10 Melhores Ferramentas de Software de Extração de Dados para 2026

Análises do melhor software de extração de dados

1. 

   1

   Skyvia

   Best for structured SaaS and database ETL pipelines

   • Free plan + free demo available
   • From $79/month (billed annually)

   Visit Website

   Customer Rating:4.9/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

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   Skyvia is a no-code cloud ETL/ELT platform that extracts, transforms, and loads data between structured SaaS applications, relational databases, and data warehouses using visual pipelines, scheduled batch runs, and 200+ prebuilt connectors.

   Who Is Skyvia Best For?

   Skyvia suits data engineers and IT teams in small to mid-size businesses that need to automate recurring data movement between SaaS applications, relational databases, and cloud warehouses without writing code.

   Why I Picked Skyvia

   I've included Skyvia in my top picks because it's one of the few no-code ETL tools that handles structured SaaS-to-database pipelines without requiring a single line of code. I particularly like its visual Data Flow builder, which lets you design multi-source pipelines with conditional Control Flow logic, so a Salesforce-to-Snowflake sync with custom error-handling runs on a per-minute schedule automatically. It's purpose-built for exactly this kind of recurring, structured batch movement between cloud apps and relational databases.

   Skyvia Key Features

   • Scheduled batch execution: Automate recurring data transfers with configurable schedules ranging from once daily to once per minute, depending on your plan.
   • 200+ prebuilt connectors: Connect to cloud applications, relational databases, data warehouses, and file storage services without building custom integrations.
   • Export format options: Output extracted data in CSV, JSON, Avro, or Parquet formats and deliver files to FTP/SFTP or cloud storage destinations.
   • Record-level run logging: Review per-record success and error details, including mapped field values and error descriptions, after each integration run.

   Skyvia Integrations

   Skyvia offers 200+ native integrations, including Salesforce, Google BigQuery, Snowflake, SQL Server, PostgreSQL, Amazon S3, Google Sheets, Shopify, and HubSpot. It also supports public API access, custom REST connectors, and webhooks for custom integrations.

   Pros and Cons

   Pros:

   • Pipelines combine multiple structured sources
   • Scheduled syncs reduce manual data transfers
   • Visual mappings simplify structured data setup

   Cons:

   • Batch runs lack sub-second streaming speed
   • No extraction from websites or documents
   Learn more about Skyvia:

   • Check out Skyvia on their website
2. 

   2

   Doxis AI.dp.

   Best for document data extraction

   • Free demo available
   • Pricing upon request

   Visit Website

   Customer Rating:4.8/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Klippa DocHorizon is an AI-powered data extraction software designed to automate document processing workflows. It utilizes optical character recognition (OCR) technology to extract data from various document types, including invoices, receipts, and identity documents. 

   Why I Picked Klippa DocHorizon:

   I chose Klippa DocHorizon for its advanced OCR capabilities that accurately capture data from diverse documents. This feature is particularly beneficial for businesses dealing with high volumes of paperwork, as it minimizes the need for manual data entry. Additionally, Klippa DocHorizon offers data anonymization, ensuring sensitive information is masked to comply with privacy regulations. This is crucial for organizations handling confidential data.

   Standout features & integrations:

   Other features include document classification to organize files efficiently and document verification to detect fraudulent documents. These functionalities work together to enhance your document processing workflows, ensuring accuracy, security, and compliance with industry standards. Integrations include Gmail, Google Drive, Outlook, OneDrive, Sharepoint, Oracle Netsuite, Xero, Dropbox, Quickbooks, and Zoho.

   Pros and Cons

   Pros:

   • Fraud detection capabilities
   • Automated document classification
   • Supports multiple document formats for conversion

   Cons:

   • Limited customization options for specific workflows
   • Documentation around the API could be improved
   Learn more about Doxis AI.dp.:

   • Check out Doxis AI.dp. on their website
3. 

   3

   TrailHQ

   Best for AI-powered OCR

   • Free trial available + free demo
   • Pricing upon request

   Visit Website

   Customer Rating:4.9/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Nanonets is an AI-driven document processing and workflow automation platform tailored for industries including finance, healthcare, logistics, and customer support. It automates tasks such as accounts payable, document approvals, and financial reconciliation, aiming to improve operational efficiency and reduce manual efforts.

   Why I Picked Nanonets:

   I like that it leverages AI-powered optical character recognition (OCR) to handle unstructured and semi-structured documents. This technology is crucial for transforming physical documents into digital formats while organizing and categorizing them for efficient data extraction. You can benefit from features like intelligent document processing (IDP), which uses advanced AI technologies such as computer vision and natural language processing to identify, structure, and extract relevant information from documents like invoices, purchase orders, and ID cards.

   Standout features & integrations:

   The platform's no-code feature lets your team automate complex business processes without writing code, turning unstructured data into actionable insights quickly. Additionally, Nanonets ensures compliance with data security regulations such as GDPR, SOC 2, and HIPAA. Integrations include QuickBooks, Salesforce, Xero, Google Sheets, HubSpot, SAP, Slack, Microsoft Dynamics CRM, NetSuite, Gmail, Dropbox, and Zapier.

