By SyncGTM Team · March 13, 2026 · 12 min read
Best Leads Scraper Tools for B2B Prospecting in 2026
B2B leads scrapers extract prospect data from websites, directories, and social platforms -- turning the open web into a prospecting database. The best tools combine extraction with enrichment and verification, delivering CRM-ready leads at scale.
Leads scraper tools extract B2B prospect data from publicly available sources: company websites, business directories, LinkedIn, industry databases, and other online platforms. Unlike static contact databases (which become stale over time), scrapers pull fresh data on demand -- giving sales teams access to prospects that database providers have not yet indexed.
This guide evaluates the leading B2B leads scraper tools on data quality, enrichment integration, compliance, and ease of use for sales and marketing teams.
TL;DR
- SyncGTM ($99/mo) -- Best for scraping + enrichment in one platform: AI web scraping combined with waterfall enrichment across 50+ providers
- Apollo.io ($49/mo) -- Best all-in-one prospecting with 275M+ contacts and built-in outreach sequences
- PhantomBuster ($69/mo) -- Best for LinkedIn-specific lead scraping and automation
- Snov.io ($30/mo) -- Best budget leads scraper with email finder and verification
- Lusha ($36/mo) -- Best for quick contact data extraction from LinkedIn profiles
- Skrapp ($49/mo) -- Best for email scraping from LinkedIn and company websites at scale
What We Evaluated
- Data accuracy -- email verification rate, phone number quality, company data freshness
- Extraction breadth -- websites, LinkedIn, directories, and other sources supported
- Enrichment integration -- does it enrich scraped data or just extract raw information?
- Compliance -- GDPR, CCPA, and platform ToS adherence
- CRM integration -- ability to deliver leads directly into CRM records
1. SyncGTM — B2B lead scraping with integrated enrichment and CRM delivery
SyncGTM — B2B lead scraping with integrated enrichment and CRM delivery
SyncGTM combines AI web scraping with waterfall enrichment in one platform. The scraper extracts prospect signals from websites (company data, team information, technology usage), then waterfall enrichment across 50+ providers adds verified emails, phones, and firmographic data automatically.
This integration eliminates the gap between scraping (raw data) and enrichment (verified, CRM-ready data). Scraped leads are enriched and verified before they reach your CRM, ensuring high-quality records from the start.
The workflow automation builder connects scraping to enrichment to CRM sync without code. Define what to scrape, how to enrich, and where to deliver -- the system handles the rest continuously.
Pros
- +AI scraping + waterfall enrichment in one platform
- +50+ data providers for verification and enrichment
- +Automated workflow from scraping to CRM-ready records
- +No-code setup for non-technical users
- +Free tier available
Cons
- −Not designed for mass web crawling (millions of pages)
- −Best for targeted B2B lead extraction, not general scraping
Best for: B2B lead scraping with integrated enrichment and CRM delivery
Pricing: Free tier available. Starter $99/mo. Pro $249/mo. Business $649/mo.
2. Apollo.io — All-in-one lead extraction with built-in outreach at budget pricing
Apollo.io — All-in-one lead extraction with built-in outreach at budget pricing
Apollo.io provides a 275M+ contact database with search, filtering, and export capabilities that function as a leads extraction tool. While not a traditional scraper, Apollo lets you extract prospect data from its database using detailed filters for company, role, industry, and technology.
Built-in email sequences, phone dialer, and CRM integration make Apollo a complete lead extraction to outreach platform. The free tier provides 10,000 credits for initial prospecting.
Pros
- +275M+ contacts searchable by detailed criteria
- +Built-in outreach sequences and dialer
- +Free tier with 10,000 credits
- +CRM integration for direct lead delivery
Cons
- −Database, not live scraping (data freshness varies)
- −Email accuracy below 80% in many segments
- −Credit limits restrict high-volume extraction
- −Data quality varies by industry and region
Best for: All-in-one lead extraction with built-in outreach at budget pricing
Pricing: Free (10k credits). Basic $49/mo. Professional $79/mo.
3. PhantomBuster — LinkedIn-specific lead scraping and social media data extraction
PhantomBuster — LinkedIn-specific lead scraping and social media data extraction
PhantomBuster specializes in LinkedIn lead scraping and social media data extraction. Pre-built Phantoms automate LinkedIn profile scraping, Sales Navigator list extraction, and company employee discovery -- turning LinkedIn into a prospecting database.
The platform also supports Google Maps, Twitter/X, and other social platforms for multi-source lead extraction.
