MapsData vs Apify (2026): Which Is Better for Local Business Leads?

MapsData is the better choice when you need local-business owners, verified contact details, and a finished lead list. Apify is the better choice when you need flexible scraping infrastructure and want to design the enrichment pipeline yourself.

Apify can scrape Google Maps at a low headline price. A usable outreach record costs more. On Apify's Starter plan, the maintained Google Maps Scraper currently charges $3 per 1,000 places. Company contacts add $2, business leads add $5, email verification adds $4, and detailed social-profile enrichment adds $8 per 1,000 billable profiles.

Phone typing requires another Actor. MapsData includes its available owner, email, phone, social, and triple-verification fields in one lead credit.

MapsData vs Apify at a glance

How this comparison was researched

We compared the workflow required to produce the same final deliverable: a local-business record with a current Maps listing, a supported owner or decision-maker, a usable email, useful phone details, social profiles, and verification signals.

The Apify side uses its current official pricing page, documentation, and the pricing and output published for compass/crawler-google-places and vdrmota/contact-info-scraper. The MapsData side uses the live product, current public pricing, API workflow, and documented result model. Prices and product details were checked on October 10, 2026.

This method matters because Apify is a platform with many independent Actors. A Maps scraper, a website contact extractor, a lead enrichment Actor, and an email verifier can each have a different developer, schema, pricing model, and failure pattern. The cheapest Actor price does not describe the cost of the finished list.

What Apify gives you for local-business research

Apify is a capable web-scraping and automation platform. Its Store contains Actors for Google Maps, websites, directories, social networks, search results, email discovery, contact enrichment, and verification. Developers can run Actors through the API, schedule jobs, connect them with webhooks, store results in datasets, or build custom Actors.

For Google Maps, the maintained `compass/crawler-google-places` Actor can return business names, categories, addresses, coordinates, websites, listing phones, hours, ratings, reviews, images, and detailed place attributes. It supports geographic inputs, polygons, multiple search terms, API access, and several output formats.

That breadth makes Apify useful for:

• directory, GIS, and location-intelligence datasets
• competitor and territory research
• custom extraction from sites outside Google Maps
• developers who want control over each scraping stage
• teams that already have identity resolution and data-quality logic

Apify also offers enrichment. The maintained Maps Actor documents company contacts taken from business websites, person-level business leads, email verification, and detailed social-profile data. Each option has its own switch and price. All enrichment options are disabled by default.

What MapsData adds to a Google Maps lead

MapsData is built around a narrower job: turn a live local-business search or an existing company list into records that can move into outreach.

Each business can include:

• owner and decision-maker names in separate fields
• owner, decision-maker, and business emails
• direct person-level phones kept separate from the listing phone
• phone type such as mobile, landline, VoIP, or toll-free where available
• email status such as Safe, Risky, Catch-all, Disposable, or Invalid
• twelve social-network fields
• website, Maps, reputation, category, address, and location data
• 50+ export fields in total

MapsData cross-checks contact and identity data across 7+ source categories. The workflow combines company sources, official records across supported markets, business directories, licensed partner data, private datasets, public web signals, and proprietary data.

These premium and private sources are not created by choosing another public scraper from the Apify Store. A team building the same evidence model must license the underlying data, connect each provider, resolve conflicting entities, and maintain its own confidence rules.

MapsData keeps business, owner, and decision-maker records distinct instead of treating every email or phone found on a website as an owner contact. Discovered emails pass through three verification providers before their statuses are normalized into the export. Phone type is returned where available without sending the number through another user-managed Actor.

Each result can contain direct owner and decision-maker emails, direct phones, business contacts, social profiles, website data, Google Maps fields, and 50+ additional fields. Owner phones remain separate from the general business line and are classified as mobile, landline, VoIP, or toll-free where available. Emails are returned as Safe, Risky, Catch-all, Disposable, or Invalid. MapsData users report bounce rates below 2% on live campaigns using verified results.

MapsData researches listings, websites, people, emails, phones, social profiles, and other signals on demand for each search. It does not stop after crawling a contact page or finding one public profile. The matching system checks whether the business, person, role, and contact details agree across the available evidence before placing them in distinct export fields.

The same workflow is available through the dashboard and API. Teams can run discovery and enrichment together or submit businesses they already have for enrichment. They do not need to operate separate scrapers, verification APIs, matching rules, retry queues, or export joins.

Why Apify's Google Maps price is only the first line item

The maintained Apify Google Maps Scraper uses pay-per-event pricing. The Starter plan rates below were published on October 10, 2026.

