Software Alternatives, Accelerators & Startups

HasData VS DataFlowMapper

Compare HasData VS DataFlowMapper and see what are their differences

HasData logo HasData

HasData is a top web scraping platform for developers and enterprises. It delivers structured, real-time data from the web using scalable APIs and no-code tools, removing the need to manage proxies, browsers, or anti-bot systems.
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DataFlowMapper logo DataFlowMapper

Empowers your implementation team to conquer complex client data. Ditch manual mapping, endless cleanup, and developer bottlenecks with an AI-powered, no-code tool to automate your complex mapping, business logic, and validations.
  • HasData Landing page
    Landing page //
    2025-10-09
  • HasData HasData API's Playground
    HasData API's Playground //
    2025-10-09
  • HasData HasData No-Code Scrapers
    HasData No-Code Scrapers //
    2025-10-09

HasData is one of the best web scraping API platforms built for performance, stability, and scale. It delivers enterprise-grade APIs built for speed, reliability, and accuracy. Businesses that depend on live search data, competitive intelligence, and public web data trust HasData for its consistent performance and transparent infrastructure.

The HasData SERP API is one of the fastest and most reliable on the market. It processes millions of requests per hour with a median latency around 1.75 seconds, providing clean and complete Google Search results without dealing with captchas, proxy management, or rotating browser setups. HasDataโ€™s infrastructure scales horizontally across self-managed Kubernetes clusters to ensure zero downtime during heavy traffic bursts or sustained data-collection workloads.

The HasData Web Scraping API goes beyond search. It provides a unified, resilient system that handles complex scraping tasks automatically โ€” covering dynamic pages, anti-bot protection, and JavaScript rendering. Developers get structured JSON results instantly, with no need to handle HTML parsing, headless browsers, or maintenance overhead.

HasData offers a broad range of specialized APIs, covering key platforms including Google Maps, Zillow, Amazon, Indeed, and many more. Each API is designed for production-level use cases where uptime, precision, and response speed matter more than anything else. Whether for SEO monitoring, price intelligence, lead generation, or market analytics, HasData removes the technical pain points so teams can focus on data, not scraping infrastructure.

For companies that require the best scraping performance without operational risk, HasData is a proven choice. It combines real-time data extraction power, consistent reliability, and developer-friendly APIs to support everything from startups to large enterprises running millions of daily requests.

  • DataFlowMapper Logic Builder
    Logic Builder //
    2025-04-17
  • DataFlowMapper Data Validation
    Data Validation //
    2025-04-17
  • DataFlowMapper Create and Edit Mappings
    Create and Edit Mappings //
    2025-04-17
  • DataFlowMapper AI automated mapping
    AI automated mapping //
    2025-04-17
  • DataFlowMapper Drag and Drop
    Drag and Drop //
    2025-04-17
  • DataFlowMapper API & DB Integration
    API & DB Integration //
    2025-04-17
  • DataFlowMapper Function Library
    Function Library //
    2025-04-17
  • DataFlowMapper Python Editor
    Python Editor //
    2025-04-17

The visual transformation platform that empowers your implementation team to conquer complex client data. Ditch manual mapping, endless cleanup, and developer bottlenecks with an AI-powered, no-code tool that goes beyond basic formatting to automate your complex mapping, business logic, and validations. Cut implementation time in half with DataFlowMapper, by streamlining and automating the data transformation and import process. Supports multiple file formats, including CSV, Excel, and JSON. Map and transform data from any source to any destination, all while maintaining the highest level of data integrity. Eliminate the biggest bottleneck in your implementations and get customers live faster. Map fields 1 to 1, build transformations for business rules, and automate with AI.

HasData

$ Details
Free Trial $49.0 / Monthly (Up to 200,000 Requests | 15 concurrent requests)
Platforms
Cloud Web Python Node JS PHP Go Zapier Browser
Startup details
Country
United States
State
TX
City
HOUSTON
Founder(s)
Roman Miliushkevich, Sergey Ermakovich
Employees
10 - 19

HasData features and specs

  • Sub-2s Median Latency
    Every API request completes in about 2.1 seconds on average, even under high load.
  • 99.9% uptime SLA
    Stay online with highly reliable servers, automated failover, and 24/7 infrastructure monitoring.
  • Up to 10M Requests/Hour
    Handle massive scraping operations with infrastructure built to support 10 million hourly API calls.
  • 100M+ Proxies
    Access hundreds of millions rotating IPs for global coverage and unblockable data collection.
  • JavaScript Rendering
    Extract content from dynamic, JavaScript-heavy websites without manual browser emulation.
  • Auto-Retry & Failover
    Built-in error handling and retries ensure high success rates even under volatile network conditions.
  • Clean Structured Output
    Deliver consistent, parsed JSON with metadata, images, text, listings, and links.
  • Full Anti-Bot Protection
    Bypasses Cloudflare, Datadome, and Akamai automatically โ€” no proxy rotation or browser setup required.
  • Easy Integration
    Connect in minutes using clear API documentation, SDKs, and straightforward REST architecture.