Pros
- +Purpose-built LinkedIn lead extraction
- +Pre-built workflows for common scraping tasks
- +Multi-platform support (LinkedIn, Google Maps, social)
- +CRM and outreach tool integrations
Cons
- −LinkedIn automation carries account restriction risk
- −Credit-based pricing limits volume
- −No email verification included
- −Compliance concerns with platform ToS
Best for: LinkedIn-specific lead scraping and social media data extraction
Pricing: Starter $69/mo. Pro $159/mo. Team $439/mo.
4. Snov.io — Budget email scraping with built-in verification and outreach
Snov.io — Budget email scraping with built-in verification and outreach
Snov.io combines email finding, verification, and outreach in one platform. The email finder scrapes websites and LinkedIn to discover email addresses, then the built-in verifier confirms deliverability before you send.
At $30/mo starting price, Snov.io is one of the most accessible lead scraping tools for small teams that need verified email data.
Pros
- +Email finding + verification in one tool
- +LinkedIn email scraping extension
- +Built-in email outreach sequences
- +Affordable starting price ($30/mo)
Cons
- −Limited to email data (no phone or firmographic enrichment)
- −Verification accuracy varies by domain
- −Smaller database than Apollo or ZoomInfo
- −Credit-based usage limits
Best for: Budget email scraping with built-in verification and outreach
Pricing: Trial (50 credits). Starter $30/mo. Pro $75/mo.
5. Lusha — Quick, one-click contact extraction from LinkedIn profiles
Lusha — Quick, one-click contact extraction from LinkedIn profiles
Lusha provides a browser extension that extracts contact data (email, direct phone) from LinkedIn profiles with one click. The simplicity of the interface makes it the fastest way for individual reps to get contact data while browsing LinkedIn.
Lusha also provides a prospecting database for bulk contact extraction, though its strength remains the browser extension for on-demand data.
Pros
- +One-click contact extraction from LinkedIn
- +Direct dial phone numbers (higher accuracy than most tools)
- +Simple browser extension interface
- +GDPR and CCPA compliant
Cons
- −Per-credit pricing ($36/mo for 40 credits)
- −Expensive for high-volume extraction
- −Limited firmographic data
- −Browser extension limited to one profile at a time
Best for: Quick, one-click contact extraction from LinkedIn profiles
Pricing: Free (5 credits/mo). Pro $36/mo (40 credits). Premium $59/mo (80 credits).
6. Skrapp — High-volume email extraction from LinkedIn and company websites
Skrapp — High-volume email extraction from LinkedIn and company websites
Skrapp focuses on email extraction from LinkedIn and company websites at scale. The platform provides bulk email finding through LinkedIn Sales Navigator integration, domain search (all emails at a company), and company website scraping.
For teams that need high-volume email extraction without the full-stack features of larger platforms, Skrapp provides focused functionality at a moderate price.
Pros
- +Bulk email extraction from LinkedIn and websites
- +Domain search for all emails at a company
- +LinkedIn Sales Navigator integration
- +Simple interface focused on email finding
Cons
- −Email-only (no phone data)
- −Verification accuracy moderate
- −Limited enrichment beyond email
- −Smaller database than enterprise platforms
Best for: High-volume email extraction from LinkedIn and company websites
Pricing: Free (150 emails/mo). Starter $49/mo. Seeker $99/mo.
Comparison Table
| Tool | Best For | Free Tier | Starting Price | Standout Feature |
|---|---|---|---|---|
| SyncGTM | B2B lead scraping with integrated enrichment and CRM delivery | Yes | $99/mo | Only platform that combines AI scraping with waterfall enrichment in one workflow |
| Apollo.io | All-in-one lead extraction with built-in outreach at budget pricing | Yes | $49/mo | Largest accessible contact database with integrated prospecting and outreach |
| PhantomBuster | LinkedIn-specific lead scraping and social media data extraction | No (14-day trial) | $69/mo | Most comprehensive LinkedIn lead extraction with pre-built automations |
| Snov.io | Budget email scraping with built-in verification and outreach | Yes (50 credits trial) | $30/mo | Email finding + verification + outreach at the most accessible price point |
| Lusha | Quick, one-click contact extraction from LinkedIn profiles | Yes (5 credits/mo) | $36/mo | Fastest one-click contact extraction with strong direct dial accuracy |
| Skrapp | High-volume email extraction from LinkedIn and company websites | Yes (150 emails/mo) | $49/mo | Focused email extraction at scale with LinkedIn and domain search |
How to Choose
- SyncGTM if you need b2b lead scraping with integrated enrichment and crm delivery
- Apollo.io if you need all-in-one lead extraction with built-in outreach at budget pricing
- PhantomBuster if you need linkedin-specific lead scraping and social media data extraction
- Snov.io if you need budget email scraping with built-in verification and outreach
- Lusha if you need quick, one-click contact extraction from linkedin profiles
- Skrapp if you need high-volume email extraction from linkedin and company websites
