How we evaluated each tool
We compared tools across five dimensions that actually matter for sales teams and cold callers:
- Ease of use: How long does it take to go from sign-up to a downloaded CSV?
- Data quality: How many fields per lead? Is the data live or from a database?
- Pricing: What does it actually cost per lead at scale?
- US coverage: Does it cover all 50 states automatically, or do you have to configure it yourself?
- Reliability: Does it handle interruptions gracefully? Can it resume a stopped scrape?
MapsHarvest
- Purpose-built for Google Maps — zero setup, zero coding
- 50 free credits, no credit card required
- 18 fields per lead including phone, website, hours, rating
- Automatic city-by-city looping across all 50 US states
- Checkpoint resume — never re-scrape what's already done
- Flat 1 credit = 1 lead pricing — no surprises
- Smart filters: rating, reviews, phone, website presence
- Scheduled scrapes + webhook delivery (paid plans)
- US coverage only (international coming soon)
- Google Maps only — not a multi-source platform
Verdict: The best tool if Google Maps lead lists are your primary use case. No setup friction, transparent pricing, and data clean enough to drop straight into a dialer.
Start free →Outscraper
- Covers Google Maps worldwide, not just the US
- Up to 21 data fields per result
- Also scrapes Yelp, TripAdvisor, and other platforms
- API and webhook support
- Starts at $49/mo — more expensive than MapsHarvest
- Per-task pricing model is harder to estimate
- No checkpoint resume — interrupted jobs start over
- Less focused on cold calling workflow
- Requires credit card to start
Verdict: Solid choice if you need international coverage or want to scrape sources beyond Google Maps. For pure US lead gen, MapsHarvest is cheaper and easier.
Read full comparison →Apify
- Extremely flexible — scrape virtually any website
- Large actor marketplace with community-built scrapers
- Advanced scheduling, webhooks, and integrations
- Full API access
- Steep learning curve — built for engineers, not sales teams
- Google Maps scraping requires configuring third-party actors
- Proxy setup required for reliable results
- No built-in city-by-city US coverage automation
- Costs spike fast on large jobs (compute units + proxy fees)
- No checkpoint resume
Verdict: Powerful for developers who want maximum flexibility. Overkill — and overcomplicated — for anyone who just wants a lead list.
Read full comparison →PhantomBuster
- Strong LinkedIn and social media automation
- Easy-to-use workflow builder
- Good integrations with CRMs
- Google Maps scraping is a minor feature, not core focus
- Very limited data fields from Google Maps
- No city-by-city automation for US coverage
- Expensive relative to output for lead gen ($56+/mo)
- Not built for cold calling workflows
Verdict: Great for LinkedIn lead gen. Not the right tool for Google Maps scraping — the Google Maps phantom is underpowered compared to purpose-built tools.
Bright Data
- Enterprise-grade infrastructure and compliance
- Massive proxy network
- Custom data delivery pipelines
- Extremely expensive — not for small teams or solo operators
- Requires a sales call to get started
- Built for enterprise data teams, not sales or cold callers
- Significant setup and onboarding required
Verdict: If you're a Fortune 500 running a large-scale data operation, Bright Data makes sense. For everyone else — cold callers, agencies, SDR teams — it's massive overkill.
Quick comparison table
| Tool | Starting price | Free plan | No code needed | US auto-coverage | Resume scrape |
|---|---|---|---|---|---|
| MapsHarvest | $19/mo | ✓ | ✓ | ✓ | ✓ |
| Outscraper | $49/mo | Limited | ✓ | Partial | ✗ |
| Apify | $49/mo | Limited | ✗ | ✗ | ✗ |
| PhantomBuster | $56/mo | Trial | ✓ | ✗ | ✗ |
| Bright Data | $500+/mo | ✗ | ✗ | ✓ | ✗ |
Ready to try the #1 pick?
50 free credits. No credit card. Your first lead list in under 5 minutes.
Start free with MapsHarvest →