DataFlowMapper features and specs

  • JSON - CSV Mapping
    Effortlessly map between flat files and complex nested JSON
  • No-code Logic Builder
    Visually craft complex business rules and conditional logic
  • Reusable Mapping Configurations
    Create reusable logic templates for consistent, error-free migrations
  • AI Data Mapping
    Automate entire mapping processes by describing requirements in plain English once. Get intelligent field mapping suggestions instantly.
  • Validations
    Powerful validations configured with no-code Logic Builder
  • Python Editor
    Flexibility for complex scenarios. Seamlessly blend no-code visual building with custom Python snippets when needed. Integrated IDE-like experience for power users needing fine-grained control
  • API & DB Integration
    Pull data directly from source APIs and Databases (Postgres, MySQL, SQL Server...). Push validated, transformed data directly into target systems via API or DB. Perform lookups against external data during transformations to pull reference data or enrich data.

Analysis of HasData

Overall verdict

  • HasData is a solid web scraping and data extraction platform that offers reliable APIs and tools for collecting structured data from websites, making it a good choice for businesses and developers needing scalable data solutions.

Why this product is good

  • Provides ready-to-use scraping APIs that handle proxies, CAPTCHAs, and JavaScript rendering automatically
  • Offers scalable infrastructure suitable for both small projects and large-scale data extraction needs
  • Supports structured data output formats like JSON and HTML for easy integration
  • Includes documentation and developer-friendly tools to speed up implementation
  • Handles anti-bot measures so users can focus on data rather than infrastructure

Recommended for

  • Developers building applications that require automated web data collection
  • Businesses conducting market research and competitor price monitoring
  • E-commerce companies tracking product data and reviews
  • Data analysts and researchers gathering large datasets from the web
  • SEO professionals monitoring search engine results and rankings

Category Popularity

0-100% (relative to HasData and DataFlowMapper)
Data Extraction
78 78%
22% 22
ETL
0 0%
100% 100
Web Scraping
100 100%
0% 0
Data Cleansing
0 0%
100% 100

Questions & Answers

As answered by people managing HasData and DataFlowMapper.

What makes your product unique?

HasData's answer

HasData combines high-speed infrastructure with intelligent web data extraction. Its APIs handle JavaScript rendering, IP rotation, and anti-bot bypassing at scaleโ€”without requiring additional tooling. Developers can integrate once and retrieve clean, reliable data instantly.

Why should a person choose your product over its competitors?

HasData's answer

Choose HasData for performance, reliability, and simplicity. Its APIs deliver fast response times, high accuracy, and zero hidden limits. The platform is built for real-world scrapingโ€”resilient under load, stable in production, and trusted by high-volume users.

How would you describe the primary audience of your product?

HasData's answer

HasData serves developers, data engineers, and businesses that need scalable, automated access to public web data. These users build tools, analytics platforms, and competitive intelligence systems powered by structured, real-time information.

What's the story behind your product?

HasData's answer

HasData was created to eliminate the complexity of large-scale web scraping. Frustrated by fragile scripts, unreliable proxies, and blocked requests, the founders built a unified platform that turns scraping into a dependable API service.

Which are the primary technologies used for building your product?

HasData's answer

HasData runs on a distributed infrastructure using Golang, Python, and Node.js. It leverages headless Chromium for rendering, Kubernetes for scaling, and global IP rotation systems for reliable data extraction across regions.

Who are some of the biggest customers of your product?

HasData's answer

HasData serves leading companies in SEO, digital marketing, cybersecurity, and content intelligence. These clients rely on HasData to power large-scale data collection, competitive analysis, plagiarism detection, and local search insightsโ€”handling millions of requests per day without service disruption.

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DataFlowMapper Reviews

The Ultimate Guide to Choosing the Right Data Transformation Tool for Implementation & Onboarding Teams
Modern data transformation platforms (Category 4) provide a compelling balance. They offer the necessary power for intricate logic and validation, coupled with visual interfaces, AI assistance, and features promoting reusability โ€“ crucial for efficient, repeatable client onboarding. Evaluating tools like DataFlowMapper, which are purpose-built for these scenarios, can...

What are some alternatives?

When comparing HasData and DataFlowMapper, you can also consider the following products

Apify - Apify is a web scraping and automation platform that can turn any website into an API.

OneSchema - Import customer CSV data 10x faster

ScrapingBee - ScrapingBee is a Web Scraping API that handles proxies and Headless browser for you, so you can focus on extracting the data you want, and nothing else.

Flatfile 3.0 โ€“ Embeds - Meet Flatfile 3.0, the fully re-imagined platform for onboarding customer data into your product.

Zyte - We're Zyte (formerly Scrapinghub), the central point of entry for all your web data needs.

csvbox - Spreadsheet importer for your web app, SaaS or API