Best Apify Alternatives for Google Maps Leads and Scraping

The best Apify alternative depends on why Apify feels like too much.

If you need a broad scraping platform, Apify is hard to replace directly. It gives developers Actors, APIs, schedules, datasets, integrations, and automation infrastructure. But if your actual job is local lead generation, you may not need a platform. You may need a finished prospecting workflow.

For agencies and sales teams that want outreach-ready local leads, LocalProspects.ai is our top overall Apify alternative because it combines Google Maps business data with owner names, verified emails, phone-line intelligence, social profiles, and website content in one export.

Developers who want another infrastructure-style option should compare Bright Data, SerpAPI, and DataForSEO. Teams that want simpler Google Maps exports should look at Outscraper or Scrap.io.

Quick Picks: Best Apify Alternatives by Use Case

Alternative	Best for	Why choose it	Watch-outs
LocalProspects.ai	Outreach-ready local leads	Search, enrichment, verified emails, owner names, phone types, website text, API access, and CSV export	Narrower than Apify because it is purpose-built for local prospecting
Apify	Custom scraping infrastructure	Actors, APIs, scheduling, datasets, webhooks, and many website-specific scrapers	Lead enrichment may require multiple Actors or outside tools
Outscraper	Occasional pay-as-you-go Maps scraping	Straightforward Google Maps extraction and optional add-on data services	Contacts, verification, phone lookup, reviews, and photos can be separately billed
Scrap.io	Map-focused filtering	Google Maps extraction, advanced filters, emails, socials, API access, and integrations	Less flexible than a general scraping platform
Bright Data	Enterprise scraping infrastructure	Structured extraction, proxies, anti-blocking, and scale	More engineering-oriented than no-code lead generation
SerpAPI or DataForSEO	Search and local data APIs	Structured responses for applications, SEO tools, and data products	Not finished sales-prospecting exports by default
Octoparse	No-code custom scraping	Visual scraper builder, cloud extraction, scheduling, templates, and exports	Custom scrapers can require maintenance
PhantomBuster	Multi-platform prospecting automation	Automations across Maps, LinkedIn, social profiles, enrichment, and outreach	Execution-time and slot limits may not fit pure Maps volume
Lobstr.io	Budget scheduled scraping	Cloud scraping, API access, and low entry pricing	Complete enrichment can consume multiple credits per business
D7 Lead Finder	Simple local lead lists	Keyword-and-location searches with business and contact fields	Less customizable than Apify and less enriched than outreach-first tools
Prospeo	Email enrichment after scraping	Finds and verifies emails from names or domains	Not a scraping platform replacement

LocalProspects.ai documents owner-name discovery, email verification, phone type and carrier data, website crawling, API access, and CSV export as part of its standard pipeline. Its published plans start at $39 month-to-month for 10,000 leads, or $29 per month on annual billing. (LocalProspects.ai)

Why Teams Look for an Apify Alternative

Apify is powerful because it is a platform, not a single tool.

Its Google Maps Data Extractor supports keyword, category, location, and URL-based searches, and can be run through API-driven workflows, schedules, datasets, and integrations. (Apify)

That flexibility is valuable for developers. It can become friction for local lead generation teams that just want the finished data.

Common reasons teams look for Apify alternatives include:

• Too many Actors to choose from
• Variable pricing or event-based cost modeling
• Inconsistent schemas across Actors
• Need for separate email verification
• Need for owner-name discovery
• Need for phone type and carrier data
• Need for website text and service-page context
• Preference for no-code search and CSV export
• Desire for a purpose-built lead generation product

The key question is whether you want to build the lead pipeline or use the lead pipeline.

How to Choose the Right Apify Alternative

Apify can be compared from two angles:

1. As scraping infrastructure
2. As a way to get local business leads

The right alternative depends on which job matters more.

If you need scraping infrastructure

Look for:

• API quality
• scheduling
• webhooks
• datasets or storage
• proxy handling
• retries and anti-blocking
• scale and concurrency
• pricing predictability
• target-site coverage

Bright Data, SerpAPI, DataForSEO, Octoparse, and some Apify competitors fit this bucket.

If you need local leads

Look for:

• Google Maps business data
• business website
• emails and verification status
• phone type and carrier
• owner or decision-maker signals
• social profiles
• website text
• services and selling points
• CSV export
• stable API fields

LocalProspects.ai, Scrap.io, Outscraper, D7 Lead Finder, Lobstr.io, and PhantomBuster fit this conversation more directly.

If you need both

Some teams need a hybrid: API-driven local lead generation with predictable fields. In that case, compare not only the scraper, but the amount of glue code needed after the scrape.

Every transformation step has a hidden cost.

Top Apify Alternatives Compared

1. LocalProspects.ai: Best overall for outreach-ready local leads

LocalProspects.ai is the best Apify alternative when your reason for using Apify is "we need Google Maps leads," not "we need a general scraping platform."

Instead of selecting an Actor, tuning a run, exporting a dataset, and building enrichment logic, LocalProspects gives you a narrower workflow:

1. Search a niche and location.
2. Pull local businesses.
3. Crawl websites.
4. Extract owner names, emails, phones, socials, website pages, tech, services, and summaries.
5. Verify and classify contact fields.
6. Export a CRM-ready CSV or use the API.

