Bright Data Alternative: 8 Tools Compared (2026)

Most "Bright Data alternative" articles are written for developers. They compare proxy pool sizes, request latency, and API authentication methods. That's useful, but it misses the bigger question most sales and marketing teams are actually asking:

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Which tool helps me find verified business leads, faster?

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Bright Data is a powerful data collection platform. It can scrape almost anything at almost any scale. But for a sales team trying to build a list of local contractors, a marketer looking for B2B prospects from Google Maps, or a founder trying to automate outreach without hiring an engineer, Bright Data is a lot of infrastructure for what is, at its core, a prospecting problem.

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This guide approaches the comparison differently. Yes, we'll cover proxy networks, SERP APIs, and pricing. But we'll also ask: which of these tools actually gets you to a usable lead list? Where does raw data collection end and sales intelligence begin? And when does it make more sense to skip the scraping stack entirely?
Need business contacts, not raw HTML? Leads-Sniper extracts verified prospect lists from Google Maps, Google Search, Yellow Pages, and business domains. No scraping infrastructure required. Start free

Quick Comparison Table

Pricing reflects publicly listed rates at time of writing. Confirm current pricing directly with each provider before purchasing.

What Is Bright Data?

Bright Data is one of the largest proxy and web data collection platforms available, trusted by enterprises for large-scale data extraction across residential, datacenter, ISP, and mobile IP networks. It offers a Web Scraper API with over 1,500 ready-made scrapers, a SERP API, a Dataset Marketplace, a Web Scraper IDE, and pre-scraped datasets for purchase.
Who uses it: Enterprises running data operations at scale, including market research firms, ad verification companies, price intelligence teams, and AI training data pipelines. It's built for teams with dedicated engineering resources who need raw data in volume.
Strengths:

• Enormous scale and IP diversity across 195 countries
• Broad product ecosystem (proxies, scraper APIs, datasets, IDE, Bright Insights)
• Strong compliance infrastructure, useful for regulated industries
• Over 1,500 ready-made scrapers for popular platforms
  Limitations:
• KYC (Know Your Customer) onboarding is required before getting started, which can add processing time
• Pricing spans multiple products with different unit costs, which can make cost forecasting complex
• According to recent third-party benchmarks (Proxyway, 2026), response times are approximately 1.12s, which is solid but not the fastest among current providers
• No native lead generation workflow; output is raw data that requires additional processing before use in sales
• Steeper learning curve for non-technical users or smaller teams
  The core gap for sales teams: Bright Data is optimized for data collection infrastructure rather than a complete sales prospecting workflow. There is no built-in enrichment, filtering by industry or employee count, or export to CRM. A sales rep cannot log in to Bright Data and walk away with a list of verified prospects an hour later.

Why Sales Teams Look for a Bright Data Alternative

The reasons developers and sales teams shop for alternatives are completely different.
Developers usually leave because of pricing complexity, onboarding friction (the KYC process), or because they want a simpler API. Those are valid reasons, and the alternatives section covers them.
But sales teams, marketers, and growth operators often reach the same conclusion for a different reason: Bright Data is optimized for data collection infrastructure rather than a complete sales prospecting workflow.
Here's what the typical sales prospecting workflow looks like when you try to use Bright Data for lead generation:
The long path with Bright Data:

1. Complete KYC onboarding (timing varies; may take additional processing time)
2. Configure a proxy zone or select a scraper template
3. Run a scraper against Google Maps or a business directory
4. Receive raw HTML or JSON output
5. Write a parser to extract business names, phones, addresses, and websites
6. Deduplicate and clean the data
7. Filter by industry, location, and size
8. Export to a spreadsheet or CRM
9. Begin outreach
   That's an engineering project. Most sales teams don't have time for step 3 onward, let alone the coding skills.
   The short path with a lead generation tool like Leads-Sniper:
10. Sign up (takes minutes)
11. Enter a search (e.g., "plumbers in Austin, TX")
12. Download a filtered prospect list with names, phones, emails, and websites
13. Import to CRM or begin outreach
    The tools in this guide occupy different spots on that spectrum. Some are raw infrastructure (Bright Data, Oxylabs, Decodo). Some add a light processing layer (Apify, ScraperAPI). Some are purpose-built to deliver ready-to-use leads (Leads-Sniper). Knowing where you fall on that spectrum determines which alternative is actually right for you.

