Best Google Maps Export Tools for Sales Teams in 2026

If I need owner contact data, not just raw Google Maps listings, LocalPipe is the top pick in this comparison. If I only need bulk exports, I’d look at Outscraper or Apify. And if I want no-code scraping, PhantomBuster is the better fit.

Here’s the short version:

• LocalPipe: best for owner names, verified emails, and direct owner phone numbers
• Outscraper: best for raw Google Maps exports at scale
• Apify: best for custom scraping setups
• PhantomBuster: best for no-code automated scraping
• Scrap.io: best for basic Maps list pulls
• D7 Lead Finder: best for simple bulk list building, but public detail is thin
• LeadSwift: best for small teams that want simple local lead generation

What stood out to me most:

• LocalPipe reports about a 75% owner-name match rate
• DIY Clay workflows sit around 30%
• Apollo is around 20%
• LocalPipe reports sub-1% email bounce rates
• Pricing starts at $57/month for 2,000 credits

That means the main choice is simple: Do I want a list of businesses, or do I want people I can contact right away?

Top Google Maps Scrapers for 2026 (RANKED)

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Quick Comparison

Tool	Best For	Owner Contacts	Email Verification	Direct Owner Phones	Automation Fit
LocalPipe	Outreach-ready local leads	Yes	Yes	Yes	API, webhooks, Clay
Outscraper	Bulk Maps exports	Limited	Basic/site-found emails	No	Good for export-first workflows
Apify	Custom high-volume scraping	No	No	No	Strong for custom pipelines
PhantomBuster	No-code scraping flows	No	No	No	Good for recurring automations
Scrap.io	Basic Maps exports	No	No clear focus	No	Good as input data
D7 Lead Finder	Basic list building	Not clearly confirmed	Not clearly confirmed	Not clearly confirmed	Public detail is limited
LeadSwift	Small-team local lead gen	Limited	No triple verification	No	Simple workflow, capped volume

So if I’m building a sales process for local outreach, I’d split these tools into three groups:

• Owner-ready leads: LocalPipe
• Raw export tools: Outscraper, Apify, Scrap.io, D7
• Automation-first tools: PhantomBuster
• Simple local lead gen: LeadSwift

That’s the lens I’d use before getting into the full breakdown below.

1. LocalPipe

LocalPipe is built for one job: turning Google Maps listings into outreach-ready local leads with owner-level contact data. Unlike raw exporters such as Outscraper or Apify, LocalPipe is built to give you contacts you can actually prospect. That makes it a useful baseline when you're comparing raw exporters, automation scrapers, and enrichment-first platforms.

Exported fields

LocalPipe exports business name, category, location, rating, reviews, website status, owner name, business email, owner email, and direct owner phone number. So a sales team can go from search to outreach without running a separate enrichment step.

Owner-contact enrichment

This is where LocalPipe starts to stand out.

It cross-references live business websites, social profiles, state filings, and review sites to identify the owner by name. The result is about a 75% owner-name match rate, versus about 30% for DIY Clay workflows and around 20% for Apollo. Email verification runs through triple-verified checks, which keeps bounce rates below 1% in live campaigns.

"LocalPipe by itself got 70% coverage which is really good for local scraping. But what's even more impressive is that if we remove the 20% of companies who don't have a webpage it found around 87% of the original list. Also, they are triple verified (0.11% bounce rate)." - InterCo Digital

LocalPipe also uses Custom Title Waterfalling to improve role matching for harder-to-find contacts. That's a big deal for sales teams. Plenty of tools stop at the business listing. LocalPipe pushes further and tries to find the person you can email or call.

Automation and scale

Data quality matters, but so does workflow fit.

LocalPipe scrapes live on demand, charges credits only on successful results, and supports REST API and webhooks for automation. It also includes a Data Recovery Panel, which helps recover failed enrichment runs without burning credits. The Starter plan costs $57/month and includes 2,000 credits - roughly 1,000 owner emails, 1,400 owner names, and 4,000 business exports.

CRM and Clay fit

For Clay users, LocalPipe can replace multi-step enrichment chains with a single API call. REST API and webhooks also make it simple to push results into CRMs and custom sales stacks.

Next, compare that workflow depth with tools built more for raw exporting than enrichment.

2. Outscraper

Outscraper is a fast Google Maps scraper built for raw business lists, not outreach-ready contacts. So if your goal is simple list building, it does the job well. But if your team wants owner contacts in the same export, you'll still have more work to do.

