# Best Data Extraction Tools *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Data extraction software retrieves structured, poorly structured, and unstructured data from a variety of sources, enabling businesses to identify and extract data for business intelligence, improve the analysis of unstructured information, and make better use of data that would otherwise go unutilized. ### Core Capabilities of Data Extraction Software To qualify for inclusion in the Data Extraction category, a product must: - Extract structured, poorly structured, and unstructured data - Pull data from multiple sources - Export extracted data in multiple readable formats ### Common Use Cases for Data Extraction Software Data and business intelligence teams use extraction tools to collect and prepare data from diverse sources for downstream analysis. Common use cases include: - Extracting data from websites, databases, documents, and APIs for aggregation and analysis - Automating data collection workflows that previously required manual copy-and-paste or export processes - Feeding extracted data into transformation and quality pipelines for business intelligence use cases ### How Data Extraction Software Differs from Other Tools Data extraction tools work well with [data quality software](https://www.g2.com/categories/data-quality) and [data preparation software](https://www.g2.com/categories/data-preparation), which help clean and organize data after extraction. They are often considered similar to [OCR software](https://www.g2.com/categories/ocr), but OCR tools focus specifically on extracting data from documents and images using document processing techniques such as scanning PDFs and forms, while data extraction platforms support a broader range of sources and data types beyond document-based extraction. ### Insights from G2 on Data Extraction Software Based on category trends on G2, multi-source data pulling and flexible export format support as the most valued capabilities. These platforms deliver reductions in manual data collection effort and improved coverage of previously untapped data sources as primary benefits of adoption. ## Category Overview **Total Products under this Category:** 262 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,900+ Authentic Reviews - 262+ 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. ## Best Data Extraction Tools At A Glance - **Leader:** [Apify](https://www.g2.com/products/apify/reviews) - **Highest Performer:** [Browse AI](https://www.g2.com/products/browse-ai/reviews) - **Easiest to Use:** [NetNut.io](https://www.g2.com/products/netnut-io/reviews) - **Top Trending:** [Apify](https://www.g2.com/products/apify/reviews) - **Best Free Software:** [Fivetran](https://www.g2.com/products/fivetran/reviews) --- **Sponsored** ### Infrrd Infrrd is an AI-powered Intelligent Document Processing (IDP) and agentic automation platform built to handle the world’s most complex, high-variation documents with unmatched accuracy. Powered by 13+ patents, proprietary vision models, and domain-trained AI, Infrrd extracts, classifies, validates, and interprets data from structured and unstructured documents—without relying on templates or manual review.\*\* Infrrd’s product ecosystem is anchored by \*\*Titan IDP\*\*, its core extraction engine capable of handling thousands of document formats across mortgage, insurance, finance, and engineering. Titan automates document classification, table and line-item capture, handwriting detection, semantic understanding, and domain-specific fields using advanced OCR and deep learning. Building on Titan, Infrrd offers MortgageCheck AI, a QC and audit intelligence solution designed for lenders managing massive loan files. It automates field-level comparisons, rule validations, data consistency checks, and exception detection—reducing review time and improving compliance accuracy. Mortgage Ally, Infrrd’s agentic AI layer, goes further by performing autonomous reviews, investigating discrepancies, and presenting audit-ready summaries, acting as an always-on AI analyst for mortgage teams. For insurance, Infrrd provides ACORD and claims automation across forms like 25, 28, 127, 129, and 130, along with loss runs and FNOL packages. Its engineering drawing solution extracts dimensions, tolerances, GD&T, symbols, and BOM data from CAD, P&ID, and mechanical diagrams, helping manufacturers and contractors accelerate RFQs and reduce errors. Infrrd’s core USP lies in its No-Touch Processing (NTP) framework—a proven approach that enables 80%+ automation with zero manual review. Backed by human-in-the-loop accuracy guarantees above 98%, confidence scoring, vertical AI models, and agentic workflows, Infrrd delivers automation that reads, reasons, and acts. With global enterprises processing 60+ million pages a month using Infrrd, the platform stands out for vertical depth, patented technology, speed to value, and scalable, audit-grade automation that transforms document-heavy operations. [Visit company website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1632&secure%5Bdisplayable_resource_id%5D=1632&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1632&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=54595&secure%5Bresource_id%5D=1632&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-extraction-tools%3Fopen_modal_url%3D%252Fproducts%252Flection%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fdata-extraction-tools%2526source%253Dcategory&secure%5Btoken%5D=56620acf7e12a2c4722ed247b97bcaa261e532b78cbd465baab0e0f11d1c2e3a&secure%5Burl%5D=https%3A%2F%2Fwww.infrrd.ai%2Fdemo%3Futm_source%3Dg2%2Bads%26utm_medium%3Dg2%2Bads%2Bdemo%26utm_campaign%3Dg2%2Bads&secure%5Burl_type%5D=custom_url) --- ## Top-Rated Products (Ranked by G2 Score) ### 1. [Apify](https://www.g2.com/products/apify/reviews) Apify is a full-stack web scraping and automation platform that helps anyone get value from the web. At its core is Apify Store, a marketplace where developers build, publish, and monetize automation tools called Actors. