The 7 Best Lead Scrapers in 2026 (Tested by a Real Founder)
TL;DR: The 7 Best Lead Scrapers in 2026
I spent the last few weeks running the same searches across every major lead scraper I could get my hands on. No affiliate deals. No paid placements. Just a founder who actually uses these tools to build a business — telling you what I'd pay for and what I'd skip.
Here's the ranked shortlist. Full breakdowns below.
Prices are approximate. Vendors change tiers often — always check their pricing page before you buy.
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How I Tested These Tools
I ran the same five searches across every tool: "dentists in Austin", "plumbers in Manchester", "yoga studios in Toronto", "saas companies hiring sales reps", and "marketing agencies under 20 employees". For each, I measured how many rows came back, how many emails were real, how long export took, and how painful signup was.
Where a tool had a free tier, I used it. Where it didn't, I used a trial. No tool got special treatment, including mine.
Full disclosure before we start: I built LeadScraperPro. I'm going to tell you exactly where it wins and exactly where the others beat it. If you don't trust the ranking, that's fair — read the criteria and judge for yourself.
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My Testing Criteria
Six things mattered to me, in this order:
- Data accuracy — Are the phone numbers real? Do the emails bounce?
- Email verification rate — What percent of returned emails actually deliver?
- Signup friction — Credit card required? 10-minute onboarding quiz? Or instant access?
- Export speed — How long from search to CSV in my hand?
- Pricing transparency — Can I see the price without booking a demo?
- Support quality — Does a human reply within 24 hours when something breaks?
That last one matters more than people think. Outbound is a daily workflow. If your scraper goes down on a Tuesday morning, you need a human on the other end — not a chatbot loop.
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1. LeadScraperPro — Best Free Tier + Google Maps Data
Best for: Solopreneurs, agencies, B2B sales teams targeting local businesses.
Full disclosure, I built this. So take the praise with a grain of salt — but the criticisms are real, because I know exactly where the gaps are.
LSP started because I was tired of paying $49/month minimums to scrape 500 leads for a side project. The whole product is built around one idea: let people get real value before they pay anything.
What I Like
- 200 free leads every month — the most generous free tier in this comparison
- Pulls full Google Maps data: name, phone, email, website, rating, reviews, category, hours
- Built-in email verifier — no separate $29/mo tool needed
- Instant CSV export, no "we'll email you when it's ready"
- No credit card to start, no demo call required
What's Missing
- Only Google Maps as a source today. No LinkedIn, no domain crawling.
- No browser extension (yet)
- Smaller team than Apollo or Hunter, so feature shipping is slower
- No native CRM integrations — you export to CSV and import yourself
Pricing
- Free: 200 leads/mo
- Starter: $29/mo — 2,000 leads
- Pro: $79/mo — 10,000 leads
- Agency: $199/mo — 50,000 leads
Best For
Agencies running local-business outreach, freelancers targeting restaurants, clinics, gyms or contractors, and solopreneurs who don't want to drop $49 on day one just to test if outbound works.
If you need SaaS contact data or LinkedIn prospecting, skip ahead to Apollo. If you need pure local-business scale, this is the cheapest serious option I've found.
Start free at LeadScraperPro →
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2. Apollo.io — Best for SaaS/Tech Outbound
Best for: SDR teams selling to tech companies, B2B SaaS founders, anyone targeting specific job titles.
Apollo is the tool I recommend to friends who sell to other software companies. Their database of 275M+ contacts is genuinely massive, and the filtering — by job title, technology used, hiring signals, funding stage — is best-in-class.
What I Like
- Enormous contact database, especially strong for US/EU tech companies
- Filtering is incredible: "VPs of Sales at Series B SaaS companies using Salesforce who posted on LinkedIn last week" — that's a real query
- Built-in email sequencer (you can prospect AND send from one tool)
- Chrome extension that enriches LinkedIn profiles in real time
- Generous free tier for what it is — 60 credits/mo, plus unlimited email finder lookups
What's Missing
- Local business data is thin. Don't use it to find dentists in Phoenix.
- The free tier has hidden caps (mobile number reveals, exports per day) that aren't obvious until you hit them
- UI has become bloated as they've added features. New users get lost.