Exported fields

Outscraper exports business name, category, address, website, phone, rating, and reviews. It can also pull emails found on a site's pages. In practice, that often means generic inboxes like info@ instead of direct decision-maker contacts.

Owner-contact enrichment

Outscraper does not natively identify owners or return direct owner phone numbers, so teams need a second enrichment step. Compared with LocalPipe's ~75% owner-name match rate, that gap is hard to ignore for local outreach. For sales teams, Outscraper is more of a starting point than a full workflow.

Automation and scale

That limitation shapes where Outscraper fits in a sales stack. It's built for fast exports, but without owner identification or triple email verification, the output still needs to enrich local business data before it's ready for direct outreach.

CRM and Clay fit

Outscraper works best as Clay's first layer: pull the Maps list fast, then enrich it somewhere else if you need owner-level contacts.

3. Apify

Apify is a flexible scraping platform for high-volume Google Maps extraction. But it isn't a built-in owner-enrichment tool. That makes it handy for list building, yet less useful for teams that want contact-ready local leads in one step. In practice, Apify works more like a data source than a full prospecting system.

Exported fields

Apify exports business name, category, address, phone, website, rating, and review count. What it doesn't do is identify owners or verify contact data.

Owner-contact enrichment

This is the main gap for outbound sales. If a team uses Apify, it still needs a separate enrichment step to find decision-makers. And that adds work.

Generic scraper-based Clay flows often take more steps and tend to produce weaker owner coverage than a purpose-built local lead tool like LocalPipe.

Automation and scale

Apify handles raw extraction at scale well. The catch is that big exports still need enrichment before they're ready for outreach. In Clay, that often means more steps, more tokens, and a higher chance that something breaks along the way.

That tradeoff hits hardest when a sales team wants speed without stacking extra enrichment layers on top.

CRM and Clay fit

Apify fits best as a raw input layer in Clay. It gives teams flexibility, but not an owner-level export that's ready to use for outbound sales. Next up: tools that package more of the workflow for teams that want less manual enrichment.

4. PhantomBuster

PhantomBuster automates Google Maps extraction with Phantoms and Flows, so agencies can run recurring list-building jobs without keeping a browser open. That makes it a better fit for repeatable ops than direct-response prospecting.

Exported fields

PhantomBuster can pull standard Google Maps listing data, including:

• Business name
• Address
• Phone number
• Website
• Category
• Ratings

Owner-contact enrichment

This is where PhantomBuster comes up short for outbound sales teams. You still need a separate enrichment layer to get owner names and personal emails before outreach. That adds friction compared with LocalPipe, which shows decision-makers directly.

If you want more balance between automation and lead data you can use right away, the next tools are closer to that fit.

Automation and scale

PhantomBuster's pricing and scaling depend on runtime, which can make capacity planning for large lists less predictable. Chaining tasks through Flows also adds upkeep that smaller sales teams may not want to deal with.

CRM and Clay fit

PhantomBuster needs enrichment before records are ready for CRM use or outbound. For teams that want fewer moving parts, that extra step adds time and ops overhead.

Next, it helps to compare that workflow-heavy setup with tools built to return more complete local lead data up front.

5. Scrap.io

After the more automation-focused options, Scrap.io fits the raw export lane.

It works best as a Google Maps exporter, not as a tool for finding owner details.

Exported fields

Scrap.io is mainly for pulling standard Google Maps listing data for list building.

Owner-contact enrichment

Scrap.io does not return owner-level contacts. So if your team wants to do outreach, you’ll still need a second step for enrichment and verification.

LocalPipe returns owner names, verified emails, and direct owner phone numbers in one workflow.

Automation and scale

Scrap.io is useful for repeatable list building, but it makes the most sense if you already have a separate enrichment and verification layer downstream.

CRM and Clay fit

Without verified owner-level contacts, Scrap.io is better used as an input source than an outreach-ready export. In plain English, it helps you gather data, but it doesn’t get that data ready for contact.

6. D7 Lead Finder

D7 falls into the same list-first bucket as other Google Maps exporters. But there’s a catch: its public documentation is pretty thin. Because of that, it’s hard to score with confidence. And since those public docs don’t spell out D7 Lead Finder’s export fields, you shouldn’t assume it includes owner-level enrichment.

Owner-contact enrichment

Public docs do not confirm that D7 returns owner names, verified emails, or direct phone numbers. If your sales motion depends on those fields, LocalPipe is the clearer fit.

