7 Best Bright Data Alternatives for Google Maps Scraping (2026)

Bright Data is built for serious public web data work: proxies, SERP APIs, unlockers, datasets, and enterprise buying processes. That is valuable when the problem is scale. It can also be too much when the problem is simply building a clean local lead list from Google Maps.

This guide compares seven popular Bright Data alternatives for Google Maps scraping, local lead generation, and adjacent data workflows. G Maps Scraper is ranked first because it is the most direct option when the core job is extracting businesses from Google Maps into a usable file.

Some alternatives are focused local lead tools. Some are APIs. Some are broader scraping or sales automation platforms. The right choice depends on whether you want a finished spreadsheet, a developer API, a broader enrichment workflow, or enterprise-grade infrastructure.

Quick Comparison

How We Chose These Bright Data Alternatives

For this list, I compared tools that can replace a different slice of Bright Data: focused Google Maps scraping, enterprise scraper APIs, search data APIs, or developer infrastructure without the full platform weight.

The criteria were:

• Clear relevance to Google Maps scraping, local business data, lead generation, or the next step after a lead list.
• Enough market visibility to be worth evaluating.
• Public product pages, docs, or pricing pages that make the workflow understandable.
• A real reason to choose the product over Bright Data: simpler exports, better Google Maps focus, API-first access, broader automation, stronger enrichment, or enterprise infrastructure.

1. G Maps Scraper

G Maps Scraper is built for one job: turning Google Maps searches into clean local lead lists. Search a category and location, run the extension, then export CSV, JSON, or Excel with names, categories, addresses, coordinates, phone numbers, websites, ratings, reviews, images, emails, and social profiles.

What G Maps Scraper does well:

• Fast no-code workflow from map search to export.
• Google Maps-first fields instead of generic scraped HTML.
• Email and social profile discovery for more useful outreach lists.
• Simple CSV, JSON, and Excel exports for spreadsheets and CRMs.
• Predictable free, Professional, and Business plans.

Where it is weaker than Bright Data: G Maps Scraper is not a replacement for Bright Data's proxy network, Web Unlocker, or enterprise data infrastructure. It replaces the local lead extraction use case, not the whole platform.

Pricing: Free plan with 1,000 leads per month. Professional is $39/month for 100,000 leads per month. Business is $99/month for larger extraction volume.

Best for: Sales teams, agencies, local marketers, recruiters, founders, and researchers who mainly need Google Maps business data.

The tradeoff: You trade a broad scraping platform for a focused lead extraction workflow. If Google Maps is the source, that is usually a good trade.

2. Oxylabs

Oxylabs offers scraper APIs, residential and datacenter proxies, unblockers, and enterprise web intelligence infrastructure for extracting public data at scale.

What Oxylabs does well:

• Mature proxy and scraping infrastructure.
• Web Scraper API with pay-for-successful-results positioning.
• Enterprise support and compliance posture.
• Useful for teams scraping many protected public sites.
• Good alternative when infrastructure quality is the priority.

Where it is weaker than Bright Data: Compared with Bright Data, Oxylabs is less focused on finished Google Maps lead exports. It can be stronger for custom scraping, enrichment, or automation, but it may require more setup before you have a clean prospecting list.

Pricing: Oxylabs advertises Web Scraper API pricing from $0.25 per 1,000 results and a free trial with up to 2,000 results, with other products priced separately.

Best for: Enterprise engineering and data teams that need scraping infrastructure, proxies, and support.

The tradeoff: Oxylabs is infrastructure. It usually needs developers and is heavier than a focused Google Maps lead tool.

3. Zyte

Zyte API combines automatic unblocking, browser rendering, proxy management, and AI extraction to simplify custom web scraping for developers.

What Zyte does well:

• Unified API for unblocking, browser rendering, and extraction.
• Usage-based pricing for successful responses.
• AI extraction options for structured data from public pages.
• Good fit for teams replacing custom scraping infrastructure.
• Experienced vendor in the web scraping ecosystem.

Where it is weaker than Bright Data: Compared with Bright Data, Zyte is less focused on finished Google Maps lead exports. It can be stronger for custom scraping, enrichment, or automation, but it may require more setup before you have a clean prospecting list.

Pricing: Zyte advertises pricing from $0.06 per 1,000 successful responses, with pay-as-you-go rates that vary by response type and features.

Best for: Developers who want managed scraping infrastructure with extraction assistance.

The tradeoff: Zyte is excellent for custom scraping programs, but non-technical teams still need an app layer for prospecting workflows.

4. Apify

Apify is a full web scraping and automation platform with a large Actor marketplace, serverless runs, proxies, datasets, storage, APIs, and webhooks.

What Apify does well:

• Huge marketplace of ready-made Actors.
• Supports custom scraping logic in hosted runs.
• Scheduling, datasets, storage, and webhooks in one platform.
• Good fit for many unrelated scraping targets.
• Developers can build and monetize their own Actors.

Where it is weaker than Bright Data: Compared with Bright Data, Apify is less focused on finished Google Maps lead exports. It can be stronger for custom scraping, enrichment, or automation, but it may require more setup before you have a clean prospecting list.

