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

Bright Data offers a broad public web data stack, including proxies, scraping APIs, and datasets. Teams collecting data across many sources may need that infrastructure; a local prospecting team may prefer a dedicated Google Maps workspace.

This guide compares seven alternatives by the work they handle. G Maps Crawl now offers hosted jobs, saved datasets, enrichment, REST, and MCP alongside its browser extension. Compare that complete workflow with enterprise infrastructure and broader search APIs before choosing a replacement.

Quick Comparison

Prices are in USD; monthly billing is shown unless an annual commitment is stated. Records, API requests, export credits, and infrastructure credits are different billing units. Follow each pricing link for current limits and terms.

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 Crawl

G Maps Crawl is a focused Bright Data alternative for teams collecting Google Maps business data. It covers both a hosted workspace for prospecting and REST/MCP for integrations, so choosing it does not mean giving up cloud execution or programmatic search.

What G Maps Crawl includes:

• Hosted Online jobs and saved datasets. Submit multiple keywords within your plan's task limit. Jobs continue after you close the browser, and results stay available in your workspace.
• Contact enrichment and flexible exports. Paid Online plans add email and social discovery from business websites, selectable export fields, and CSV, Excel, or JSON files. Contact availability depends on the source.
• Browser collection. The separate Chrome and Edge Extension supports searches and file exports from a browser workflow.
• Synchronous REST search. The Search API returns up to 20 businesses per request as JSON in the same response, without job polling. Optional extra: true requests available website contact enrichment. Test keys return simulated data without live usage.
• MCP and an agent Skill. The MCP server and Google Maps data Skill connect business search to compatible agents. MCP uses your API allowance and returns structured results; it does not provide a file-export or email-sending tool.
• Prospect qualification tools. The website presence finder classifies listing website links, review opportunities filters observed review counts and supports peer comparison when the sample allows it, and the sales territory builder helps qualify businesses and exclude existing accounts.

The business tools show evidence and keep unknown data separate from matches. A missing listing website link does not prove that no website exists. Their public previews inspect up to 100 businesses and display up to 20 rows; adjusting filters reuses the sample. Public previews share up to three accepted requests per UTC day, subject to admission controls.

Search results can include business names, categories, addresses, coordinates, phones, websites, hours, ratings, review counts, and available review and photo data. Online and API do not support standalone review or photo jobs.

Where Bright Data may fit better: Bright Data serves broader proxy, dataset, and public web data requirements. Choose it when those products and your vendor requirements matter beyond Google Maps. G Maps Crawl does not replace a general proxy or unblocking service.

Pricing by product:

• Online: Free includes 1,000 records/month and up to two keywords per task, without contact enrichment or file exports. Lite is $19/month for 20,000 records and up to five keywords per task, including enrichment and CSV/Excel/JSON exports. Higher plans increase the record and keyword allowances.
• Extension: Free includes 1,000 records/month. Professional is $39/month for 100,000; Business is $99/month for 500,000.
• API and MCP: Free includes 20 requests/month. Basic is $15/month for 1,000; Professional is $65/month for 5,000. Paid overage and higher-volume plans are listed on the pricing page.

Online, Extension, and API subscriptions have separate allowances; MCP shares API usage. Online counts accepted unique records, while each successful API search page counts as one request, including an empty page. A request can return fewer than 20 businesses.

Best for: Sales and agency teams that want a managed Maps workflow, plus developers who need a focused business search API.

The tradeoff: You get a dedicated Maps collection and qualification workflow. Choose Online, Extension, or API according to how you want to run searches and use the results.

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: Web Scraper API pricing depends on the target, response type, and volume. Check the current trial and product-specific rates; a headline infrastructure rate does not establish the cost of an enriched Google Maps dataset. See official pricing.

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 API uses target- and response-dependent pricing. HTTP and browser-rendered responses have different rates, and minimum commitments affect discounts. Use the official calculator for the websites and features in your workload. See official pricing.

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: Free includes a small platform allowance. Starter is $19/month plus pay-as-you-go usage. Estimate the selected Actor, compute, proxies, storage, and transfer costs rather than treating the subscription as an unlimited scrape allowance. See official pricing.

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: The trial includes 1,000 API credits. Hobby is $19/month for 75,000 credits. Rendering, premium proxies, and dedicated endpoints can use different credit amounts, so credits are not equivalent to business records. See official pricing.

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: Business Data API uses usage-based billing, with endpoint and priority affecting the rate. The minimum account payment is $50. Budget separately for business profiles and reviews rather than treating a profile price as the cost of every endpoint. See official pricing.

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: A free plan and paid monthly search plans are available. Compare successful-search allowances, throughput, and the specific Maps or search endpoint required for your application. See official pricing.

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 Crawl if your source is Google Maps and you want hosted collection, prospect qualification, paid exports, or REST/MCP without assembling a broader proxy and data stack.

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.

Recommendation

Choose G Maps Crawl when Google Maps prospecting is the job: hosted searches, saved datasets, paid contact enrichment and exports, plus REST/MCP for integrations. Its website, review, and territory tools also help turn listings into a focused research list.

For broader collection infrastructure, compare Bright Data with Oxylabs, Zyte, and ScrapingBee. Apify suits custom hosted automations; DataForSEO and SerpApi deserve evaluation when search and SEO endpoint coverage drives the decision.