Automation and scale

There isn’t enough public detail to judge how deep D7 goes on automation or how well it fits into a repeatable workflow. So before you build prospecting around it, validate that part directly.

CRM and Clay fit

If you want to use D7 inside a CRM or Clay workflow, check whether it gives you outreach-ready contacts or just a starting list. Until that’s confirmed, it makes more sense to treat D7 as a prospecting input, not a finished outbound list.

The next comparison is easier to judge because its export scope is clearer.

7. LeadSwift

LeadSwift is built for local business lead generation. It comes with a built-in business search connected to Google Maps, so teams can start pulling lists in minutes. That makes it a good fit when the goal is simple: build a local list fast. This often involves learning how to find local business owners by city to ensure the data is geographically relevant.

Compared with LocalPipe, LeadSwift leans more toward speed than deep contact data. You get quick list building, but there’s a clear tradeoff when you need owner-level details.

Exported fields

LeadSwift exports local business listings, but it doesn’t go far enough for teams that want contacts ready for outreach.

Owner-contact enrichment

This is where LeadSwift comes up short. Its owner-name and owner-email match rates are low, and it does not return direct owner phone numbers. It also skips triple email verification, so teams may need to run a separate verification step before sending outreach.

In plain English: the platform is easier to use, but it does less of the heavy lifting. Sales teams still have extra work before they can actually contact people.

That gap gets more expensive as export volume grows.

Automation and scale

LeadSwift caps your export volume. So while it can work for smaller, single-area list pulls, it’s less suited to agency-scale prospecting. Once you’re working across several clients or territories, that cap can slow things down and turn into a bottleneck.

CRM and Clay fit

LeadSwift also doesn’t stand out for pay-on-find billing or prebuilt Clay waterfall workflows. For teams that want to spend credits only when a result is found, that gives them less room to work with than newer tools built more around automation.

So LeadSwift makes sense for fast local list building. But if the goal is outreach-ready local leads, it has clear limits. That’s the tradeoff here: speed and simplicity on one side, owner-level reach on the other.

Data Depth, Outreach Readiness, and Workflow Tradeoffs: Where Each Tool Wins

After the tool-by-tool breakdown, this choice mostly comes down to how you work: raw lists, automation, or owner-ready leads.

The biggest split is simple: raw listings vs. owner-ready leads.

Volume vs. owner depth is the main tradeoff. Outscraper and Apify are good for broad Google Maps exports and fast list building. But most of what you get is listing data: business name, address, phone, website, and category. LocalPipe goes the other way. It checks live business and filing sources to find the actual owner by name, then returns verified owner emails and direct phone numbers instead of generic inboxes. That’s why LocalPipe reaches owner-level contacts more often than DIY Clay flows or general-purpose databases.

Bounce risk and freshness are the next big differences. LocalPipe uses live enrichment on demand and triple-verifies emails, which is why live campaigns have reported sub-1% bounce rates. Raw exporters and simpler local lead tools can still do the job, but they leave more checking for the sales team before outreach starts.

Workflow fit matters just as much as data depth. PhantomBuster works best for no-code scraping. Scrap.io fits teams that want pre-filtered exports. LocalPipe makes more sense for Clay users who want one enrichment call instead of a multi-step chain.

The table below sums up the tradeoffs.

Criterion	Strongest Tool(s)	Acceptable Alternatives	Common Compromise
Owner-level contact depth	LocalPipe	DIY Clay workflows	DIY flows yield lower owner-name coverage
Raw volume	Outscraper, Apify, Scrap.io	D7 Lead Finder	Mostly listing data; generic info@ contacts common
No-code automation	PhantomBuster	Apify	Less enrichment depth than owner-first tools
Email deliverability	LocalPipe (triple-verified)	LeadSwift	More verification work before sending
Speed to list	D7 Lead Finder, LeadSwift	LocalPipe	LeadSwift may have volume caps
CRM/Clay fit	LocalPipe (API/Clay)	Apify (custom scripts)	More setup time for non-native workflows
Cost efficiency	LocalPipe (pay-on-find)	Outscraper	May still need a second enrichment pass

One last filter matters: whether the data is safe to send to.

Compliance comes back to data quality. The main risk is stale data or reaching the wrong person. LocalPipe’s use of Secretary of State filings and BBB cross-referencing adds a layer of legitimacy that pure scrapers don’t provide. That cuts the odds of wasting outreach on the wrong contact or a dead business.