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or tools like Crawlee, Apify's open-source web scraping library. Build an Actor once, publish it to Store, and earn when others use it. Thousands of developers already do this - Apify handles all the infrastructure, billing, and monthly payouts. For everyone else, Apify means never building from scratch. Apify Store features 15,000+ ready-made Actors for extracting Amazon product data, scraping Google Maps listings, monitoring competitor prices, pulling social media content, generating leads, and hundreds of other use cases. Configure the Actor you need, run it, and get your data. Behind the scenes, Actors handle proxy rotation, CAPTCHA bypassing, JavaScript rendering, headless browsers, scaling, storage, and scheduling. Everything runs on Apify's cloud infrastructure with 99.95% uptime. The platform is SOC 2 Type II, GDPR, and CCPA compliant, trusted by companies and organizations such as Intercom and the European Commission. Run Actors through Apify Console, integrate them with Zapier and Make, or connect them to AI frameworks like LangChain and Hugging Face to feed LLMs and vector databases. Apify also provides an MCP server that lets AIs like Claude discover and use Actors as tools dynamically. This means an AI agent can ask "find the top 10 Indian restaurants in San Francisco" and automatically use the right Actor to scrape Google Maps for that data. Use cases include competitive intelligence for tracking prices across e-commerce, lead generation for extracting and enriching business contacts, market research to gather reviews and social media sentiment. You can monitor SEO to track rankings and backlinks, and AI training to crawl websites for LLM context. If there's data on the web, there's probably an Actor for it. Apify has residential and datacenter proxies, browser automation with Puppeteer and Playwright, automatic retries, error handling, monitoring dashboards, and APIs for integration. Schedule runs to keep data continuously updated. Export to JSON, CSV, Excel, Google Sheets, databases, or push directly into your workflows. Beyond Apify Store, the Professional Services team builds and maintains custom solutions. Enterprise customers get dedicated data experts, custom integrations, and long-term project maintenance. Start on the free tier with $5 in prepaid monthly platform usage. Paid plans scale based on compute power, storage, and proxy usage (see: https://apify.com/pricing). **Average Rating:** 4.7/5.0 **Total Reviews:** 447 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10) - **Consolidation:** 8.9/10 (Category avg: 8.8/10) - **Data Structuring:** 9.1/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.1/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Apify](https://www.g2.com/sellers/apify) - **Company Website:** https://apify.com/ - **Year Founded:** 2015 - **HQ Location:** Praha, CZ - **Twitter:** @apify (8,111 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10608457/ (212 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Founder, CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 80% Small-Business, 10% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (183 reviews) - Features (113 reviews) - Scraping Efficiency (113 reviews) - Automation (109 reviews) - Easy Integrations (79 reviews) **Cons:** - Pricing Issues (88 reviews) - Expensive (87 reviews) - Learning Difficulty (58 reviews) - Learning Curve (51 reviews) - Steep Learning Curve (31 reviews) ### 2. [Oxylabs](https://www.g2.com/products/oxylabs/reviews) Oxylabs is a web intelligence collection platform trusted by 15,000+ partners worldwide, including dozens of Fortune Global 500 companies, academia, and researchers. Oxylabs offers products for web data collection at scale, including proxy services, scraping and data solutions for AI. With over 177 million IPs covering 195 countries, they have one of the most reliable proxy infrastructures in the market. Their products play a vital role in various industries, such as E-Commerce, AI development, Cybersecurity, Brand protection, Travel & Hospitality, and more. Oxylabs highlights a developer-friendly approach and provides ready-to-use code examples and integration guides, multiple programming language support, and active community platforms on Discord, YouTube, and GitHub. They provide extensive documentation, video content, lessons 'Scraping Experts', and additionally they host live webinars, and a yearly conference - OxyCon. **Average Rating:** 4.5/5.0 **Total Reviews:** 418 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10) - **Consolidation:** 7.9/10 (Category avg: 8.8/10) - **Data Structuring:** 7.9/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.2/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Oxylabs](https://www.g2.com/sellers/oxylabs) - **Company Website:** https://oxylabs.io/ - **Year Founded:** 2015 - **HQ Location:** Vilnius, Lithuania - **LinkedIn® Page:** https://www.linkedin.com/company/oxylabs-io/ (441 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Small-Business, 11% Mid-Market #### Pros & Cons **Pros:** - IP Quality (125 reviews) - Ease of Use (120 reviews) - Setup Ease (120 reviews) - Performance (108 reviews) - Customer Support (88 reviews) **Cons:** - Pricing Issues (95 reviews) - Expensive (65 reviews) - Proxy Issues (34 reviews) - Complex Setup (25 reviews) - Learning Difficulty (20 reviews) ### 3. [NetNut.io](https://www.g2.com/products/netnut-io/reviews) NetNut is a full stack web data provider helping companies and businesses