Bright Data Alternative for Lead Generation: What Sales Teams Actually Need

If you're a sales team, recruiter, agency, or founder using data tools for prospecting, the checklist looks very different from what a developer would care about.
What sales teams actually need:

• Structured output - Not raw HTML or JSON. Business name, phone number, email, website, address, category, and rating, formatted and ready to use.
• Location and category filtering - The ability to search "accountants in Chicago" and get only accountants in Chicago, not a raw dump of every business result.
• Contact data quality - Phone numbers and emails that are as accurate and current as possible, rather than scraped as-is with no validation.
• No-code or low-code interface - If it requires setting up a proxy zone, you've already lost the sales rep.
• CRM-ready export - CSV, Excel, or direct integration so the list goes straight into your workflow.
• Speed - From search to a usable list in a fraction of the time compared to building and running a scraper from scratch.
  Almost none of the scraping tools on this list check all six of these boxes natively. That's why tools like Leads-Sniper exist in a distinct category. They're not trying to be infrastructure. They're trying to answer the question: "Who should I call today?"
  Already know you need leads, not scraped data? Try Leads-Sniper free - no credit card required, and you can get started right away without a lengthy onboarding process.

Real Workflow Example: From Google Maps to a Sales Call

Here's how the same prospecting goal plays out across different tool types. Scenario: A B2B agency wants a list of 200 roofing companies in the Dallas metro area, with phone numbers and websites, ready to hand to a sales rep.
Using Bright Data:

• Set up a scraper targeting Google Maps search results
• Configure geo-targeting for Dallas
• Extract business cards from the Places API output
• Parse names, phones, and website URLs from raw JSON
• Deduplicate and verify phone numbers separately
• Format for export
• Estimated time to usable list: Typically several hours to a full business day, depending on developer experience and setup complexity
• Estimated cost: Varies by plan; requires existing technical setup
  Using Apify (with a Google Maps Actor):
• Select a Google Maps scraper Actor from the marketplace
• Configure the search query and location
• Run the Actor and export results
• Manually clean and filter the output
• Estimated time to usable list: Typically 1 to 3 hours, depending on technical comfort level
• Estimated cost: Free tier credits may cover a small run; scales with volume
  Using Leads-Sniper:
• Enter "roofing companies" and "Dallas, TX"
• Select filters (minimum rating, business size, etc.)
• Download the exported list with business contact data
• Import to CRM or outreach tool
• Estimated time to usable list: Typically well under an hour for most searches
• Estimated cost: Based on Leads-Sniper plan; no engineering overhead
  The takeaway: The tools that require more engineering investment can theoretically scrape anything. But for a repeatable, non-technical prospecting workflow, purpose-built lead generation tools collapse the time-to-outreach dramatically.

Best Bright Data Alternatives

1. Leads-Sniper (Best for Sales Teams and Agencies)

Overview: Leads-Sniper is not a scraping API. It is a lead generation platform. It pulls business data from Google Maps, Google Search, Yellow Pages, and business domains, and delivers it as structured, sales-ready prospect lists. No proxy setup, no parsing, no data cleaning required.
Features: Location and category-based business search, verified contact extraction (phone, email, website), filtering by rating and business type, CSV/Excel export, and CRM-compatible output.
Who it's for: Sales teams, B2B agencies, recruiters, local service businesses, and growth teams that need prospect lists, not raw scraped data.
Lead generation capability: Very high. Outputs are structured for immediate use in outreach, with significantly less data cleaning required compared to raw scraping tools.
Advantages:

• No engineering required; anyone on your team can use it
• Structured output means less data cleaning compared to raw scraping tools
• Covers Google Maps, Google Search, Yellow Pages, and domain-level data in one place
• Much faster path from search to sales call than any proxy or API tool
  Limitations: Not a general-purpose scraping tool. It won't scrape arbitrary websites or serve as a proxy network.
  Vs. Bright Data: Bright Data is optimized for large-scale data collection infrastructure, giving technical teams the tools to extract raw web data at volume. Leads-Sniper is optimized for the sales prospecting workflow, delivering structured, contact-ready prospect lists without the need for engineering setup. If your primary goal is outreach rather than data infrastructure, Leads-Sniper removes several steps that the raw data collection approach requires.
  Get started for free | Book a demo