Pros and Cons of Each Tool

Here’s the core tradeoff: some tools give you raw Google Maps listings, while others push you closer to owner-ready contact data.

Tool	Pros	Cons	Best Fit	Pricing Model
LocalPipe	Owner-ready exports; triple-verified emails; Clay/API support; pay-on-find billing	Lower direct phone find rate (~20%); not built for enterprise-only prospecting	SDR outbound teams; Clay power users; agencies targeting local business owners	Starts at $57/month (credit-based)
Outscraper	Fast bulk exports; low cost for raw Google Maps listings; good for territory mapping	No owner-level contacts	Agencies building large raw territory lists	Usage-based
Apify	Highly customizable; can scrape virtually any Google Maps data point	Requires developer skills; no built-in owner enrichment or contact verification	Technical operators building custom data pipelines	Subscription + usage
PhantomBuster	No-code cloud automation; works across Maps and LinkedIn	Less efficient at scale; limited enrichment depth compared to owner-first tools	Multi-channel prospecting workflows	Subscription
Scrap.io	User-friendly interface; basic local list building	Less specialized in owner-level waterfall enrichment	Small agencies doing general local lead gen	Subscription
D7 Lead Finder	Fast bulk exports; quick B2B list building	Data can be stale; limited owner-level depth	Quick bulk prospecting at scale	Subscription
LeadSwift	Simple UI; built-in basic CRM features	Volume caps; low owner-name and email match rates	Small teams doing basic local outreach	Subscription

If you use Clay, this gap gets pretty clear. LocalPipe cuts out the usual multi-step enrichment chain and replaces it with one API call. That leads to about a 75% owner-name match rate, compared with roughly 30% for DIY flows.

"I used to handle owner identification and email finding through Clay, which burned through a ton of AI tokens and credits. The find rate wasn't great either, roughly half of what I'm getting with LocalPipe now."

That difference doesn't just change data quality. It shapes how many leads you can process, how much cleanup your team has to do, and how smoothly outreach moves once the list is built.

Conclusion

After looking at data depth, automation, and day-to-day workflow, the choice comes down to one simple point: do you need raw listings, or do you need leads you can contact right away?

If your team wants to reach the actual business owner - with owner names, verified emails, and direct phone numbers, not front-desk lines or info@ inboxes - LocalPipe stands out as the clearest 2026 fit. Its owner-level match rate and low bounce rates are tough to beat, and it cuts out the extra enrichment steps with a single API call.

If you need bulk exports first and plan to enrich contact data somewhere else, Outscraper and Apify make more sense.

Put simply, the right pick depends on how much contact enrichment you want to handle on your own.

Your Priority	Best Pick
Owner contact accuracy	LocalPipe
High-volume bulk exports	Outscraper or Apify
No-code automation	PhantomBuster
Filter-first volume prospecting	Scrap.io
Simple, fast list building	D7 Lead Finder
Local lead generation with built-in outreach	LeadSwift
Clay/API workflows	LocalPipe

No single tool is best for every situation. Start with LocalPipe for outreach, then bring in raw exporters when you need more volume.

FAQs

Do I need raw listings or owner-ready leads?

For cold outreach to work, you need owner-ready leads - not just a pile of raw listings.

Google Maps listings usually give you basic public business info. That often means you end up contacting a front desk line, a generic inbox, or someone who can’t make the call.

Tools like LocalPipe take those listings and turn them into prospects you can use right away. Instead of just showing business details, they add the actual owner’s name, a verified direct email, and a mobile number, so you can contact the person who makes the decision.

How accurate is owner contact enrichment?

LocalPipe’s owner contact enrichment doesn’t cover every record, but the data it does return is checked. It reports a 75% owner-name find rate and a 50%–60% owner email find rate, with triple email verification and sub-1% bounce rates in live campaigns.

Instead of stopping at a generic business contact, LocalPipe cross-references 5+ live data sources to pinpoint the actual owner by name. Those sources include:

• business websites
• social profiles
• BBB
• Secretary of State filings

That means the goal isn’t just to find a contact. It’s to identify the right person behind the business.

Which tool fits my CRM or Clay workflow?

For Clay workflows aimed at local business owners, LocalPipe is the fastest path. You get a ready-made Clay template and a single HTTP API endpoint, instead of building a DIY setup with five separate tables.

With webhooks or the template, it returns verified owner names, emails, and direct phone numbers in real time. And compared with DIY Clay workflows and general databases, it finds owner names more often and only charges credits when it gets a successful result.