effectively manage their online activities while maintaining anonymity and security. With over 85 million residential IP addresses sourced directly from Internet Service Providers (ISPs), NetNut provides a robust platform for users looking to bypass geo-restrictions, conduct web scraping, and gather data without the risk of being banned. The target audience for NetNut primarily includes businesses engaged in market research, SEO tracking, and data harvesting. These users require reliable and fast access to a wide range of online resources, often facing challenges with traditional proxy services that can lead to slow speeds or high failure rates. By leveraging a network of residential IPs, NetNut ensures that users can navigate the web seamlessly, accessing content that may otherwise be restricted based on geographic location. Key features of NetNut include its extensive pool of residential IPs, which allows for worldwide targeting and specific US city-state selection. The network is designed for speed, offering one-hop connectivity to ISPs that results in faster proxy speeds and virtually zero fail rates. This is particularly beneficial for businesses that rely on real-time data collection and analysis. Additionally, NetNut provides both static and rotating residential IPs, ensuring that users can choose the configuration that best suits their needs. NetNut stands out in the market due to its hybrid P2P network, which enhances scalability and performance. This unique architecture allows for dedicated proxy pools, ensuring that users have consistent access to the resources they need. The service also includes a dedicated account manager to assist users in optimizing their proxy usage, along with easy integration options such as API access and a Chrome extension. These features collectively enhance the user experience, making it easier for businesses to implement and manage their proxy solutions effectively. Overall, NetNut offers a comprehensive residential proxy service that caters to the specific needs of businesses looking to enhance their online operations. With competitive pricing plans and a commitment to customer support, it provides a valuable resource for organizations aiming to navigate the complexities of the digital landscape without compromising on speed or reliability. **Average Rating:** 4.9/5.0 **Total Reviews:** 389 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10) - **Consolidation:** 9.5/10 (Category avg: 8.8/10) - **Data Structuring:** 9.5/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.6/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [NetNut](https://www.g2.com/sellers/netnut) - **Company Website:** https://netnut.io - **Year Founded:** 2017 - **HQ Location:** Tel Aviv, Israel - **Twitter:** @netnut_io (460 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/netnut/ (131 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Sales Development Representative, Virtual Assistant - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 63% Small-Business, 29% Mid-Market #### Pros & Cons **Pros:** - Reliability (133 reviews) - Performance (130 reviews) - Proxies (109 reviews) - IP Quality (103 reviews) - Speed (83 reviews) **Cons:** - Proxy Issues (41 reviews) - UX Improvement (36 reviews) - Dashboard Issues (35 reviews) - Pricing Issues (34 reviews) - Learning Difficulty (23 reviews) ### 4. [Fivetran](https://www.g2.com/products/fivetran/reviews) Shaped by the real-world needs of data analysts, Fivetran technology is the smartest, fastest way to replicate your applications, databases, events and files into a high-performance cloud warehouse. Fivetran connectors deploy in minutes, require zero maintenance, and automatically adjust to source changes — so your data team can stop worrying about engineering and focus on driving insights. **Average Rating:** 4.3/5.0 **Total Reviews:** 774 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10) - **Consolidation:** 8.4/10 (Category avg: 8.8/10) - **Data Structuring:** 8.5/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.4/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Fivetran](https://www.g2.com/sellers/fivetran) - **Company Website:** https://www.fivetran.com/ - **Year Founded:** 2012 - **HQ Location:** Oakland, CA - **Twitter:** @fivetran (5,735 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fivetran/ (1,738 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Engineer, Data Analyst - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Mid-Market, 28% Small-Business #### Pros & Cons **Pros:** - Ease of Use (203 reviews) - Easy Setup (82 reviews) - Easy Integration (73 reviews) - Customer Support (64 reviews) - User Interface (62 reviews) **Cons:** - Sync Issues (60 reviews) - Expensive (46 reviews) - Integration Issues (30 reviews) - Pricing Issues (28 reviews) - Learning Curve (27 reviews) ### 5. [Bright Data](https://www.g2.com/products/bright-data/reviews) Bright Data is the industry’s leading web data, proxy, and AI infrastructure platform—trusted by 20,000+ organizations, with solutions for companies of any size, from startup through enterprise, including Fortune 500s, leading AI companies, and innovators across every industry. Bright Data is the platform of choice for organizations seeking data for AI, eCommerce, marketing, travel, market research, SERP tracking, financial services, data security, real estate analytics, ad tech, brand protection, and more. From risk mitigation and audience insights to LLM training and competitor intelligence, Bright Data delivers compliant, real-time web data at scale for any business need. Our comprehensive suite empowers businesses, developers, and data teams to seamlessly collect, unlock, and operationalize web-scale data for every workflow. Core Solutions & Capabilities Web Access