Each result can include Google Maps data, owner names, email verification statuses, phone line type, phone carrier, social profiles, logos, and text from up to five website pages. (LocalProspects.ai)

Published pricing is:

Plan	Month-to-month	Annual equivalent	Included leads
Starter	$39/month	$29/month	10,000/month
Agency	$97/month	$79/month	50,000/month
Scale	$297/month	$229/month	200,000/month

All plans include the full enrichment pipeline, API access, and CSV exports. (LocalProspects.ai)

Choose LocalProspects.ai when: You want local business leads with enrichment already attached.

Do not choose it when: You need to scrape many unrelated websites beyond local prospecting.

2. Bright Data: Best enterprise infrastructure alternative

Bright Data is the closest philosophical alternative when Apify is being used as scraping infrastructure.

Its Google Maps Scraper API is built for structured extraction while handling proxies, blocking, CAPTCHA challenges, and scale. (Bright Data)

This is useful if your engineering team wants infrastructure it can build around. It is less useful if a sales team wants a no-code lead list with verified emails and owner context.

Choose Bright Data when: You need scalable web data infrastructure.

Do not choose it when: You want a finished local prospecting workflow.

3. Outscraper: Best for pay-as-you-go Maps exports

Outscraper is a simpler choice when the main job is Google Maps extraction.

It supports Google Maps exports, API access, advanced filters, contact extraction, reviews, and multiple export formats. Its pay-as-you-go pricing can be attractive for irregular jobs. (Outscraper)

The tradeoff is that contacts, verification, phone lookup, reviews, and photos can be separate billing units. A finished lead may cost more than the base scrape.

Choose Outscraper when: You want occasional Google Maps exports without running a platform.

Do not choose it when: You need enrichment, verification, and outreach fields bundled into each record.

4. Scrap.io: Best for map filtering and lead extraction

Scrap.io is a strong Apify alternative when you want a focused Google Maps lead extraction product instead of a broad Actor marketplace.

It highlights Google Maps extraction, website data, emails, social URLs, website technology detection, contact-form presence, geographic searches, Make.com integration, a Chrome extension, and API access. (Scrap.io)

Its Basic plan is listed at $49 per month for 10,000 leads, with higher plans for larger search needs. (Scrap.io Pricing)

Choose Scrap.io when: You want strong local-business filtering and extraction without assembling Actors.

Do not choose it when: You need the broader scraping flexibility that Apify provides.

5. SerpAPI and DataForSEO: Best for search and local APIs

SerpAPI and DataForSEO are good alternatives when developers need structured API responses rather than web automation.

SerpAPI exposes Google Maps results through a documented API. DataForSEO offers business listings, Maps, local search, and reviews APIs with task-and-item pricing. (SerpAPI) (DataForSEO)

They are strong for data products, rank tracking, local SEO tools, directories, and market intelligence. They are not complete lead generation systems unless you build enrichment on top.

Choose SerpAPI or DataForSEO when: You are building software around structured search or local business data.

Do not choose them when: You want emails, owner names, and outreach context out of the box.

6. Octoparse: Best no-code alternative for custom scraping

Octoparse is a visual scraping platform for people who want custom extraction without writing code.

It supports local and cloud extraction, scheduling, templates, multiple export formats, and API access on paid plans. (Octoparse)

It is less developer-native than Apify, but more approachable for non-technical users building custom scrapers.

Choose Octoparse when: You want a visual scraper builder for multiple websites.

Do not choose it when: You want developer-first automation or a finished local lead product.

7. PhantomBuster: Best for social and outreach automation

PhantomBuster overlaps with Apify on automation, but it is more centered on prospecting workflows across Maps, LinkedIn, social profiles, and enrichment.

Its Google Maps Search Export can pull business and location details from a Maps URL or search. (PhantomBuster Support)

The pricing model is based on execution time, automation slots, and included credits, so compare it against the number of records you actually expect to process. (PhantomBuster)

Choose PhantomBuster when: You want Maps extraction connected to broader social or outreach workflows.

Do not choose it when: You only need high-volume Maps records at predictable per-row cost.

8. Lobstr.io: Best budget scheduled scraper

Lobstr.io provides cloud scraping, API access, and scheduling. Its Google Maps Leads Scraper can export local businesses and add website email extraction and verification. (Lobstr)

It can be inexpensive at the entry level, but credits must be understood carefully because base extraction, email extraction, and verification can each consume credits.

Choose Lobstr.io when: You want budget cloud scraping and can manage credits.

Do not choose it when: You want predictable all-in enriched lead counts.

9. D7 Lead Finder: Best simple local lead finder

D7 Lead Finder is simpler than Apify.

Its public API docs list keyword-and-location lead search fields such as business name, phone, website, email, category, address, review fields, social URLs, Instagram metrics, technology flags, and Google rank. (D7 Lead Finder)

That makes it more approachable for simple local lead exports, but less flexible than Apify and less enriched than outreach-first alternatives.

Choose D7 Lead Finder when: You want basic local lead searches and manual follow-up.