   Pros and Cons

   Pros:

   • Customizable workflows for document processing
   • Quick training capabilities for AI models
   • Simple API for integration with existing systems

   Cons:

   • The minimal data requirements might limit the complexity of the models that can be developed
   • The tool may not be suitable for large-scale applications without further customization
   Learn more about TrailHQ:

   • Check out TrailHQ on their website
4. 

   4

   Apify

   Best for web scraping and automation

   • Pricing upon request

   Visit Website

   Customer Rating:4.8/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Apify is a cloud-based platform designed to automate web scraping tasks. It provides the tools to extract, process, and manage data from various online sources, making it ideal for web scraping and automation.

   Why I Picked Apify:

   I selected Apify for its extensive web scraping capabilities and well-structured interface that simplifies automation tasks. What sets it apart from other tools is its unique combination of ready-made web scrapers, known as 'actors,' and its ability to build custom solutions. Given its robust capabilities in these areas, it rightfully earns the title of being best for web scraping and automation.

   Standout features & integrations:

   Apify has a vast collection of pre-built actors that are useful for typical web scraping tasks. These actors can be personalized to match specific requirements without much hassle. Additionally, it provides a platform for creating customized web scraping tools. Apify is compatible with multiple platforms, such as Google Sheets, Amazon S3, Microsoft Power Automate, and Zapier. It also allows webhooks, which makes it adaptable to integrate with other services.

   Pros and Cons

   Pros:

   • Robust integrations with common data platforms
   • Flexibility to build custom scraping tools
   • Extensive library of pre-built actors

   Cons:

   • The cost can add up for larger data operations
   • Might require technical knowledge to utilize custom actors fully
   • Higher pricing tier compared to some other tools
   Learn more about Apify:

   • Check out Apify on their website
5. 

   5

   Dataddo

   Best for handling complex data source integration

   • 14-day free trial
   • From $99/month

   Visit Website

   Customer Rating:4.8/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Dataddo is a potent data integration platform designed to simplify the process of extracting and connecting data from multiple sources. It shines in handling complex data source integration, making it an excellent solution for businesses grappling with diverse and complicated data sources.

   Why I Picked Dataddo:

   When selecting Dataddo for this list, I paid particular attention to its capability to handle complex data source integration. The platform’s ability to navigate the intricacies of data extraction from various sources makes it stand out. I determined it to be the best tool for complex data source integration due to its robustness and versatility in managing diverse data types and sources.

   Standout features & integrations:

   Dataddo simplifies data handling and analysis with powerful cloud-based features. It's easy to integrate with no coding required and works with platforms like Salesforce, HubSpot, and Google Analytics. Plus, it can handle multiple data sources for intricate integration.

   Pros and Cons

   Pros:

   • Variety of data source integrations
   • Cloud-based architecture for easy access
   • Skilled in handling complex data source integration

   Cons:

   • Interface could be more intuitive
   • No-code setup may limit customization options
   • Higher starting price than some alternatives
   Learn more about Dataddo:

   • Check out Dataddo on their website
6. 

   6

   Oxylabs

   Best for large scale data collection with proxy networks

   • Free trial available
   • From $0.5/1,000 records

   Visit Website

   Customer Rating:4.5/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Oxylabs provides advanced data collection tools that leverage vast proxy networks. The platform excels in assisting with significant scale data scraping tasks, ensuring undetected and efficient data gathering.

   Why I Picked Oxylabs:

   I chose Oxylabs due to its extraordinary capability to handle large-scale data collection tasks using its extensive proxy networks. It stood out from other tools with its real-time crawler and residential proxy services, designed for tasks where vast amounts of data must be gathered promptly. Considering its advanced features and vast proxy network, it is best suited for large-scale data collection.

   Standout features & integrations:

   Oxylabs is a popular tool with numerous useful features. It boasts of having a vast residential and data center proxy network, along with a real-time crawler for search engines and e-commerce websites. This broad proxy network ensures anonymity and successful data scraping, even when dealing with large scales of data. Oxylabs is also compatible with many programming languages and data-scraping tools like Python, Java, Node.js, and more. This compatibility makes it easy to integrate Oxylabs into various data operations workflows.

   Pros and Cons

   Pros:

   • Supports a wide range of integrations and programming languages
   • Real-time crawler for efficient data collection
   • Large and reliable proxy network

   Cons:

   • Complex features may require technical expertise
   • Cost per GB can add up quickly for extensive tasks
   • Pricing may be high for smaller scale operations
   Learn more about Oxylabs:

   • Check out Oxylabs on their website
7. 

   7

   Bright Data

   Best for ethical web data collection

   • Free plan available
   • From $1.5/1,000 records/month

   Visit Website

   Customer Rating:4.7/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Bright Data is a leading web data collection platform that empowers businesses with accurate and comprehensive data insights. It prioritizes ethical data collection practices, making it a reliable choice for organizations that value responsible data handling.