APIs: - Unlocker API: Access blocked content and bypass CAPTCHAs - Crawl API: Extract entire websites into AI-ready data - SERP API: Multi-engine search data on demand - Browser API: Remote browsing with advanced stealth Data Feeds: - Pre-built Scrapers: Real-time data from 100+ major websites - AI-powered Custom Scraper for any site - Curated Datasets covering 100+ domains - Serverless Functions for scalable, event-driven data workflows Proxy Services: - 150M+ ethically sourced residential IPs, 7M+ mobile proxies, 1.3M+ ISP proxies, 1.3M+ datacenter proxies - Granular city/state/ASN targeting, rotating or sticky sessions, and industry-leading proxy performance with 99.9% uptime - Global access across 195+ countries AI Solutions: - Data for AI: Infrastructure for LLMs, AI models, apps, and agents - Video & Media Data: Extract video, images, and multimedia at scale - Data Packages: Ready-to-use LLM datasets for any industry - Search & Extract: Real-time web search and crawl for AI apps and agents - Agent Browser: Let autonomous agents browse and take action - The Web MCP (Free): Unified AI toolkit for web data extraction and interaction Why Bright Data: - Direct API and webhook integration, no-code dashboard, and support for all major frameworks (Python, Node.js, Puppeteer, Playwright, Scrapy, Selenium, LangChain, LlamaIndex, and more) - Global coverage from 195+ locations; reliable 99.99% uptime and 99.95%+ network success rate - 24/7 live support, dedicated account managers, and award-winning service with under-10-minute average response - Rigorous commitment to compliance and ethics: GDPR & CCPA adherence, resource-sharing community, opt-in proxy network, and transparent trust management - Cost-effective, flexible pricing—free trials and pay-as-you-go options available - Power real-time data enrichment, AI/ML model training, agentic workflows, price intelligence, risk monitoring, ad verification, research, and more Whether you need to feed LLMs, empower AI agents, fuel data analytics at scale, or access rich, ready-to-use datasets, Bright Data’s infrastructure delivers reliable, secure, and future-ready solutions with simple integration for every data-driven organization. **Average Rating:** 4.7/5.0 **Total Reviews:** 317 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.2/10) - **Consolidation:** 8.7/10 (Category avg: 8.8/10) - **Data Structuring:** 8.9/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.5/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [bright data](https://www.g2.com/sellers/bright-data) - **Company Website:** https://brightdata.com/ - **Year Founded:** 2014 - **HQ Location:** Greater Tel Aviv, IL - **LinkedIn® Page:** https://www.linkedin.com/company/bright-data/ (329 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO, Founder - **Top Industries:** Information Technology and Services, Research - **Company Size:** 60% Small-Business, 20% Mid-Market #### Pros & Cons **Pros:** - Customer Support (51 reviews) - Ease of Use (45 reviews) - Helpful (40 reviews) - Data Collection (37 reviews) - Response Time (29 reviews) **Cons:** - Limitations (13 reviews) - Expensive (8 reviews) - Learning Difficulty (8 reviews) - Pricing Issues (8 reviews) - Difficult Learning (7 reviews) ### 6. [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews) Rivery's SaaS platform provides a unified solution for ELT pipelines, workflow orchestration, and data operations. Achieve more with less and create the most efficient, scalable data stack for your organization. Some of Rivery's features and capabilities: - Completely Automated SaaS Platform: Get setup and start connecting data in the Rivery platform in just a few minutes with little to no maintenance required. - Unified Data Ingestion, Transformation, & Orchestration: 100% data source capability, insight-ready data with both SQL and Python transformations, and complete workflow automation. - 200+ Native Connectors: Instantly connect to applications, databases, file storage options, and data warehouses with our fully-managed and always up-to-date connectors, including BigQuery, Redshift, Shopify, Snowflake, Amazon S3, Firebolt, Databricks, Salesforce, MySQL, PostgreSQL, and Rest API to name just a few. - Python Support: Have a data source that requires custom code? With Rivery’s native Python support, you can pull data from any system, no matter how complex the need. - Change Data Capture/Data Replication: Rivery’s best-in-class CDC support provides an easy, reliable and fast solution for replicating data from a database to your data warehouse. - 1-Click Data Apps: With Rivery Kits, deploy complete, production-level workflow templates in minutes with data models, pipelines, transformations, table schemas, and orchestration logic already defined for you based on best practices. - Data Development Lifecycle Support: Separate walled-off environments for each stage of your development, from dev and staging to production, making it easier to move fast without breaking things. Get version control, API, & CLI included. - Data Operations: With Rivery, you get centralized logging & reporting, monitoring & alerts, and data quality as part of a robust data operations layer for your data pipelines. - Solution-Led Support: Consistently rated the best support by G2, receive engineering-led assistance from Rivery to facilitate all your data needs. - Data Security: Industry-leading security and enterprise-grade privacy standards are built into Rivery’s network, product, and policies. **Average Rating:** 4.7/5.0 **Total Reviews:** 120 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10) - **Consolidation:** 9.2/10 (Category avg: 8.8/10) - **Data Structuring:** 9.5/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.3/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Boomi](https://www.g2.com/sellers/boomi) - **Year