The base Actor is inexpensive when Maps rows are the finished product. The economics change when the acceptance rule includes a named person and verified contact data.

A realistic 1,000-business cost example

The following example assumes 1,000 billable events at each selected stage. Actual Apify spend varies with enabled settings and the number of contacts, phones, or profiles returned.

MapsData's $4.50 figure is the nominal rate when all 10,000 credits in the $45 Starter plan are used. The Growth plan works out to $2.30 per 1,000 at full use, and Scale works out to about $1.48 per 1,000. Unused credits do not roll over, so teams should choose a plan close to their monthly volume.

Apify's $19 Starter fee includes $19 of platform or Store usage rather than sitting on top of every run. Its overage remains pay as you go. The comparison above shows the consumption value of the events, not an extra subscription charge added to them.

The $15 basic stack uses a $1-per-1,000 community phone-validation Actor for format, carrier metadata, and line type. That Actor explicitly does not test live reachability or ownership. Deeper phone lookup can cost more. One current community Actor charges $25 per 1,000 lookups for carrier, line type, owner-name data in supported markets, fraud signals, and other phone intelligence.

The $43 comparison models the verification policy, not the cheapest possible Apify workflow. It uses Apify's $4 verification event as the first check. Hunter Starter costs $34 per month when billed annually and includes 2,000 credits per month. Hunter charges half a credit per verification, which produces an effective $8.50 per 1,000 checks at full use. ZeroBounce's pay-as-you-go minimum is $39 for 2,000 validations, or $19.50 per 1,000.

The three-provider stack in this comparison uses Apify's verifier, Hunter, and ZeroBounce at their published prices. Matching MapsData's verification policy requires three checks, three response models, and reconciliation logic.

The table does not assign a dollar value to engineering time. Someone still has to deduplicate records, decide whether two companies or people are the same entity, map provider-specific statuses, retry failed stages, and maintain the joins. At scale, that operating cost can matter more than the scraper charge.

The vdrmota/contact-info-scraper example

Apify users can also connect a separate contact Actor. `vdrmota/contact-info-scraper` is maintained by Apify and starts at $2 per 1,000 pages on Starter. It crawls websites for emails, phone numbers, and social links.

Its pricing page shows how the workflow can expand:

A business can require several crawled pages, such as its home, contact, about, team, or legal pages. The Actor charges by scraped page, not by deduplicated company. Browser rendering, residential proxies, long loads, person enrichment, verification, and social data can raise the cost further.

This Actor remains useful when website contact extraction is the job. Website extraction alone does not prove that an email belongs to the owner, that two sources refer to the same person, or that a phone number is a direct owner line. Those decisions require an identity model and evidence rules outside the scraper.

Where the two enrichment models differ

MapsData starts with the person behind the business

MapsData tries to resolve a supported owner or decision-maker, then keeps that person's contact fields separate from the company record. Contact and identity signals are checked across 7+ sources before export.

Apify's maintained Maps Actor can return person-level business leads. Its company-contact layer is website-based, while its legal-notice owner extraction is specifically documented for German, Austrian, and Swiss Impressum pages. Apify does not publish one standard method that cross-checks local owners across official records, company sources, business directories, partner data, and proprietary datasets in multiple markets.

Technical teams can build that method on Apify. They need to choose the sources, resolve conflicting entities, define owner and decision-maker roles, join outputs, and decide which evidence is strong enough to publish.

MapsData includes triple verification in the normal record

MapsData sends discovered emails through three verification providers as part of enrichment and returns one normalized status with each address. The current public plans include the verification step, and customers report bounce rates below 2% on live campaigns using verified results.

On the maintained Apify Maps Actor, email verification is a separate $4-per-1,000 event on Starter and requires business-leads enrichment to be enabled. Other Apify email-verification Actors and external APIs have their own methods and prices. Some check syntax and mail-server records; others attempt mailbox-level checks.

A buyer applying three independent checks must call three providers, normalize three status models, resolve disagreements, and decide how to handle catch-all or unknown results.

MapsData keeps owner phones separate from listing phones

Google Maps often provides a business line. That number may reach reception, a call center, or the front desk. MapsData preserves the listing phone and stores direct owner or decision-maker numbers separately, with line type where available.

Apify's lead Actors can return phone values. The selected Actor determines whether the number belongs to the business or person, whether its line type is available, and whether another source confirms it. Phone validation and line typing are separate from the maintained Google Maps Actor.