   Why I Picked Bright Data:

   While comparing multiple data collection tools, I found Bright Data to be remarkable in its commitment to ethical data practices. It stands out for its thorough compliance with various data privacy regulations and commitment to transparency, which makes it an ideal tool for ethical web data collection.

   Standout features & integrations:

   Bright Data offers data collection options, like web scraping and proxy networks, with advanced features like automated extraction and geo-specific requests. Integrating with existing tech stacks is easy using common programming languages like Python, Node.js, and Java.

   Pros and Cons

   Pros:

   • Supports a range of programming languages
   • Advanced data extraction features
   • Committed to ethical data practices

   Cons:

   • Advanced features require additional payment
   • Might be complex for beginners
   • Pricing is on the higher side
   Learn more about Bright Data:

   • Check out Bright Data on their website
   • Read my in-depth review of Bright Data
8. 

   8

   Adverity

   Best for marketing data extraction

   • Free demo available
   • Pricing upon request

   Visit Website

   Customer Rating:4.5/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Adverity is a marketing data integration platform that helps you collect, transform, and manage data from various sources.

   Why I Picked Adverity:

   I picked Adverity because it offers features that help you manage and combine large volumes of data efficiently. Its bundle feature lets you merge multiple data extracts into a single file based on custom rules like file names or creation dates. You can also preview data extracts during ingestion, so you can catch errors or mismatches before they become a problem. This real-time visibility helps maintain accuracy across your marketing datasets. 

   Standout features & integrations:

   Other features include the capability to map data from over 600 different sources into a standardized format, which simplifies the process of managing disparate data sets. Adverity also provides automated transformations that can be applied as soon as data is fetched, helping to match metrics and dimensions across your data based on your agreed data schema. Adverity offers a wide range of integrations, including Google, Meta, TikTok, Google BigQuery, Looker Studio, Facebook Ads, Amazon Advertising, Hubspot, Salesforce, Amazon S3, Snowflake, and Microsoft Azure.

   Pros and Cons

   Pros:

   • Automated data quality monitoring
   • Can harmonize data from various sources
   • Provides the ability to create personalized dashboards

   Cons:

   • Certain configurations may require technical knowledge
   • The initial setup can be time-consuming
   Learn more about Adverity:

   • Check out Adverity on their website
   • Explore best alternatives to Adverity
9. 

   9

   Fivetran

   Best for automated data integration in the cloud

   • 14-day free trial + free demo + free plan available
   • Pricing upon request

   Visit Website

   

   Fivetran is a fully-managed cloud data integration tool that enables automatic extraction, transformation, and data loading from multiple sources to a centralized data warehouse. This tool is handy for integrating data across various cloud platforms.

   Why I Picked Fivetran:

   I selected Fivetran because of its impressive capabilities in automating data integration tasks in cloud environments. With its exceptional ability to handle multiple data sources and its robust automation features, Fivetran stands out from its peers, making it the tool of choice for automated data integration in the cloud.

   Standout features & integrations:

   Fivetran offers powerful data pipeline capabilities, data transformation tools, and reliable cloud-based data integration support. Its integrated connectors make integrating with multiple data sources easy, simplifying the integration process. Some of the data sources Fivetran integrates with include databases, event-tracking tools, and cloud services. Popular integrations include Salesforce, NetSuite, Google Analytics, and databases like MySQL, PostgreSQL, and SQL Server.

   Pros and Cons

   Pros:

   • Strong focus on cloud data integration
   • Supports a wide range of data sources
   • Exceptional automation capabilities

   Cons:

   • Might require technical expertise for complex integrations
   • Could be overkill for small-scale data integration needs
   • Pricing can be complex and may increase with data volumes
   Learn more about Fivetran:

   • Check out Fivetran on their website
   • Read my in-depth review of Fivetran
10. 

    10

    Coupler.io

    Best for automating data imports to Google Sheets

    • 7-day free trial
    • From $24/month (billed annually)

    Visit Website

    

    Coupler.io automates importing data into Google Sheets for seamless and efficient data flow.

    Why I Picked Coupler.io:

    In deciding on Coupler.io for this list, I considered its unique ability to sync data with Google Sheets. Many businesses already use Google Sheets in their daily operations, and Coupler.io's dedicated integration simplifies data import, making it the best for this purpose. Its automatic updates ensure data is always current, which can save considerable time and effort.

    Standout features & integrations:

    Coupler.io has an automatic data refresh function and supports various data sources. Its integration with Google Sheets is particularly strong, providing simplicity and powerful data import capabilities.

    Pros and Cons

    Pros:

    • Wide range of data source compatibility
    • Automatic data refresh function
    • Efficient integration with Google Sheets

    Cons:

    • Limited functionality beyond Google Sheets integration
    • Lacks advanced data transformation features
    • Monthly pricing is only available with annual commitment
    Learn more about Coupler.io:

    • Check out Coupler.io on their website