- Email deliverability on their built-in sender is okay, not great
Pricing
Starts around $49/mo (Basic). Real power-user features kick in at $79/mo (Pro) and up. They run discounts often — never pay full sticker.
Best For
If you sell software to software companies, just use Apollo. It's the right answer 9 times out of 10. If you sell to local businesses or non-tech industries, the data gets noticeably weaker.
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3. Outscraper — Best Raw Scale
Best for: Developers, data teams, anyone who needs millions of rows fast and doesn't mind a clunky UX.
Outscraper is the workhorse a lot of agencies quietly run in the background. It scrapes Google Maps, Yelp, TripAdvisor, Amazon — basically any place you can think of — at serious scale.
What I Like
- Genuinely huge scale. Pulling 100,000 rows is normal Tuesday work here.
- Wide source coverage beyond Google Maps
- Pay-as-you-go pricing means no monthly minimum to sit on
- API-first design — easy to wire into your own pipelines
What's Missing
- UI is functional but ugly. Onboarding feels like 2014.
- Email verification is an add-on, not built in
- Support is slower than the bigger names
- The free tier is technically there but very limited — you'll need to pay to seriously test
Pricing
Pay-as-you-go credits. Effective rate works out to roughly $25/mo for moderate use, much more if you go heavy. Check their pricing page — it changes.
Best For
Technical buyers who want raw data at the lowest possible per-row cost and don't need a pretty UI. If you're a solo founder who wants click-and-export, you'll be happier elsewhere.
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4. Hunter.io — Best for Domain-Based Prospecting
Best for: People who already know which companies they want to contact and just need the right person there.
Hunter doesn't scrape directories — it scrapes the web for email addresses associated with a domain. Different shape of problem, different tool.
What I Like
- The best in the business at "find me everyone with an email at @company.com"
- Confidence scores on every email — you know what's likely to bounce
- Free Chrome extension works on any company website
- Their email verifier is solid as a standalone product
What's Missing
- Free tier is 25 searches/month. That's tiny for serious outbound.
- Doesn't help you discover companies — you bring the domain list
- For pure email finding at scale, the price gets steep quickly
- We wrote a detailed breakdown of the Hunter free plan limits if you're trying to make it work on the cheap
Pricing
Free plan: 25 searches and 50 verifications per month. Paid starts around $49/mo for 500 searches.
Best For
Founders and SDRs who have a target account list already ("these 200 companies are my ICP") and need to find the right contact at each. Pair it with a discovery tool like Apollo or LSP for the full workflow.
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5. Snov.io — Best for Cold Email Campaigns
Best for: Cold email operators who want prospecting + sending + warmup in one tool.
Snov.io is the all-in-one play. Find leads, verify emails, send sequences, warm up your domain — all from one dashboard. It's not best in any single category, but the bundle is genuinely useful.
What I Like
- True one-stop shop — fewer tabs open, fewer Zapier hops
- Email verification is built in and accurate
- Drip campaign builder is good (not Apollo-good, but good)
- Warmup tool is bundled, which is honestly the biggest perk for cold emailers
What's Missing
- Lead database is okay, not amazing — narrower than Apollo
- Local business data is weak
- UI tries to do too much; some screens feel busy
- The free tier (50 credits) burns out in an afternoon
Pricing
Starts around $39/mo. Bundles get you better effective per-lead cost than buying tools separately.
Best For
Cold email specialists who want one bill, one login, and one workflow. If you're already paying for Apollo + Hunter + Smartlead separately, Snov can consolidate that stack.
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6. Phantombuster — Best for LinkedIn Automation
Best for: People who live on LinkedIn and want to automate the prospecting grind.
Phantombuster runs "Phantoms" — small automation scripts that scrape and act on social platforms, primarily LinkedIn. It's the closest thing to a Swiss army knife for LinkedIn-first sales.
What I Like
- Huge library of pre-built Phantoms for LinkedIn, Twitter/X, Sales Navigator
- Cloud-based, so it runs without leaving your laptop on
- Powerful when chained — scrape profiles → enrich → auto-connect → message
- Reasonable for what it does (no cheap alternative is anywhere near as polished)
What's Missing
- LinkedIn-only is a feature, not a flaw — but it's also a limit. No good for local biz.