Community options range from inexpensive offline numbering-plan checks to paid lookup services. A custom pipeline must carry ownership, reachability, line type, and source distinctions through every join and export.

Social data is a different product decision

Apify's company-contact stage can return public social URLs found while crawling a company website. Detailed Facebook, Instagram, YouTube, TikTok, and X profile data is a separate billable event for each profile and requires company-contact enrichment. That adds profile data, but it does not create a standard cross-source process for deciding whether a profile, person, email, phone, and local business all refer to the same owner.

MapsData treats social profiles as one part of a wider identity and contact-enrichment system. It crawls available profiles and checks those signals alongside company websites, business directories, official records, partner data, private and proprietary datasets, and other public evidence. The goal is to find and cross-check owner and decision-maker contacts, not merely append social URLs.

The final record contains twelve named social-network fields beside the owner, decision-maker, verified emails, direct phones, website, and Maps data. The customer receives one matched business record instead of another profile dataset that must be joined and reconciled.

What does it take to build the same workflow on Apify?

A typical Apify pipeline for owner-level local-business leads needs these stages:

1. Run a Google Maps Actor for the target categories and locations.
2. Deduplicate place records and normalize company names, domains, phones, and addresses.
3. Crawl company websites for contact pages, team pages, and social links.
4. Add a person-level lead Actor or another identity provider.
5. Add any official-record or industry-register research needed for the target market.
6. Resolve conflicting names and roles across sources.
7. Verify emails and normalize each provider's status model.
8. Classify and validate phone numbers.
9. Run social Actors where website links are missing or deeper profile data is required.
10. Join the datasets into one stable CRM or outreach schema.

Apify provides APIs, schedules, tasks, webhooks, datasets, proxy products, browser automation, and an MCP server to support this work. That is a strong toolkit for developers.

The maintenance belongs to the buyer. Actor inputs and outputs can change, community Actors vary in support and quality, target websites change, and protected pages may require residential proxies, browser rendering, or Apify's separately priced Unblocker. Every additional stage needs retry rules, spend controls, monitoring, and data-quality checks.

What changes when the pipeline reaches production volume?

Apify applies account-level resource and concurrency limits. Its current default maximum number of concurrent Actor runs is 25 on Free, 32 on Starter, 128 on Scale, and 256 on Business. Combined memory across running jobs is capped at 16 GB, 64 GB, 256 GB, and 512 GB on those plans. Paid customers can ask Apify to raise some limits.

A six-stage lead workflow can consume several run slots for one logical job, so production teams need queues, backpressure, timeouts, idempotency, and a plan for partial failures.

Apify can run production scraping workloads. It is not advisable as a turnkey production local-lead system unless the team is prepared to operate the pipeline. A buyer must capacity-plan around concurrent runs and memory, queue work, control spend, retry partial failures, monitor every Actor, and keep each schema compatible with the next stage.

Higher default limits also require higher platform tiers. Scale costs $199 per month plus pay-as-you-go usage. Business costs $999 per month plus usage. MapsData's Scale plan is $295 per month for 200,000 lead credits, and customers buy completed lead volume rather than Actor RAM or concurrent-run capacity. These products price different jobs, but the distinction matters to a team that wants leads rather than scraping infrastructure.

Support is also split by Actor ownership. Apify's documentation says its team handles questions and issues for Apify-maintained Actors. For community-maintained Actors, the independent developer owns updates, bug fixes, reliability, and support.

When a workflow combines several Actors, an incident can cross several maintainers. The buyer must isolate the failing stage and open the relevant issue.

MapsData gives the customer one support path. Its team owns the search, identity resolution, private and premium source connections, email checks, phone typing, schema, and final export. That difference matters when a campaign deadline depends on the complete result rather than the availability of one scraper.

MapsData packages those stages behind one local-lead result model. The lower setup burden is the main product difference.

API and automation comparison

Both products support API workflows. Apify has the broader general-purpose automation platform. MapsData has the more specialized local-business lead API.

Which tool is the better fit by use case?

When Apify makes more sense

Choose Apify when your team needs scraping infrastructure. It is a good fit when raw Maps listings meet the brief, developers want control over each stage, or the project spans many websites and data types.

Apify also makes sense when you already have a working identity, enrichment, verification, and normalization layer. In that setup, Apify can supply reliable extraction components without forcing a fixed lead schema.

