Best B2B Lead Scrapers in 2026 (Ranked by Data)
61% of B2B marketers say lead generation is their biggest challenge. The reason isn't a shortage of tools - it's a data quality crisis. You're paying for contacts that bounce, phone numbers that ring out, and emails that land in spam traps. A good B2B lead scraper should fix that. Most don't.
We've watched teams torch their sender reputation in a single week because they trusted the wrong database. Here's what actually works.
Our Top Picks
| Pick | Best For | Starting Price |
|---|---|---|
| Prospeo | Email accuracy + data freshness | Free (75 emails/mo + 100 extension credits) |
| Apollo.io | Free-tier experimentation | Free; paid from $49/user/mo |
| Outscraper | Google Maps / directory scraping | $3 per 1,000 records |
How We Evaluated
Five criteria, weighted by impact on pipeline:
- Email accuracy - Does the tool verify before export, including catch-all domains?
- Phone number quality - Direct dials that connect, not switchboard numbers.
- Pricing transparency - Can you model costs before talking to sales?
- Data freshness - How often records get re-verified (and how fast contact data decays).
- Integrations - Clean data into your CRM without CSV gymnastics.
Most B2B lead scrapers sell you volume and let your bounce rate pay the price. Prospeo's 5-step verification delivers 98% email accuracy - catch-all handling, spam-trap removal, honeypot filtering included. At $0.01 per verified email, you stop paying for contacts that don't exist.
Start scraping leads that actually convert - free tier, no sales call.
Best B2B Lead Scrapers for 2026
Prospeo - Best for Accuracy and Freshness
Prospeo's 300M+ professional profiles deliver 98% email accuracy through a proprietary 5-step verification process that handles catch-all domains, strips spam traps, and filters honeypots. For context, that's 98% versus 87% at ZoomInfo and 79% at Apollo. The gap is enormous. Meritt tripled their pipeline from $100K to $300K/week after switching, with bounce rates dropping from 35% to under 4%.
The 7-day data refresh cycle is the real differentiator - the industry average is six weeks. The 125M+ verified mobile numbers hit a 30% pickup rate, and 30+ search filters include buyer intent powered by 15,000 Bombora topics, technographics, and job changes. Native integrations with HubSpot, Salesforce, Instantly, Lemlist, Smartlead, Clay, Zapier, and Make keep your data flowing without manual exports. Pricing starts free and scales to roughly $0.01 per verified email - 90% cheaper than ZoomInfo.
Use this if: Deliverability matters more to you than database size, and you want self-serve pricing without annual contracts. (If you're optimizing deliverability end-to-end, use an email deliverability checklist.)
Apollo.io - Best Free Tier
Apollo's 275M+ verified contacts and genuinely useful free plan make it the obvious starting point for budget-constrained teams. Paid plans run $49/user/month (Basic), $79 (Professional), and $119 (Organization) on annual billing, with Organization requiring three seats minimum. Email credits are "unlimited" but subject to fair-use caps that aren't always clear upfront.
The built-in sequences let you find a contact and email them without leaving the platform. But direct-dial quality is inconsistent outside North America, you can't reduce seats mid-term, and credits get consumed even when the tool doesn't return usable data. That last one stings.
Use this if: You need a free starting point with built-in outreach. Skip this if: Phone data quality matters, or you're scaling past 5 seats and want predictable costs.
Snov.io - Email + Outreach Combo
Snov.io bundles email finding with built-in drip campaigns - appealing for lean teams that don't want a separate sequencer. Starter runs $29.25/month on annual billing with 1,000 credits and 5,000 recipients; Pro jumps to $74.25/month with 5,000 credits. Each verification costs one credit, and recipients are only charged once per billing period.
The database isn't as deep as the top players. But for email-first outreach on a budget, the all-in-one value is hard to beat.
Use this if: You want finding + sending in one tool under $75/month. (For more options, compare cold email marketing tools.)
Lusha - Watch the Credit Math
Lusha's 300M+ contacts look competitive until you do the arithmetic. Emails cost 1 credit. Phone numbers cost 10. The free plan gives you 70 credits/month - that's only 7 phone numbers.
Here's the thing: if your outreach is phone-heavy, Lusha gets expensive fast. Monthly plans let unused credits roll over up to 2x your cap; annual plans reset at cycle end. For email-only workflows, there are cheaper options with better verification. Do the math on your actual reveal mix before committing.
Quick math: A team revealing 50 emails and 20 phones per month burns 250 credits - already past the free tier. At scale, you're looking at $49-79/month.
