with custom Enterprise plans.

Visit LeadIQleadiq.com
10
Snov.io logo

Snov.io

specialized

All-in-one lead generation tool for finding emails, verifying them, and running drip campaigns.

Overall Rating7.8/10
Features
8.2/10
Ease of Use
8.5/10
Value
7.4/10
Standout Feature

Chrome extension for seamless LinkedIn profile email scraping and enrichment

Snov.io is a versatile lead generation platform focused on scraping and verifying business emails from websites, LinkedIn profiles, and company domains. It provides tools like bulk domain email finder, LinkedIn email extractor via Chrome extension, and real-time verification to build targeted lead lists. While it excels in email-centric scraping, it also supports outreach automation and CRM integrations for full lead nurturing workflows.

Pros

  • Highly accurate email finder with domain search yielding 80-90% success rates
  • Built-in email verifier prevents bounces and improves deliverability
  • User-friendly Chrome extension for quick LinkedIn lead scraping

Cons

  • Limited support for phone numbers or non-email data scraping
  • Credit-based system can deplete quickly for heavy users
  • Advanced features like unlimited verifications require higher tiers

Best For

Sales development reps and marketers needing fast, verified email lists from LinkedIn and domains without complex setups.

Pricing

Free trial with 50 credits; paid plans start at $39/month (1,000 credits) up to $399/month (Enterprise with unlimited features).

Conclusion

Evaluating the top lead scraping tools reveals Apollo.io as the leading choice, leveraging its AI-powered platform to streamline prospecting, enrich leads, and automate outreach. While ZoomInfo impresses with its comprehensive B2B database and Hunter.io shines in email discovery, Apollo.io’s integrated capabilities make it the most versatile for modern sales strategies. Both alternatives remain strong, catering to distinct needs like deep data accuracy or focused email verification.

Apollo.io logo
Our Top Pick
Apollo.io

Take the first step toward more effective lead generation—explore Apollo.io today to unlock its all-in-one power and transform your outreach efforts.