2. Oxylabs (Best for High-Accuracy SERP and Proxy Infrastructure)

Overview: Oxylabs is Bright Data's closest enterprise-grade competitor on proxy scale and SERP scraping accuracy. It's infrastructure-first: a strong choice for technical teams that need reliable data collection at high volume.
Features: SERP Scraper API, Web Scraper API with 40+ category targets, residential and datacenter proxies (175M+ IPs), OxyCopilot AI scripting assistant, and AI Studio.
Pricing: SERP Scraper API from $1.00/1K requests for Google; plans start at $49/mo. (Source: oxylabs.io, 2026)
Lead generation capability: Low to moderate. Oxylabs is optimized for data collection infrastructure. Producing sales-ready prospect lists from its output typically requires additional parsing, filtering, and formatting steps before the data is usable for outreach.
Advantages:

• According to recent third-party benchmarks (Proxyway, 2026), Oxylabs achieves approximately 99.95% proxy success rate and a ~0.6s average response time
• Competitive SERP pricing vs. Bright Data
• AI-assisted scripting tools reduce developer workload
  Limitations: No built-in lead generation workflow. Requires technical setup to extract and format business data for sales use.
  Best for: Dev teams running high-volume SERP monitoring, price tracking, or data collection pipelines who need raw data fast and accurately.
  Vs. Bright Data: According to recent third-party benchmarks (Proxyway, 2026), Oxylabs edges out Bright Data on response speed and success rate, and offers more accessible entry-level SERP pricing. For technical teams that need reliable proxy infrastructure and high-volume data collection, Oxylabs is a strong upgrade path from Bright Data. For sales teams whose primary goal is generating prospect lists rather than managing data infrastructure, Leads-Sniper is optimized for that specific workflow.
  Need contacts instead of raw proxy output? Leads-Sniper extracts business contact data from Google Maps and directories into structured prospect lists, so you spend less time processing raw data. Try it free

3. Decodo (formerly Smartproxy) - Best Budget Proxy Option

Overview: Decodo (rebranded from Smartproxy in April 2025) is the most accessible proxy and scraping API on this list for non-enterprise teams. It's fast to set up, competitively priced, and earned Proxyway's 2026 Best Value Provider award.
Features: Web Scraping API, residential and datacenter proxies, free plan, and native integrations with MCP server, n8n, LangChain, and OpenClaw for AI workflows.
Pricing: Web Scraping API from $0.50/1K requests on standard proxies; plans from $19/mo; free tier available. (Source: decodo.com, 2026)
Lead generation capability: Low to moderate. Decodo is optimized for proxy and scraping infrastructure rather than a complete sales prospecting workflow. Outputs are typically raw data that requires additional parsing, filtering, and formatting before they are ready for direct sales use.
Advantages:

• Instant self-service signup, no KYC delay
• According to recent third-party benchmarks (Proxyway, 2026), Decodo achieves approximately 99.92% success rate and a 0.63s response time
• Best entry-level pricing on this list for developers
  Limitations: No native lead generation or contact enrichment layer.
  Best for: Budget-conscious developers and startups who need proxy infrastructure without the Bright Data price tag or onboarding friction.
  Vs. Bright Data: Decodo matches Bright Data's performance benchmarks at significantly lower cost and with faster self-service onboarding. For developers who need raw data access, Decodo is a more accessible entry point than Bright Data. For teams focused on sales prospecting, both tools are optimized for data collection infrastructure rather than a complete lead generation workflow, and either will require additional processing steps before output is ready for direct outreach use.