UpLead - Real-Time Verified Exports
UpLead's 180M+ contacts verify emails in real time at export - no downloading a list and running it through a separate tool. That workflow efficiency matters when you're building lists daily. G2 reviewers rate it 4.7/5 across 824 reviews. Essentials starts around $99/month for 170 credits, Plus around $199/month for 400 credits, with a 7-day free trial.
Use this if: You want verified-on-export without a separate tool. Skip this if: You need intent data or volume pricing - costs scale linearly per contact. (If you're comparing vendors, see UpLead vs ZoomInfo.)
Outscraper - Best for Local Leads
Outscraper is a different animal entirely. It's a pay-per-record scraping tool built for extracting business data from Google Maps and directories - local businesses, service providers, agencies. Pricing is dead simple: $3 per 1,000 records. It's API-first and doesn't include email verification, so you'll want to pair it with a verification tool before running outreach.
For local and directory-based prospecting, nothing else comes close on cost. (If Maps is your main channel, use a dedicated Google Maps scraping tool.)
PhantomBuster - Automation Workflows
PhantomBuster offers 100+ pre-built automations for scraping data from web sources and chaining them into multi-step workflows. Starting at $69/month after a 14-day trial, it's best for teams building custom lead scraping pipelines - not a contact database. Think of it as the glue between data sources, not a source itself.
Skrapp - Simple Email Finder
Skrapp is a lightweight Chrome extension for finding professional emails. Free plan available, Starter at $29/month. Primarily useful for occasional lookups, not a full prospecting stack.
Tool Comparison Table
| Tool | Database | Email Verify | Starting Price | Best For |
|---|---|---|---|---|
| Prospeo | 300M+ | 98% (5-step) | Free | Accuracy + freshness |
| Apollo.io | 275M+ | Basic | Free | Free-tier start |
| Snov.io | Mid-size | 1 credit/verify | $29.25/mo | Email + outreach |
| Lusha | 300M+ | Yes | Free (70 credits) | Quick reveals |
| UpLead | 180M+ | Real-time | ~$99/mo | Verified exports |
| Outscraper | Maps data | No | $3/1K records | Local scraping |
| PhantomBuster | None | No | $69/mo | Custom workflows |
| Skrapp | 200M+ | Basic | Free | Simple lookups |
Why Accuracy Beats Database Size
Database size is the most misleading metric in this space. A tool claiming 500M+ records means nothing if a quarter of those emails bounce on your first sequence.
Catch-all domains represent 15-28% of B2B domains, and a benchmark testing 20,000 contacts across 15 tools found massive accuracy variation between providers. Many tools rely on the same third-party validators, which limits real differentiation. A smaller, verified list will outperform a massive, stale one every single time - we've seen this play out across dozens of client campaigns.
Look, if your average deal size sits below $10K, you probably don't need a $15K/year ZoomInfo contract. A B2B lead scraper at $0.01 per verified email paired with a $50/month sequencer will outperform it. We've seen it happen repeatedly. Teams commonly stack a scraping tool with a verification layer and a sequencer because the scraper alone is never enough. The consensus on r/sales backs this up - most reps running outbound at scale use two or three tools, not one monolithic platform. (To build the full stack, start with a B2B sales stack.)
Data freshness separates tools that work from tools that wreck your domain. Prospeo refreshes 300M+ profiles every 7 days - 6x faster than the industry average. Teams like Meritt dropped bounce rates from 35% to under 4% and tripled pipeline in weeks.
Build lead lists with data verified this week, not last quarter.
FAQ
What's the difference between a lead scraper and a B2B database?
A scraper extracts data from public web sources like Google Maps and directories. A B2B database maintains pre-built, verified contacts you search with filters. Databases are faster for most outbound workflows; scrapers win for niche or local data that databases don't cover.
Is B2B lead scraping legal?
Scraping publicly available business data is generally legal in most jurisdictions. Accessing platform-protected data behind logins carries risk. GDPR and CCPA require lawful basis for processing personal data - choose tools with opt-out enforcement and DPAs.
How much does a B2B lead scraper cost?
Free tiers exist at Prospeo (75 emails/mo), Apollo, and Lusha. Paid plans range from $29/month to $119+/user/month. Pay-per-record tools like Outscraper start at $3 per 1,000 records. The best value sits around $0.01 per verified email.
How do I verify scraped emails before outreach?
Use a tool with built-in verification that handles catch-all domains, spam traps, and honeypots. Without verification, expect 15-30% bounce rates that damage your sender reputation across your entire domain.
Can I scrape leads from Google Maps?
Yes - Outscraper and PhantomBuster both extract business data from Google Maps. But Maps data rarely includes verified emails or direct dials. Pair a Maps scraper with a dedicated email verification tool before launching outreach.