Best Data Extraction Tools - Page 7

How Many Data Extraction Tools Products Does G2 Track?

Total Products under this Category: 338

Category Stats (Sep 2026)

  • Average Rating: 4.56/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Thunderbit (+2.96%) - Among all products in this category, Thunderbit recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Extraction Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 9,000+ Authentic Reviews
  • 338+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Extraction Tools

G2 Grid® for Data Extraction Tools plotting products by satisfaction and market presence

Highlighted products: Apify, Oxylabs, Fivetran, Bright Data, NetNut.io, IPRoyal, Boomi Data Integration, and Decodo (formerly Smartproxy).

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-extraction-tools/grids.json?focus%5B%5D=apify&focus%5B%5D=oxylabs&focus%5B%5D=fivetran&focus%5B%5D=bright-data&focus%5B%5D=netnut-io&focus%5B%5D=iproyal&focus%5B%5D=boomi-data-integration&focus%5B%5D=decodo-formerly-smartproxy)

DATAMIMIC

DATAMIMIC is a deterministic test data platform specializing in enterprise-grade synthetic generation, policy-based anonymization, and complex JSON and XML handling. Teams define data requirements as reusable models — not brittle scripts — and generate reproducible, PII-safe datasets on demand. Built for regulated industries, every generation run is logged, replayable, and aligned with GDPR, DORA, BCBS 239, and PCI DSS requirements. Founded in Hamburg in 2019, rapiddweller builds tools that help engineering teams accelerate delivery without exposing production data. From our offices in Germany and Vietnam, we serve banks, insurers, payment processors, and public-sector organizations across Europe and beyond — combining deep domain expertise with a platform engineered for the most demanding compliance environments. DATAMIMIC puts your team in control: define your data model once, generate across any environment, test with confidence. Model. Generate. Test.

Average Rating: 4.1/5.0

Total Reviews: 5

How Do G2 Users Rate DATAMIMIC?

  • Consolidation: 8.3/10 (Category avg: 8.9/10)
  • Data Structuring: 8.3/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 7.8/10 (Category avg: 8.9/10)

Who Is the Company Behind DATAMIMIC?

  • Seller: rapiddweller
  • Year Founded: 2019
  • HQ Location: Hamburg, DE
  • Twitter: @rapiddweller
    8 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Large, 40% Small

What Do G2 Reviewers Say About DATAMIMIC?

AI-generated summary from verified user reviews

Pros
  • Users value the data generation capabilities of DATAMIMIC for effective performance testing across diverse models.
  • Users value the performance data generation capabilities of DATAMIMIC, enabling effective AI model testing.
Cons
  • Users face data restrictions with manual interventions needed for specific datasets, complicating the integration process.
  • Users find the cost and integration challenges of DATAMIMIC to be a significant drawback, especially for specific datasets.
  • Users often face integration challenges with DATAMIMIC, requiring manual handling of specific datasets for their use cases.

What Are Recent G2 Reviews of DATAMIMIC?

Import.io

Import.io is a global leader in web data extraction and integration, trusted by enterprises to turn the web into a dependable source of structured, actionable intelligence. Whether you need a complete Data-as-a-Service solution or direct access through our high-performance APIs, Import.io delivers web data at any scale. Our platform is powerful, precise, and built for reliability, enabling organizations to automate data collection, accelerate analytics, and make faster, data-driven decisions with confidence.

Average Rating: 3.5/5.0

Total Reviews: 4

How Do G2 Users Rate Import.io?

  • Has the product been a good partner in doing business?: 4.2/10 (Category avg: 9.1/10)
  • Consolidation: 5.8/10 (Category avg: 8.9/10)
  • Data Structuring: 5.8/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 5.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Import.io?

  • Seller: Import.io
  • Year Founded: 2012
  • HQ Location: California, United States
  • Twitter: @importio
    16,891 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    76 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small

What Do G2 Reviewers Say About Import.io?