4. ScraperAPI (Best Plug-and-Play Scraping API)

Overview: ScraperAPI simplifies scraping into a single API endpoint. Send a URL, get back the page content. It handles proxy rotation, browser rendering, and CAPTCHA solving behind the scenes. Popular with developers who want results without managing infrastructure.
Features: General web scraping API, Google SERP scraping (25 credits per request), JavaScript rendering, unlimited bandwidth on paid plans.
Pricing: Hobby plan at $49/mo (100K credits); Business plan at $299/mo (3M credits). (Source: scraperapi.com, 2026)
Lead generation capability: Low to moderate. ScraperAPI is optimized for returning raw page content efficiently. Extracting structured business data such as names, phone numbers, and emails typically requires additional parsing code before the output is ready for direct sales use.
Advantages:

• Easiest developer onboarding on this list: one API call, immediate results
• Handles 5B+ requests per month across 40M IPs in 30+ geolocations
• Predictable credit-based pricing
  Limitations: Google SERP scraping costs 25 credits per request, so heavy SERP use can deplete plan allowances faster than general-purpose scraping. ScraperAPI is also optimized for returning raw page content rather than structured, sales-ready data, so additional parsing is typically required before the output is useful for prospecting.
  Best for: Developers who want a simple, managed scraping API without building proxy infrastructure from scratch.
  Vs. Bright Data: ScraperAPI is simpler and faster to integrate than Bright Data. But like Bright Data, it delivers raw data and not leads.

Getting raw pages when you need business contacts? Leads-Sniper skips the scraping layer entirely and delivers verified prospect lists from Google Maps and directories. Start free

5. Apify (Best for Custom Scraping Workflows)

Overview: Apify is a full scraping and automation platform built around "Actors," which are pre-built, customizable scrapers for specific websites and use cases. Its marketplace includes a Google Maps scraper, which makes it more relevant for lead generation than most tools on this list, but it still requires technical comfort to get value.
Features: 35,000+ ready-made Actors (including Google Maps, LinkedIn, and business directory scrapers), Crawlee SDKs, local development via CLI and GitHub, free plan with $5 CU credits.
Pricing: Free tier with $5 in compute unit credits; usage-based pricing scales from there. (Source: apify.com, 2026)
Lead generation capability: Medium. Apify's Google Maps Actor can extract business listings with contact data, though output quality and structure will vary depending on which Actor you select and how it's configured. It is not a no-code solution, and some post-processing is typically needed before the data is ready for direct sales use.
Advantages:

• Largest ready-made scraper marketplace on this list (35,000+ Actors)
• Strong developer experience with local development and CI/CD support
• The Google Maps Actor is a viable lead gen starting point for technical users
  Limitations: Non-technical users face a significant learning curve. Output still requires cleaning and formatting for sales use.
  Best for: Development teams building custom data pipelines or automation workflows who want a programmable platform, not a black-box API.
  Vs. Bright Data: Apify's Actor marketplace is larger than Bright Data's scraper library in raw count, while Bright Data's scrapers tend to be more enterprise-hardened for compliance-sensitive environments. For technical users focused on lead generation, Apify's Google Maps Actor offers a more accessible starting point than Bright Data's scraping stack. For non-technical users who need a faster path to a usable prospect list, Leads-Sniper is optimized specifically for that workflow.

6. SerpApi (Best for Structured SERP Data)

Overview: SerpApi is a purpose-built SERP data API. It queries search engines on your behalf and returns structured JSON results. No proxies to manage, no parsing to write.
Features: Google, Bing, Yahoo, DuckDuckGo, and other search engine result parsing; structured output for organic results, ads, local packs, and knowledge panels.
Pricing: Usage-based plans; check current rates directly as tiers are regularly updated. (Source: serpapi.com)
Lead generation capability: Medium. Google Maps results via the Local Pack endpoint can include business names, addresses, and phone numbers, which may make SerpApi a useful data source for local business prospecting. That said, some additional processing is typically needed before the output is ready for direct sales use.
Advantages:

• Clean, structured JSON output saves parsing work
• Google Local Pack results include some business contact data
• Simple pricing relative to general proxy infrastructure
  Limitations: Not a prospecting or CRM-ready solution. Doesn't verify contact data or provide enrichment.
  Best for: SEO teams tracking rankings and SERP features, or developers who need structured search result data as an input to a larger pipeline.
  Vs. Bright Data: SerpApi is simpler and more focused for SERP use cases. For B2B lead generation, it can serve as a useful data source, but the gap between raw SERP data and a sales-ready prospect list remains significant.