Do not choose it when: You need custom scraping workflows or deeper enrichment.

10. Prospeo: Best email layer after an Apify scrape

Prospeo is not a scraping platform replacement. It is useful after you already have names, domains, or company records from Apify or another scraper.

It can help find and verify emails, which is often one of the missing steps after a raw scrape. (Prospeo)

Choose Prospeo when: Apify gives you the companies but not the usable emails.

Do not choose it when: You still need business discovery or scraping infrastructure.

Pricing: Compare Build Cost, Not Just Platform Cost

Apify alternatives can look cheap or expensive depending on whether you include the work after extraction.

For a local lead workflow, include:

Cost component	Include it when
Base extraction	You pay per place, run, task, search, or result
Actor or scraper selection	Your team must test and maintain scraper choices
Contact finding	Emails are not included in the base output
Email verification	Deliverability checks happen somewhere else
Phone lookup	Line type or carrier data requires another service
Website crawl	You need page text for personalization
Schema cleanup	Fields vary across Actors or vendors
Manual QA	Someone must remove duplicates, irrelevant rows, and bad contacts

Then calculate:

Cost per usable lead = data cost + enrichment cost + engineering time + cleanup time / usable leads

Apify can be a great deal for teams with existing infrastructure. It can be overkill for teams that only need a local prospect list.

Apify vs Alternatives: Which Should You Choose?

Choose Apify when you want a flexible platform for scraping and automation.

Choose LocalProspects.ai when the end product is an outreach-ready local lead list.

Choose Bright Data when you need enterprise-grade scraping infrastructure.

Choose Outscraper when you want occasional Google Maps exports without a monthly commitment.

Choose Scrap.io when local-business filtering is the main requirement.

Choose SerpAPI or DataForSEO when you are building an application around structured search or local data.

Choose Octoparse when you want visual, no-code scraping.

Choose PhantomBuster when Maps scraping is part of a broader social or outreach automation flow.

Choose Prospeo when email enrichment is the missing piece after scraping.

Can Google Places API Replace Apify?

For some location-aware application use cases, yes. For broad scraping and enrichment workflows, usually no.

Google's Text Search API returns a limited set of results across pages, uses field masks, and does not provide emails, owner names, or the enrichment fields that sales teams usually need. (Google for Developers)

The Google Places API is better suited to store locators, search experiences, and map-powered applications than to general web scraping or finished lead generation.

Legal, Compliance, and Data Quality Considerations

This section is general information, not legal advice.

Scraping, exporting, storing, and using business data can involve platform terms, privacy laws, anti-spam rules, and contract restrictions. Google Maps Platform terms place limits on scraping and bulk export of Maps content. (Google Cloud)

Commercial email outreach also creates obligations. In the United States, CAN-SPAM requires accurate headers, non-deceptive subject lines, a physical postal address, opt-out handling, and honoring unsubscribe requests within 10 business days. (Federal Trade Commission)

Before scaling a workflow, run a small representative test. Compare coverage, duplicate rate, website match rate, email deliverability, owner-name rate, phone quality, and the amount of cleanup required.

Frequently Asked Questions

What is the best Apify alternative overall?

For local lead generation, LocalProspects.ai is our best overall Apify alternative because it replaces a multi-step Maps scrape and enrichment workflow with one search, enrichment, API, and CSV export process.

Is Apify still the best option for developers?

Often, yes. Apify is a strong choice when developers want Actors, APIs, schedules, datasets, webhooks, and broad scraping coverage. It is less ideal when the team wants a finished local lead list without pipeline assembly.

Which Apify alternative is closest to Apify?

Bright Data is closest from an infrastructure angle. Octoparse is closest for no-code custom scraping. SerpAPI and DataForSEO are closer for structured search and local data APIs.

Which Apify alternative is best for Google Maps leads?

LocalProspects.ai is best when the output needs verified emails, owner names, phone intelligence, and website context. Scrap.io is strong when geographic and business filters matter most. Outscraper is strong for occasional pay-as-you-go Maps exports.

Which Apify alternative is best for verified emails?

Use LocalProspects.ai when you want business discovery and verified emails in the same workflow. Use Prospeo when you already have companies or domains from another scraper.

How should I compare Apify alternatives?

Decide whether you are buying infrastructure or finished leads. Then compare total cost per usable record, including extraction, enrichment, verification, engineering time, schema cleanup, and manual QA.

Final Verdict

There is no one best Apify alternative because Apify serves more than one job.

• LocalProspects.ai is best for outreach-ready local leads.
• Apify remains strong for developer-led scraping and automation.
• Bright Data is best for enterprise scraping infrastructure.
• Outscraper is useful for occasional Google Maps exports.
• Scrap.io is strong for local-business filtering and extraction.
• SerpAPI and DataForSEO are strong for structured local/search APIs.
• Octoparse is useful for no-code custom scraping.
• PhantomBuster is useful for social and outreach automation.
• Prospeo is useful for email enrichment after scraping.

The deciding question is:

Do you want to assemble a data pipeline, or do you want the local lead dataset already assembled?

If you want the finished local prospecting workflow, LocalProspects.ai is built for that narrower job.