AI-generated summary from verified user reviews

Pros
  • Users value the easy setup of Import.io, appreciating its straightforward configuration and efficiency in data extraction.
  • Users highly value the trustworthiness and efficiency of Import.io in delivering structured data effortlessly at scale.
  • Users value the reliability of data from Import.io, ensuring consistently accurate tracking despite website changes.
  • Users praise the responsive and knowledgeable support team of Import.io, enhancing their overall experience and satisfaction.
  • Users value the data accuracy of Import.io, as it reliably delivers structured data even with site changes.
Cons
  • Users report significant billing issues with Import.io, causing major disruptions and dissatisfaction with customer support resolutions.
  • Users are frustrated by data management issues after updates that erased extractors, severely impacting business operations.
  • Users report poor customer support, facing significant issues when backend updates result in data loss without adequate assistance.
  • Users face significant security issues with Import.io, leading to loss of critical data and trust in the service.
  • Users face unreliable service from Import.io, with severe issues leading to business harm and inadequate support for resolution.

What Are Recent G2 Reviews of Import.io?

LetsExtract Email Studio

With LetsExtract Email Studio you can extract email addresses from search engines (by keywords), from websites, from social networks and files. With the built-in Email Verifier you can validate emails. In addition, the program has a built-in tool for sending email - Email Sender. All of these tools are integrated into one product. LetsExtract Email Studio does not have any limitations, all licenses are lifetime.

Average Rating: 3.0/5.0

Total Reviews: 3

How Do G2 Users Rate LetsExtract Email Studio?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Consolidation: 9.2/10 (Category avg: 8.9/10)
  • Data Structuring: 9.2/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind LetsExtract Email Studio?

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Are Recent G2 Reviews of LetsExtract Email Studio?

What Are G2 Users Discussing About LetsExtract Email Studio?

Nirvana

Nirvana Integration Platform, by Distilled Data. The Easiest, Fastest and Most Budget Friendly Integration Solution. What Makes our NetSuite Connector The Best? We have custom built our NetSuite connector to utilize SOAP, REST and SuiteQL interfaces. But it goes a lot further than that.​ We have mastered NetSuite's API integration capabilities. Not every object is available in NetSuite's interfaces. Some objects are accessible via SOAP, some are in REST and if you want really fast data extraction from NetSuite, we use NetSuite's query language SuiteQL. We are the only solution which has studied, tested, vetted and continuously improves this magical recipe. We are the Michelin Star Chefs of the NetSuite extraction interfaces. http://distilleddata.io

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate Nirvana?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Nirvana?

  • Seller: Distilled Data
  • Year Founded: 2020
  • HQ Location: San Rafael, US
  • Twitter: @distilleddata
    2 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of Nirvana?

ShoppingScraper

An easy and intelligent ecommerce scraper, ideal for scraping real time prices and search results from webshops and marketplaces without coding skills. Use our web app to schedule price and seller data on a daily basis. Use our API that gives you access to raw data like seller prices, category data and product content for your own applications or reports.

Average Rating: 4.4/5.0

Total Reviews: 4

How Do G2 Users Rate ShoppingScraper?

  • Consolidation: 10.0/10 (Category avg: 8.9/10)
  • Data Structuring: 9.2/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind ShoppingScraper?

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Are Recent G2 Reviews of ShoppingScraper?

AccuVelocity

AccuVelocity is a cutting-edge, AI-driven data extraction software that leverages advanced OCR technology to seamlessly convert unstructured documents into actionable data. This powerful tool is designed to handle a wide range of document types, including pay stubs, invoices, and bank statements, ensuring precise data extraction with minimal setup. AccuVelocity excels at processing documents in various formats, making it an ideal solution for businesses looking to streamline their data management processes and improve operational efficiency.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate AccuVelocity?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Consolidation: 6.7/10 (Category avg: 8.9/10)
  • Data Structuring: 7.5/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind AccuVelocity?

  • Seller: AccuVelocity
  • Year Founded: 2024
  • HQ Location: New York, US
  • Twitter: @AccuVelocity
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of AccuVelocity?

bright data web unlocker

This software helps you access reliable data from tough target sites trying to withhold information which should otherwise be available to the public. Unblocking is achieved by a series of automated protocols implemented during data collection attempts including IP priming and cookie management, automatic retries for failed requests, automatic HTTP protocol updates and TLS/SSL fingerprint rotation, and header management based on target site requirements.

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate bright data web unlocker?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Consolidation: 10.0/10 (Category avg: 8.9/10)
  • Data Structuring: 8.3/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind bright data web unlocker?

  • Seller: bright data
  • Year Founded: 2014
  • HQ Location: Greater Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    366 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of bright data web unlocker?

What Are G2 Users Discussing About bright data web unlocker?