7. DataForSEO (Best for SEO Agencies and SaaS Platforms)

Overview: DataForSEO is a pay-per-call data API popular with SEO tool builders, offering SERP, keyword, backlink, and on-page data through a granular API structure.
Features: SERP API, keyword data API, backlink data, on-page data APIs, Google Business data endpoints.
Pricing: Pay-per-call, usage-based. (Source: dataforseo.com)
Lead generation capability: Medium. DataForSEO's Google Business data endpoints can surface local business information, though the platform is generally oriented toward SEO workflows rather than direct sales prospecting. Teams looking to use it for lead generation will typically need to add filtering, formatting, and contact verification steps before the output is ready for outreach use.
Advantages:

• Deep SEO data coverage that Bright Data doesn't match natively
• Popular backend for SEO SaaS tools (rank trackers, keyword research platforms)
• Flexible pay-per-call pricing for variable volume
  Limitations: Not designed for sales team workflows. Outputs require significant formatting for prospecting use.
  Best for: SEO agencies and developers building rank tracking, keyword research, or backlink analysis products.
  Vs. Bright Data: DataForSEO covers SEO-specific data types (keywords, backlinks) that Bright Data doesn't natively offer, making it the stronger pick for SEO-focused tools. Neither is a strong fit for direct sales prospecting.

8. ScrapingBee (Best for Lightweight, Occasional Scraping)

Overview: ScrapingBee is a lightweight scraping API aimed at developers who want reliable results without heavy infrastructure management.
Features: General web scraping API, Google search scraping, JavaScript rendering.
Pricing: Usage-based plans; check current tiers directly. (Source: scrapingbee.com)
Lead generation capability: Low to moderate. ScrapingBee is optimized for returning raw page content rather than structured sales data. Extracting business contacts such as names, phone numbers, and emails typically requires additional parsing and formatting steps before the output is ready for direct prospecting use.
Advantages:

• Simple integration and fast onboarding
• Good for occasional or low-volume scraping projects
• No proxy management required
  Limitations: Smaller infrastructure footprint than Bright Data or Oxylabs; no lead generation layer.
  Best for: Small teams or solo developers with lightweight, infrequent scraping needs.

Which Bright Data Alternative Is Best for Lead Generation?

This is the question most comparison articles dodge. Here's a direct answer.

For sales teams, agencies, and founders: Leads-Sniper is well-suited for non-technical users who need structured, outreach-ready prospect lists without developer involvement. Apify, with its Google Maps Actor, is a strong option for technically comfortable users who want more control over the scraping workflow. Most other tools on this list require meaningful engineering work before their output is ready for direct sales use.
For developers building lead generation tools: Oxylabs, Decodo, or Apify provide the infrastructure layer. Leads-Sniper works alongside these as the last-mile conversion layer, turning raw data access into actionable prospect lists.

Bright Data vs. Leads-Sniper: Which Is Better for Finding Business Leads?

This is a direct comparison that most articles won't make, because Leads-Sniper and Bright Data aren't usually in the same category. But for sales teams evaluating both, the contrast matters.

Bottom line: Bright Data is well suited for engineering teams that need raw data at massive scale across a variety of applications. Leads-Sniper is built for teams whose primary goal is finding business leads and starting outreach, without writing a line of code.

Try Leads-Sniper free | Book a demo

Why Data Collection Alone Is Not Enough for Sales Prospecting

This is where many teams waste months and budget.
Scraping infrastructure solves one problem: getting data off the web. It does not solve the sales problem: identifying the right prospect, with verified contact information, at the moment they're ready to buy.
The gap between "we have scraped data" and "we have a working outreach list" is wider than most people expect. Here's what typically falls in between:

• Deduplication. The same business appears in multiple results across Google, Yelp, and Yellow Pages. Someone has to reconcile these.
• Verification. Phone numbers go stale. Emails bounce. A scraped number is not the same as a verified number.
• Filtering. You need roofing contractors with 4+ stars in your metro area, not all 50,000 businesses in a raw Google Maps dump.
• Formatting. Raw JSON is not a CRM import. Someone has to map fields, clean column headers, and normalize address formats.
• Enrichment. Adding employee count, website tech stack, or LinkedIn profiles to a raw business listing requires additional tools or APIs.
  Tools like Bright Data, Oxylabs, and ScraperAPI are optimized for step zero: getting data off the web reliably and at scale. Tools like Leads-Sniper are built to handle the steps that follow, so your sales team spends time on outreach rather than cleaning spreadsheets.