When MapsData makes more sense

Choose MapsData when a lead is only useful after you know who is behind the business and how to contact them. The platform is designed for agencies, SDR teams, appointment setters, consultants, and developers targeting local businesses.

MapsData gives those teams one record with the business, owner or decision-maker, direct contact fields, triple-verification results, phone typing, twelve social fields, and Maps context. Its proprietary matching system checks 7+ public, official, partner, licensed, private, and proprietary source categories. The data is researched on demand, and one team owns the result from discovery through export.

Its current paid plans include the available enrichment pipeline instead of pricing each field as a separate event. That makes costs easier to forecast and removes the engineering burden of maintaining scrapers, enrichment providers, verification services, entity joins, concurrency queues, and several support relationships.

Conclusion: MapsData or Apify for local-business leads?

MapsData is the better Apify alternative for owner-level local-business outreach and production lead generation. It costs less for a comparable verified result, requires less setup, and returns a record designed around the owner or decision-maker rather than a collection of Actor outputs.

Apify remains the stronger choice for general web scraping, custom data products, and raw Google Maps extraction. Its breadth is valuable. For production local-lead generation, the buyer must also own the enrichment providers, verification stack, source licensing, entity matching, concurrent-run capacity, memory limits, retries, joins, monitoring, and incident response.

For an agency or sales team, the practical test is simple. If the campaign accepts a business name, website, and listing phone, use Apify. If it requires a named person, a verified email, a direct phone, and clear field provenance, use MapsData.

Start a free MapsData search with up to 100 leads. No credit card required.

Frequently asked questions

Is MapsData an Apify alternative?

Yes. MapsData is an Apify alternative for Google Maps lead generation and local-business enrichment. MapsData is specialized around owner and decision-maker contacts. Apify is a wider scraping and automation platform with Actors for Maps, websites, social networks, email, and many other data sources.

Does Apify find business owners?

Apify can return person-level business leads through selected Actors and add-ons. Its maintained Google Maps Actor also extracts owners or managing directors from Impressum pages in Germany, Austria, and Switzerland. Apify does not document one standard, multi-market owner-identification method across every Actor or local-business record.

Does Apify find emails from Google Maps?

Apify can add emails to Google Maps results. The maintained Maps Actor charges separately for company-contacts enrichment, which extracts details from the company website, and business-leads enrichment, which can return a person's work email. Both are disabled by default.

Does Apify verify emails?

Yes. The maintained Google Maps Actor has a paid email-verification add-on that requires business-leads enrichment. Apify also has separate verification Actors. Matching MapsData's three-provider policy requires two additional providers plus logic to normalize statuses and resolve disagreements.

How much does an outreach-ready Apify lead list cost?

On Apify Starter, 1,000 Maps places cost $3, company contacts cost $2, business leads cost $5, email verification costs $4, and a phone line-type Actor costs $1 per 1,000. That basic stack totals about $15. The article's comparable three-provider verification example reaches about $43 before detailed social profiles, deduplication, entity matching, joins, and maintenance.

Is MapsData cheaper than Apify?

MapsData is cheaper for the comparable owner-level workflow at full monthly plan usage. The $45 Starter plan includes 10,000 lead credits, or $4.50 per 1,000 requested businesses. The basic Apify example reaches about $15 with one email check and phone typing. A three-provider verification example reaches about $43. Apify remains cheaper when the job stops at raw Maps extraction.

Does Apify include social profiles?

Apify can return company-site social URLs and sell detailed Facebook, Instagram, YouTube, TikTok, and X profile data as another billable event. MapsData goes further for local prospecting: it checks social signals alongside 7+ public, official, partner, private, and proprietary source categories to match profiles and contact details to the correct business owner or decision-maker.

Which tool is better for developers?

Apify is better for developers building general web-scraping systems across many targets. MapsData is better for developers who want a single API for local-business discovery, owner and decision-maker enrichment, contact verification, and structured output.

Is Apify suitable for a production lead pipeline?

Apify can support a production lead pipeline when a technical team owns the orchestration. It is not advisable as a turnkey local-lead system for a team that does not want to manage fixed concurrency and memory limits, usage controls, independent Actors, queues, retries, schema normalization, and several support owners. MapsData is the production-ready option when the required output is an outreach-ready local-business lead rather than scraping infrastructure.

Can I use Apify and MapsData together?

Yes. Apify can collect a custom business set from Maps or another website. MapsData can then enrich selected businesses using their names and websites. This hybrid workflow suits teams that need Apify's extraction breadth and MapsData's owner-level result model.