Pricing: Apify has a free plan and a $29/month Starter plan plus pay-as-you-go usage. Real cost depends on Actors, compute units, proxies, storage, and data transfer.

Best for: Developers and data teams that need one flexible platform for many scraping and automation jobs.

The tradeoff: Apify is powerful, but it can be more platform than a simple Google Maps lead workflow needs.

5. ScrapingBee

ScrapingBee is a web scraping API for developers. It handles JavaScript rendering, headless Chrome, proxy rotation, screenshots, geotargeting, and anti-bot work behind a simple API call.

What ScrapingBee does well:

• Simple API for fetching rendered pages reliably.
• JavaScript rendering and headless browser support.
• Proxy rotation, geotargeting, and screenshots.
• Credit-based pricing that is easy to estimate.
• Good fit for custom scraping code and monitoring workflows.

Where it is weaker than Bright Data: Compared with Bright Data, ScrapingBee is less focused on finished Google Maps lead exports. It can be stronger for custom scraping, enrichment, or automation, but it may require more setup before you have a clean prospecting list.

Pricing: ScrapingBee offers 1,000 free credits. Paid plans start at $49/month for the Freelance plan and scale by credit volume and features.

Best for: Developers who need scraping infrastructure without managing browsers, proxies, and anti-bot handling themselves.

The tradeoff: ScrapingBee gives developers infrastructure, but it does not turn Google Maps into a lead list without custom extraction logic.

6. DataForSEO

DataForSEO is an API vendor for SEO, SERP, keyword, backlinks, ecommerce, app, and business data. Its Business Data API includes Google Business profiles, Google Reviews, and other review sources.

What DataForSEO does well:

• Structured APIs with predictable request and response patterns.
• Useful for local SEO, rankings, reviews, and analytics workflows.
• Broad SEO API catalog beyond Google Maps.
• Clear usage-based pricing pages.
• Strong developer documentation and payload consistency.

Where it is weaker than Bright Data: Compared with Bright Data, DataForSEO has its own opinionated workflow and data model. Check whether its fields, export limits, API limits, and pricing shape match the way your team actually builds lead lists.

Pricing: DataForSEO uses pay-as-you-go pricing with a $50 minimum payment. Public pricing lists Google Business profile data from $0.0015 per profile for standard priority and $0.003 per profile for priority.

Best for: SEO software teams, agencies, data teams, and developers building local ranking, review, or analytics products.

The tradeoff: DataForSEO gives you APIs, not a finished prospecting app. Non-technical users will usually need a simpler interface.

7. SerpApi

SerpApi provides APIs for search result pages, including a Google Maps API endpoint. Developers send requests and receive structured map result data without maintaining parsers or browsers.

What SerpApi does well:

• Dedicated Google Maps API endpoint.
• Simple request model for developers already using APIs.
• Useful alongside other SERP and search APIs.
• Good fit for local rankings and programmatic map result tracking.
• Less operational overhead than maintaining custom scrapers.

Where it is weaker than Bright Data: Compared with Bright Data, SerpApi has its own opinionated workflow and data model. Check whether its fields, export limits, API limits, and pricing shape match the way your team actually builds lead lists.

Pricing: SerpApi offers a free account and paid API plans based on search volume. Check the current pricing page before estimating production cost.

Best for: Developers building local search, SEO, monitoring, or analytics tools that need structured Google Maps results.

The tradeoff: SerpApi is API-first and developer-oriented. It is not a one-click lead export product for sales teams.

When You Should Stay With Bright Data

Stay with Bright Data if procurement, compliance, large-scale public web data collection, and proxy infrastructure are central to the project.

No alternatives list should pretend that the seed product is never the right choice. Bright Data may still be the best fit if its current workflow, pricing model, integrations, and data coverage already match your team.

Which Bright Data Alternative Should You Choose?

Choose G Maps Scraper if you mainly need Google Maps business data and want the fastest path to CSV, JSON, or Excel.

Choose Oxylabs if your team needs enterprise scraper APIs, proxies, and support.

Choose Zyte if you want a managed scraping API with unblocking, browser rendering, and extraction help.

Choose Apify if you need an Actor marketplace and hosted automation for many websites.

Choose ScrapingBee if developers need rendering, proxies, screenshots, and raw page access behind an API.

Choose DataForSEO if you are building a local SEO, review monitoring, or analytics product with structured APIs.

Choose SerpApi if you need a developer-friendly Google Maps or SERP API.

Bottom Line

For Google Maps lead extraction, G Maps Scraper is the simplest Bright Data alternative. For infrastructure, compare Oxylabs, Zyte, ScrapingBee, and Apify. For structured SEO and search data, DataForSEO and SerpApi are the cleaner API-first choices.

If your main requirement is simple Google Maps lead extraction with business names, phone numbers, websites, emails, reviews, ratings, images, social profiles, and clean exports, G Maps Scraper is the best place to start. It is narrower than many tools on this list, and that is exactly why it is easier to use for local prospecting.