Comparison by Use Case

• Sales prospecting from Google Maps: Leads-Sniper (no-code) or Apify (technical users)
• B2B lead list building for outreach: Leads-Sniper
• SERP rank tracking and SEO monitoring: SerpApi or DataForSEO
• General-purpose web scraping API: ScraperAPI or ScrapingBee
• High-volume proxy infrastructure: Oxylabs or Decodo
• Enterprise-scale data collection: Bright Data or Oxylabs
• Custom scraping automation workflows: Apify
• Budget-conscious proxy access: Decodo

Bright Data vs. Alternatives: Direct Comparisons

Bright Data vs. Oxylabs: According to recent third-party benchmarks (Proxyway, 2026), Oxylabs edges out Bright Data on response speed and success rate, at a lower SERP entry price. Bright Data wins on ecosystem breadth (Dataset Marketplace, Web Scraper IDE, Bright Insights). Choose Oxylabs for cost-efficient SERP scraping; choose Bright Data when you need the wider platform.
Bright Data vs. Decodo: Decodo wins on price and onboarding speed, with competitive performance benchmarks. Bright Data wins on compliance infrastructure and scraper library size. For lead generation use cases, neither is a direct path to a sales-ready list.
Bright Data vs. ScraperAPI: ScraperAPI is simpler and faster to integrate, while Bright Data offers more granular proxy type control and a broader product ecosystem. Both tools are optimized for data collection infrastructure and return raw scraped data that requires additional processing before it is ready for direct sales use.
Bright Data vs. Apify: Apify's Actor marketplace is larger in raw count; Bright Data's scrapers are more enterprise-hardened. For lead generation, Apify's Google Maps Actor makes it more accessible to technical users than Bright Data.
Bright Data vs. Leads-Sniper: Bright Data is optimized for data collection infrastructure at scale, giving engineering teams the tools to extract raw web data across a wide range of applications. Leads-Sniper is oriented toward the sales prospecting workflow, delivering structured prospect lists designed for direct outreach use. These tools are built for different problems, and the right choice depends on whether your team needs data infrastructure or a ready-to-use lead generation solution.

How to Choose the Right Bright Data Alternative

Work through these questions before committing:

1. Are you building a product or finding leads? If you're building a data pipeline, you need infrastructure (Bright Data, Oxylabs, Decodo). If you're finding leads for outreach, you need a prospecting tool (Leads-Sniper).
2. How technical is your team? If you have developers who can write parsers and manage API integrations, infrastructure tools give you more control. If your team is sales-first, choose a tool with a no-code interface.
3. How fast do you need to start? Tools with KYC requirements add processing time before you can make your first request. Self-service platforms like Decodo or Leads-Sniper let you get started the same day.
4. What does your output need to look like? Raw HTML and JSON are useful inputs for engineers. If your end goal is a CRM-ready spreadsheet with business names, phone numbers, and emails, choose a tool that produces that output natively.
5. What is your budget per 1,000 results? Compare unit pricing across providers, not just headline plan costs. Entry tiers can be misleading, especially when SERP scraping carries a higher per-request cost on credit-based plans.
6. Do you need proxies, a scraping API, or structured leads? Some tools (SerpApi, DataForSEO) are data-first. Some (Decodo, Oxylabs) are infrastructure-first. Leads-Sniper is outcome-first, designed to produce prospect lists rather than raw data.
7. How important is compliance? Regulated industries or enterprise procurement processes may require providers with formal KYC and ISO certification. Bright Data and Oxylabs both carry relevant certifications; confirm requirements with your legal or procurement team.