- LinkedIn keeps getting better at detecting automation. Use at your own risk.
- Learning curve is real. Expect a weekend of fiddling.
- 14-day trial, then you're paying — no free forever tier
Pricing
Starts around $59/mo for the entry tier. Heavier use climbs fast.
Best For
Founders, recruiters, agencies who consider LinkedIn their #1 channel. If you'd rather automate LinkedIn than send cold email, Phantombuster is the play.
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7. Scrap.io — Best for Local-Business Niche
Best for: Local-business-only prospecting at country scale.
Scrap.io is laser-focused. They scrape Google Maps and pretty much only Google Maps — but they do it across entire countries at once. Want every barber shop in France? They've got an export for that.
What I Like
- Country-wide exports are a unique angle — no other tool does it this cleanly
- Filtering on social profiles attached to listings is a nice touch
- Pricing is transparent
What's Missing
- Free tier is essentially a trial, not a real ongoing free plan
- Email verification is hit-or-miss vs. Hunter or Snov
- Pricing per lead works out higher than LSP for similar Google Maps data
- Single-source product — if you outgrow Google Maps, you outgrow Scrap.io
Pricing
Starts around $49/mo. Country-wide plans cost more.
Best For
Agencies doing nationwide local outreach in a single country (French agencies hitting all of France, for example). For most US/UK/AUS solopreneurs running city-by-city, LSP is cheaper for the same data.
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Which Lead Scraper Should YOU Pick?
Five common profiles, five honest answers:
- Agency owner running 100+ cold emails a week to local businesses → LeadScraperPro for sourcing, Snov.io or Smartlead for sending
- Solo freelancer building a niche list of <500 contacts a month → LeadScraperPro (the free tier alone covers you)
- Tech SaaS doing outbound to engineers and VPs → Apollo.io, end of story
- Cold email expert who already has a target domain list → Hunter.io for emails + Snov.io for sending
- LinkedIn-first prospector / recruiter → Phantombuster + a LinkedIn premium seat
The biggest mistake I see is people picking based on brand recognition. Apollo is the most famous name in this space, but if you're scraping pizza shops in Birmingham, you're paying for features you'll never use.
Pick based on what you're actually scraping, not what's trending on LinkedIn.
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FAQ
What's the best free lead scraper in 2026?
LeadScraperPro's free tier gives you 200 leads per month forever, with full Google Maps data and built-in email verification. That's roughly 8x what most competitors offer on their free plans. Apollo's free tier is also strong if you specifically need tech-company contacts.
Is web scraping for leads legal?
Scraping publicly available business data (names, phone numbers, websites) is generally legal in the US, UK, and most of the EU. What you do with that data is where the rules tighten — GDPR, CAN-SPAM, and CCPA all govern how you contact people. The short version: scrape public data, send relevant emails to business addresses, honor unsubscribes, and you're on solid ground. When in doubt, talk to a lawyer in your jurisdiction.
Can I scrape Google Maps for free?
Yes. LeadScraperPro gives you 200 free Google Maps leads per month, no credit card. Outscraper has trial credits. You can also write your own scraper, but expect to spend a weekend wrestling with IP blocks and CAPTCHAs — most people decide their time is worth more than $29/month.
How accurate is the data from these tools?
It varies. For names, phone numbers, and websites, expect 90%+ accuracy across all tools on this list — that data is structured and easy to scrape. Email accuracy is where tools diverge: verified emails from LSP, Hunter, and Snov typically deliver at 95%+. Unverified emails from any scraper can bounce 20-40% of the time. Always run a verification pass before you send.
Which lead scraper has the best email verification?
Hunter.io and LeadScraperPro both run real-time SMTP verification with confidence scores. Snov.io is close behind. If verification is your #1 priority, Hunter is the gold standard — but for most use cases, the verifier built into LSP or Snov is more than good enough and saves you a separate subscription.
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Related Reading
- Hunter.io Free Plan: How Many Searches Do You Actually Get?
- How to Scrape Google Maps for Business Leads
- Best Business Lead Scraper Tools Compared
- B2B Lead Generation Tools Guide
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*Last updated June 2026. Pricing and features change — always verify on the vendor's site before buying. No affiliate links in this post.*