Founded:** 2000 - **HQ Location:** Chesterbrook, PA - **Twitter:** @boomi (101,219 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/boomi-inc/ (2,874 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 42% Mid-Market, 36% Small-Business #### Pros & Cons **Pros:** - Ease of Use (5 reviews) - Customer Support (4 reviews) - Data Management (4 reviews) - Automation (3 reviews) - Implementation Ease (3 reviews) **Cons:** - Data Limitations (1 reviews) - Information Deficiency (1 reviews) - Insufficient Information (1 reviews) - Lacking Features (1 reviews) - Limited Features (1 reviews) ### 7. [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) IBM StreamSets is a robust streaming data integration tool for hybrid, multi-cloud environments that enables real-time decision making. It allows ingestion and in-flight transformation of structured, unstructured, and semi-structured data from streaming sources, and reliably delivers trusted data into diverse destinations. Flexible deployment options promote security, cost-effectiveness and performance. With several pre-built connectors, an intuitive no-code/low-code interface, and automatic adaptability to data drifts, StreamSets accelerates data pipeline operationalization. It integrates with IBM’s broader data integration capabilities, enabling reliable pipelines that unify multiple data integration patterns, underpinned by data observability capabilities for continuous data quality monitoring and remediation. That’s why the largest companies in the world trust StreamSets to power millions of data pipelines for modern analytics, data science, smart applications, and hybrid integration. **Average Rating:** 4.0/5.0 **Total Reviews:** 115 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.2/10) - **Consolidation:** 7.9/10 (Category avg: 8.8/10) - **Data Structuring:** 7.6/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 7.7/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, NY - **Twitter:** @IBM (709,023 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (324,553 employees on LinkedIn®) - **Ownership:** SWX:IBM **Reviewer Demographics:** - **Who Uses This:** Data Engineer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 42% Enterprise, 33% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (30 reviews) - User Interface (16 reviews) - Data Management (15 reviews) - Data Pipelining (15 reviews) - Integrations (14 reviews) **Cons:** - Learning Curve (13 reviews) - Expensive (10 reviews) - Learning Difficulty (8 reviews) - Slow Performance (8 reviews) - Steep Learning Curve (8 reviews) ### 8. [Coupler.io](https://www.g2.com/products/coupler-io/reviews) Coupler.io is a no-code data integration platform that provides instant access to 400+ sources and a world of insights — all in one place.&nbsp;It allows you to collect data from various cloud sources, transform it, and load it into spreadsheets, BI tools, data warehouses, and AI agents. No complex setup or deep technical expertise required. Trusted by 1M+ users, including companies like Uber, Netflix, and Airbus, Coupler.io streamlines data processes for marketers, data analysts, business owners, sales teams, e-commerce businesses, and financial professionals. With 1800+ ready-made integrations, Coupler.io allows you to automatically collect data from Google Analytics, Facebook Ads, GoHighLevel, Shopify, QuickBooks, and many other apps. You can blend data from multiple sources into Google Sheets, Looker Studio, Power BI, BigQuery, Claude, ChatGPT, and other destinations. Coupler.io makes data transformation easy with data joining and appending functions, filtering, formulas, and data set templates. To quick-start with reporting, explore Coupler.io's in-app dashboards and free dashboard templates gallery for third-party tools. You can also build custom dashboards from scratch. AI Insights interprets dashboards in seconds, highlighting trends and anomalies and providing actionable recommendations. Coupler.io's AI integrations enable real-time analysis of large, blended data through natural language conversations in AI chats. These allow businesses to make data-driven decisions, scale operations, and improve reporting efficiency. Coupler.io is a SOC 2-certified, reliable platform that follows the highest data security and privacy standards to keep your data protected. Take full control of your data, identify what works, and scale it with Coupler.io for holistic data management and analysis! **Average Rating:** 4.8/5.0 **Total Reviews:** 101 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10) - **Consolidation:** 9.5/10 (Category avg: 8.8/10) - **Data Structuring:** 9.2/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.4/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Railsware](https://www.g2.com/sellers/railsware) - **Year Founded:** 2007 - **HQ Location:** Kraków - **Twitter:** @railsware (2,117 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/122084/ (184 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Non-Profit Organization Management, Marketing and Advertising - **Company Size:** 66% Small-Business, 29% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (20 reviews) - Time-Saving (19 reviews) - Automation (18 reviews) - Integrations (15 reviews) - Data Integration (14 reviews) **Cons:** - Difficult Setup (5 reviews) - Complex Setup (4 reviews) - Learning Curve (4 reviews) - Expensive (3 reviews) - Lack of Information (3 reviews) ### 9. [Decodo (formerly Smartproxy)](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) Decodo (formerly Smartproxy) is the most efficient way to test, launch, and scale your web data projects. Recognized as the Best Value Provider for 4 years in a row for offering premium quality products, a