If your answer to question one is "finding leads," most of the infrastructure tools on this list will require more engineering work than your team has capacity for. Leads-Sniper is built specifically for that use case.

Try Leads-Sniper free | Book a demo

Frequently Asked Questions

What is the best Bright Data alternative for lead generation?
For sales teams and agencies focused on outreach, Leads-Sniper is purpose-built for that workflow. It delivers structured, outreach-ready prospect lists from Google Maps, Google Search, and directories without requiring engineering setup. For technical teams building lead generation pipelines, Apify's Google Maps Actor or Oxylabs' proxy infrastructure are strong starting points.

What is the best Bright Data alternative overall?
It depends on the use case. Oxylabs is the closest match for enterprise scale and SERP accuracy. Decodo offers the best value for budget-conscious developers needing fast onboarding. Leads-Sniper is the strongest fit for sales-focused teams who need prospect lists rather than raw data.

Can Bright Data scrape Google Maps?
Yes. Bright Data offers a Google Maps scraper through its Web Scraper API marketplace. However, the output is raw structured data that requires additional filtering, deduplication, and formatting before it is ready for direct sales use. Tools like Leads-Sniper are designed to handle this workflow natively.

Is Decodo the same as Smartproxy?
Yes. Smartproxy rebranded to Decodo in April 2025. The underlying infrastructure and team remained the same; the rebrand introduced new AI integrations and expanded product features.

Which Bright Data alternative is cheapest?
Decodo currently offers the lowest entry pricing for proxy and scraping infrastructure, starting from $0.50 per 1,000 requests on standard proxies, with a free tier available. Leads-Sniper offers a free trial for teams focused specifically on lead generation.

Which alternative is best for SEO rank tracking?
SerpApi and DataForSEO are purpose-built for SERP and keyword data, making them stronger fits than general-purpose scraping tools for SEO-specific workflows.

Do any Bright Data alternatives offer a free plan?
Yes. Decodo, Apify, and Leads-Sniper all offer free tiers or trials, making them practical starting points before committing to a paid plan.

What is the best Bright Data alternative for B2B lead generation?
Leads-Sniper is designed specifically for B2B lead generation, letting sales teams build verified prospect lists from Google Maps, Google Search, and business directories without developer involvement. For technical teams who want to build their own pipeline, Apify with its Google Maps Actor is the most lead-generation-ready option among the infrastructure tools.

Is Bright Data better than Google Maps scraping tools?
Bright Data can scrape Google Maps at high volume and is well-suited for technical teams running large-scale data operations. For teams whose primary goal is generating a usable list of local business contacts, purpose-built tools like Leads-Sniper are generally faster to set up and produce output that is immediately ready for outreach.

Which alternative works best for sales teams?
Leads-Sniper. It is the only tool on this list designed specifically around the sales prospecting workflow rather than developer infrastructure. Sales reps can search by location and business category, filter results, and export a prospect list without writing code or managing proxies.

Can I automate prospecting with web scraping APIs?
Yes, though it requires engineering work. Scraping APIs like ScraperAPI, Oxylabs, and Decodo can pull business data from Google Maps and directories programmatically. You will typically need to write parsing logic, handle deduplication, and format the output before it is ready for CRM import or outreach. Leads-Sniper automates the full workflow from search to structured prospect list without requiring custom code.

Final Recommendation

• Sales teams, agencies, and founders: Leads-Sniper. Purpose-built for prospecting, no engineering required.
• SEO agencies and platforms: SerpApi or DataForSEO, built specifically for search and keyword data.
• Enterprise data teams: Oxylabs, matching Bright Data's scale with better speed and more accessible pricing.
• Developers building custom scrapers: Apify, with the largest ready-made Actor library and strong local dev support.
• Budget-conscious developers: Decodo, the lowest entry price with instant self-service onboarding.
• Teams wanting a simple scraping API: ScraperAPI or ScrapingBee, one API call and minimal setup.

Scraping the data is only half the job. Turning it into leads is where the real ROI happens. Leads-Sniper automates lead extraction from Google Maps, Google Search, Yellow Pages, and domains, so you go from raw data to sales-ready contacts without writing a single scraper.

Get started for free - no credit card required, or book a demo to see it in action.