Datashake

Datashake is an API-first product that provides online review data from over 85+ review websites. Our developer APIs package vast amounts of data into useful products. Our APIs are easy to use and require no technical overhead. We take care of scraping, headless browsers and maintenance. We've built this product with developers in mind - no contracts, no setup fees, no upfront costs. Just pay as you grow.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Datashake?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Datashake?

eScraper

eScraper extract data from any site and prepares an eCommerce-friendly .csv or excel file with all product information for your Magento, PrestaShop, WooCommerce, or Shopify store. Get all the information including dynamic content – drop-down lists, “show more” sections, check-boxes, and others.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate eScraper?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Consolidation: 8.3/10 (Category avg: 8.9/10)
  • Data Structuring: 10.0/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind eScraper?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of eScraper?

What Are G2 Users Discussing About eScraper?

Eximpedia

Eximpedia is a state-of-the-art platform revolutionizing import-export data intelligence. With trade insights from over 130 countries, we provide accurate and tailored solutions to help businesses navigate global markets effectively. Our intuitive dashboard delivers authentic trade data, enabling users to analyze market trends, identify trade flows, and make informed decisions with ease.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Eximpedia?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind Eximpedia?

  • Seller: Eximpedia
  • Year Founded: 2016
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    48 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small

What Do G2 Reviewers Say About Eximpedia?

AI-generated summary from verified user reviews

Pros
  • Users value Eximpedia's accuracy and reliable data, which empowers confident decision-making and enhances performance.
  • Users appreciate the prompt customer support of Eximpedia, enhancing their experience with timely assistance.
  • Users value Eximpedia's fast performance and accuracy, enhancing decision-making with reliable and well-structured data.
  • Users appreciate the quick setup of Eximpedia, which simplifies the initial experience and boosts confidence in using the platform.
  • Users value the reliability of Eximpedia, as accurate and well-structured data enables confident decision-making.
Cons
  • Users find the subscription expensive for startups, yet believe the results can justify the high cost.

What Are Recent G2 Reviews of Eximpedia?

Geekflare

Geekflare is an API suite for web scraping, search, and data extraction, built for developers and AI agents. It turns unstructured web content into clean Markdown or JSON to feed LLMs, RAG pipelines, and automation workflows without the overhead of managing proxies, headless browsers, or CAPTCHA solving. Core APIs: Web Scraping — Extract token-optimized Markdown or JSON from any URL, including JavaScript-rendered SPAs Search — Real-time, AI-ready web search for agents to retrieve grounded answers Screenshot — Full-page screenshots for UI monitoring and visual regression testing Meta Scraping — Pull Open Graph tags, JSON-LD schema, and page metadata without parsing full DOMs DNS Lookup — Query global DNS records (SPF, DKIM, DMARC, CNAME) for domain and email deliverability audits Redirect Checker — Trace URL redirect chains to verify tracking parameters and detect phishing/malicious redirects Key capabilities: Automatic proxy rotation and CAPTCHA handling for high success rates Global server network for low-latency responses LLM-ready output formats (structured JSON or clean Markdown) Integrations & access: Standard RESTful API with OpenAPI 3.0 spec, official SDKs for Python and Node.js, an MCP server for AI agent integration, and no-code connectors via Zapier, Make, and n8n. Pricing model: Credit system across all APIs. 

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Geekflare?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Consolidation: 10.0/10 (Category avg: 8.9/10)
  • Data Structuring: 10.0/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Geekflare?

  • Seller: Geekflare
  • Year Founded: 2015
  • HQ Location: London, GB
  • Twitter: @GeekflareHQ
    1,621 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Geekflare?

Grepsr Browser Extensions

Grepsr Browser Extension is a do-it-yourself free web scraping tool for your on-the-go data extraction needs. Try it out for free with our Lite Plan! Upgrade when ready.

Average Rating: 3.8/5.0

Total Reviews: 2

How Do G2 Users Rate Grepsr Browser Extensions?

  • Consolidation: 8.3/10 (Category avg: 8.9/10)
  • Data Structuring: 6.7/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 5.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Grepsr Browser Extensions?

  • Seller: Grepsr
  • Year Founded: 2023
  • HQ Location: Dubai, Dubai, United Arab Emirates
  • Twitter: @grepsr
    216 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    88 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Grepsr Browser Extensions?

What Are G2 Users Discussing About Grepsr Browser Extensions?