user-friendly experience, and affordable prices, Smartproxy has served over 130K users, including Fortune 500 companies, solopreneurs, data scientists, developers, performance marketers, and other specialists. Decodo's (formerly Smartproxy) infrastructure features 5 proxy types, scraping API, and 4 free tools. With global coverage spanning 195+ locations, Smartproxy offers a pool of more than 125 million residential, datacenter, mobile, and static residential proxy IPs. Diverse proxy options, comprehensive scraping solutions, round-the-clock tech support, flexible payment methods, a public API, integration guides, and an easy-to-use dashboard are among the main reasons why Smartproxy is a leading provider in the proxy and web data collection industry. Key Decodo (formerly Smartproxy) offerings include: • 115M+ ethically sourced residential proxy IPs with #1 IP quality in the market. • Residential proxies with one of the fastest response times (\<0.6s) and one of the highest success rates (99.86%) in the market. • 10M+ mobile proxy IPs with the fastest response time in the market (\<0.5s). • 500K+ shared and dedicated datacenter proxy IPs with a rapid response time (\<0.3s). • Shared and dedicated static residential proxies from premium ASNs. • Site Unblocker – a proxy-like solution to extract web data without restrictions. • A Universal Scraping solution for search engine result pages, eCommerce platforms, and other websites. • Several free tools such as AI Parser with any plan subscription. • Global coverage with 195+ locations, including countries, cities, and US states. • HTTP(S) & SOCKS5 support. • Rotating or sticky sessions of 1, 10, 30, or 60 minutes or a custom value of up to 24 hours. • Award-winning 24/7 tech support. • Intuitive dashboard, detailed documentation, and an informative blog. • 99.99% uptime. • Flexible pricing with cost-effective rates per IP or GB. • Pay As You Go option – $3.5/GB for residential proxies & $4/GB for mobile proxies. • 3-day free trial for proxies & 7-day free trial for Scraping API. • 14-day money-back option. **Average Rating:** 4.6/5.0 **Total Reviews:** 551 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) - **Consolidation:** 8.6/10 (Category avg: 8.8/10) - **Data Structuring:** 8.6/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.6/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Decodo (formerly Smartproxy)](https://www.g2.com/sellers/decodo-formerly-smartproxy) - **Year Founded:** 2018 - **HQ Location:** Vilnius, Lithuania - **LinkedIn® Page:** https://www.linkedin.com/company/smartproxy/ (136 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 95% Small-Business, 4% Mid-Market #### Pros & Cons **Pros:** - Customer Support (187 reviews) - Ease of Use (179 reviews) - Proxies (163 reviews) - IP Quality (128 reviews) - Helpful (118 reviews) **Cons:** - Proxy Issues (89 reviews) - Pricing Issues (81 reviews) - Expensive (65 reviews) - Limitations (48 reviews) - IP Limitations (26 reviews) ### 10. [Octoparse](https://www.g2.com/products/octoparse/reviews) Octoparse is an AI web scraping tool with hundreds of ready-to-use online scraper templates. We understand how difficult it is to write a script for every website, let alone the headache of constant maintenance. Our custom scraper builder allows users to build a scraping workflow with AI auto detection and manual point and click. For fast results, we have built over 600 templates for every popular website in the world. These templates are designed for plug-and-play without spending too much time on setting up. Web scraping should not be limited only to coders today, and if we can make scraping less suffering for you, our mission is completed! **Average Rating:** 4.8/5.0 **Total Reviews:** 51 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10) - **Consolidation:** 9.7/10 (Category avg: 8.8/10) - **Data Structuring:** 9.7/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.6/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Octopus Data Inc.](https://www.g2.com/sellers/octopus-data-inc) - **Year Founded:** 2016 - **HQ Location:** Irvine CA 92618 - **Twitter:** @Octoparse (1,293 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/octoparse/ (24 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 79% Small-Business, 17% Mid-Market #### Pros & Cons **Pros:** - Data Pipelining (11 reviews) - Ease of Use (11 reviews) - Automation (10 reviews) - Helpful (10 reviews) - Scraping Efficiency (10 reviews) **Cons:** - Learning Curve (7 reviews) - Slow Performance (3 reviews) - Proxy Issues (2 reviews) - Data Management (1 reviews) - Data Restrictions (1 reviews) ### 11. [Coefficient](https://www.g2.com/products/coefficient/reviews) Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficient Excel or Google Sheets extension and use it in a new or existing sheet in seconds. Once installed, Coefficient lives as a sidebar companion so your company data is only a couple of clicks away at any time. Any data source that you work with is available directly in your Coefficient sidebar – such as Salesforce, HubSpot, Snowflake, NetSuite, QuickBooks, MySQL, and Looker – with the ability to consolidate your data from multiple systems into one spreadsheet. Use Coefficient filters to easily customize your imports to only work with the data you need, keeping your spreadsheets performant. Quickly go back anytime to add more data in the same report. Never rebuild the same analysis twice by keeping your data up to date with scheduled updates. And, use Coefficient alerts to trigger Slack or email messages anytime your spreadsheet updates. Now, you can turn your spreadsheet into the most flexible, powerful monitoring system across all of your company data. Say “goodbye” to manual data workflows and “hello” to connected spreadsheets. **Average