Sequentum Cloud

Sequentum Cloud - the ultimate low code web scraper for trusted data. Sequentum Cloud is a fully cloud-based SaaS web scraping solution to help any user access high-quality, trusted, custom web data, when and how they want, on a pay-as-you-go basis. This new SaaS solution leverages Sequentum's industry leading expertise in web data extraction and process automation and requires no downloads, dedicated servers or software. Our Cloud-based SaaS solution eliminates the need for software installation, firewall configuration and browser extensions. The result is a fully integrated, low-code, point-and-click environment for ingesting, transforming, AI-enriching, structuring and delivering data designed for use across small businesses and large corporations.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Sequentum Cloud?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Consolidation: 10.0/10 (Category avg: 8.9/10)
  • Data Structuring: 10.0/10 (Category avg: 9.1/10)
  • Diverse Extraction Points: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Sequentum Cloud?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Sequentum Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the customization options in Sequentum Cloud, allowing tailored solutions for diverse scraping needs.
  • Users find Sequentum Cloud's ease of use exceptional, allowing non-tech users to manage complex scraping effortlessly.
  • Users commend the easy setup of Sequentum Cloud, making it accessible for everyone, regardless of technical skills.
  • Users praise the intuitive design of Sequentum Cloud, making complex scraping accessible to everyone.
  • Users find Sequentum Cloud's ease of use invaluable, catering to both tech-savvy individuals and beginners alike.

What Are Recent G2 Reviews of Sequentum Cloud?

Statements to Sheets

Statements to Sheets is a web-based tool that transforms PDF bank statements and tabular financial documents into clean, structured spreadsheet formats like CSV and Excel, ready for use in Google Sheets, QuickBooks, Xero, and other accounting or reporting software. Designed for accountants, bookkeepers, small business owners, and finance professionals, the platform automates what used to be hours of manual data entry by extracting transaction data with high accuracy — including support for scanned PDFs and complex layouts. Built with a privacy-first approach, Statements to Sheets uses secure encryption (TLS 1.3, AES-256) and automatically deletes uploaded files after processing, ensuring sensitive financial data isn't stored long-term. The service includes multi-stage parsing with Al validation to catch OCR or formatting errors and delivers conversion results directly via browser download or email. Statements to Sheets streamlines financial analysis, bookkeeping, reconciliation, and tax preparation workflows — saving users significant time and reducing errors in spreadsheet-based financial work.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind Statements to Sheets?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Statements to Sheets?

TROCCO

TROCCO is a data integration and automation platform that combines several areas of the data engineering workflow into one platform, significantly reducing the time spent trying to stitch together multiple tools when building your data pipelines. TROCCO includes ETL/ELT, Orchestration, Transformation, and Reverse ETL features, enabling you to quickly and easily get data flowing to and from your cloud warehouse for downstream analytics, AI, and ML uses. TROCCO is a managed SaaS-based platform that handles your infrastructure and scaling challenges, allowing you to spend less time building and managing data pipelines and instead focus on getting value from your data. With TROCCO, you can: - Sync your data in batch or near real-time from over 120 pre-built connectors. - Build custom integrations via HTTP. - Connect with on-premise data sources. - Transform your data with Python or no-code transformation templates. - Model your data using SQL, or dbt. - Orchestrate your data pipelines with our inbuilt workflow engine. - Maintain pipeline governance through role-based access controls. - Build secure data pipelines via SSH or AWS PrivateLink.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate TROCCO?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.1/10)

Who Is the Company Behind TROCCO?

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Do G2 Reviewers Say About TROCCO?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the abundance of connectors available in TROCCO, simplifying data integration across multiple applications.
  • Users highlight the ease of use of TROCCO, benefiting from its interactive UI and prebuilt connectors.
  • Users appreciate the seamless data integration capabilities of TROCCO, enhancing their ETL processes significantly.
  • Users praise Trocco for its easy integrations, enabling seamless connectivity with various data sources for enhanced efficiency.
  • Users value the ETL efficiency of Trocco, enabling powerful integrations and seamless transformations with user-friendly functionality.
Cons
  • Users find the steep learning curve and resource demands for TROCCO's advanced features challenging and time-consuming.
  • Users feel the poor documentation limits usability, particularly due to a lack of multilingual manuals.
  • Users struggle with the steep learning curve and resource demands for mastering TROCCO's advanced features.

What Are Recent G2 Reviews of TROCCO?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026