Rating:** 4.7/5.0 **Total Reviews:** 176 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) - **Consolidation:** 8.7/10 (Category avg: 8.8/10) - **Data Structuring:** 8.1/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.0/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Coefficient](https://www.g2.com/sellers/coefficient) - **Company Website:** https://coefficient.io/ - **Year Founded:** 2020 - **HQ Location:** Palo Alto, CA - **Twitter:** @coefficient_io (351 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/coefficientworks/ (70 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 49% Mid-Market, 36% Small-Business #### Pros & Cons **Pros:** - Ease of Use (72 reviews) - Automation (42 reviews) - Integrations (42 reviews) - Time-saving (36 reviews) - Easy Integrations (31 reviews) **Cons:** - Limited Features (18 reviews) - Feature Limitations (17 reviews) - Limitations (13 reviews) - Missing Features (12 reviews) - Integration Issues (11 reviews) ### 12. [Skyvia](https://www.g2.com/products/skyvia/reviews) Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and much more. Benefits of Using Skyvia: • Cost efficiency: With affordable, flexible pricing plans for each product, Skyvia suites for businesses of any size. • Ease of Use: Based on extensive customer feedback, ease of use is Skyvia's strongest quality. • Flexibility: Skyvia provides adaptable, no-code integration tools for both basic and advanced business scenarios. • Trust: Skyvia is trusted by thousands of data-driven organizations around the globe. With a vast library of 200+ connectors, Skyvia provides seamless integration among various cloud applications, databases, and data warehouses, including Salesforce, Dynamics CRM, QuickBooks Online, SQL Server, Amazon Redshift, Google BigQuery, and others. **Average Rating:** 4.8/5.0 **Total Reviews:** 315 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Consolidation:** 9.2/10 (Category avg: 8.8/10) - **Data Structuring:** 9.0/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.1/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Devart](https://www.g2.com/sellers/devart) - **Year Founded:** 1997 - **HQ Location:** Wilmington, Delaware, USA - **Twitter:** @DevartSoftware (1,738 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/800325/ (254 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO, CTO - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Small-Business, 39% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (50 reviews) - Easy Integrations (34 reviews) - Easy Setup (33 reviews) - Setup Ease (31 reviews) - Data Management (27 reviews) **Cons:** - Information Deficiency (8 reviews) - Difficult Setup (7 reviews) - Feature Limitations (7 reviews) - Learning Curve (7 reviews) - Poor Documentation (7 reviews) ### 13. [PhantomBuster](https://www.g2.com/products/phantombuster/reviews) PhantomBuster opens a new era of lead generation. PhantomBuster is a technology company that has been disrupting data scraping and automation on the web since 2016. We offer lead generation solutions in the form of Phantoms to help you generate leads from all major networks & websites. With PhantomBuster, you can: • Scrape data from LinkedIn, Sales Navigator, Twitter, Instagram, Google Maps, and more • Automate actions to interact with your prospects • Enrich your CRM with clean data 24/7 • Build advanced workflows without writing a line of code Learn more over on https://phantombuster.com/ **Average Rating:** 4.4/5.0 **Total Reviews:** 137 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.2/10) - **Consolidation:** 8.2/10 (Category avg: 8.8/10) - **Data Structuring:** 8.1/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.1/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Phantombuster](https://www.g2.com/sellers/phantombuster) - **Year Founded:** 2015 - **HQ Location:** Paris, France - **Twitter:** @officialpbuster (1,383 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/phantombuster-official/ (75 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Founder, CEO - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 73% Small-Business, 24% Mid-Market #### Pros & Cons **Pros:** - Automation (44 reviews) - Ease of Use (42 reviews) - Features (20 reviews) - LinkedIn Integration (18 reviews) - Easy Setup (14 reviews) **Cons:** - Learning Curve (15 reviews) - Pricing Issues (11 reviews) - Poor Customer Support (10 reviews) - Complex Setup (7 reviews) - Expensive (6 reviews) ### 14. [Browse AI](https://www.g2.com/products/browse-ai/reviews) Browse AI is the enterprise AI web scraping and website monitoring platform trusted by thousands of businesses to fuel mission-critical data operations. We transform websites into reliable data pipelines that power business decisions at scale. Built for B2B teams that need continuous and structured web data, Browse AI delivers both self-serve tools and fully managed enterprise solutions. • High volume: scale your web data operations across thousands of websites with automations, workflows, and bulk operations. • Maximum complexity: extract from JavaScript-heavy pages, infinite scroll, and dynamic content requiring actions (click, scroll, type) and more. • Stealth mode: scrape without detection, mimicking real users to access protected or dynamic content while managing proxies, caching, and rate limits automatically. • Structured output: deliver clean JSON, CSV, screenshots, and direct database integration. Our AI engine automatically adapts to website changes and handles complex flows that break traditional scrapers. We manage the entire technical stack (proxies, rate limiting, browser automation, and anti-bot detection) so you focus on using data, not collecting it. Looking for a fully managed web scraping solution? Browse AI Premium provides fully managed data extraction services with dedicated success teams, custom robot development, data post processing, quality assurance and complete data management. Enterprise clients see 5X faster deployment and 70% cost reduction versus building in-house, with most implementations live in 10 to 20 business days. Core capabilities: • Reliably scrape and extract data from any website with no coding required with our AI web scraping platform. • Extract the data you need in multiple formats including text, HTML, screenshots, lists, and more. • AI-powered web monitoring that checks for and alerts you when and what changes. • Designed for scale with automations and workflows to extract data from thousands of web pages and websites. • 7,000+ native integrations including REST API, webhooks, Zapier, Make, and more. • Managed services with SLA guarantees and dedicated technical support. Trusted by thousands of businesses and enterprises for: • Competitive intelligence across complex marketplaces and multi-vendor platforms. • Price monitoring on JavaScript-heavy e-commerce sites with dynamic pricing. • Lead enrichment from directories, job boards, and business databases at scale. • Supply chain monitoring across thousands of distributor and manufacturer sites. • Compliance tracking on frequently-updated regulatory sites. Where reliability meets scalability for your business-critical data extraction. **Average Rating:** 4.8/5.0 **Total Reviews:** 59 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10) - **Consolidation:** 9.3/10 (Category avg: 8.8/10) - **Data Structuring:** 9.3/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.2/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Browse AI](https://www.g2.com/sellers/browse-ai) - **Year Founded:** 2020 - **HQ Location:** Vancouver, CA - **Twitter:** @BrowseAI (3,572 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/browseai/?originalSubdomain=ca (29 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 78% Small-Business, 14% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (11 reviews) - Automation (6 reviews) - Customer Support (6 reviews) - Helpful (5 reviews) - No-coding (5 reviews) **Cons:** - Complex Setup (2 reviews) - Pricing Issues (2 reviews) - Difficult Learning (1 reviews) - Insufficient Information (1 reviews) - Integration Issues (1 reviews) ### 15. [SerpApi](https://www.g2.com/products/serpapi-serpapi/reviews) Web Search API to help you scrape Google and other search engines with our fast, easy, and complete API. It supports Google, Bing, Naver, Yahoo, Baidu, YouTube, Yandex, DuckDuckGo, and more. And integrates into any programming language (Python, JavaScript, Ruby, .NET, C#, Java, Go, Rust, and more) or using various no-code tools like n8n. The API removes all the hassle of scraping data, getting blocked, finding the data on constantly changing pages, CAPTCHA, and scraper legal issues. **Average Rating:** 4.8/5.0 **Total Reviews:** 28 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) **Seller Details:** - **Seller:** [SerpApi](https://www.g2.com/sellers/serpapi) - **Company Website:** https://www.serpapi.com - **Year Founded:** 2017 - **HQ Location:** Austin, US - **LinkedIn® Page:** https://www.linkedin.com/company/18596319 (46 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software - **Company Size:** 82% Small-Business, 11% Enterprise #### Pros & Cons **Pros:** - Ease of Use (6 reviews) - Data Accuracy (5 reviews) - Integration Capabilities (5 reviews) - Affordable (3 reviews) - Easy Setup (3 reviews) **Cons:** - High Costs (4 reviews) - Limited Features (3 reviews) - Subscription Issues (3 reviews) - Filtering Issues (1 reviews) - High Pricing (1 reviews) ### 16. [Zyte](https://www.g2.com/products/zyte/reviews) Zyte is a web scraping API and managed web data extraction service for reliably accessing and extracting data from the web at scale. Zyte API provides automatic unblocking, managed browser infrastructure, and high-performance extraction endpoints for building and scaling web crawlers. Zyte API Enterprise adds volume-based pricing and direct access to Zyte experts for mission-critical use cases. For fully managed needs, Zyte Data Services delivers compliant, production-ready data feeds with enterprise-grade support and SLAs. **Average Rating:** 4.3/5.0 **Total Reviews:** 94 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10) - **Consolidation:** 7.6/10 (Category avg: 8.8/10) - **Data Structuring:** 7.8/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.1/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Zyte](https://www.g2.com/sellers/zyte) - **Company Website:** https://www.zyte.com - **Year Founded:** 2010 - **HQ Location:** Ballincollig, IE - **Twitter:** @zytedata (4,031 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2450827/ (227 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 56% Small-Business, 26% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (24 reviews) - Web Scraping (19 reviews) - Customer Support (17 reviews) - Reliability (17 reviews) - Scraping Efficiency (16 reviews) **Cons:** - Pricing Issues (19 reviews) - Expensive (7 reviews) - Learning Curve (6 reviews) - Learning Difficulty (6 reviews) - UX Improvement (6 reviews) ### 17. [Hevo Data](https://www.g2.com/products/hevo-data/reviews) Hevo is a reliable, cost-effective ELT platform that effortlessly streamlines data integration. As an automated data pipeline solution, Hevo seamlessly syncs data from 150+ sources, including SQL, NoSQL, and SaaS applications, into your data warehouse, automatically transforming it for analytics—removing the need for manual pipeline management. Trusted by over 2,000 data teams in 45+ countries, Hevo enables businesses to centralize their data effortlessly. With an intuitive interface, setting up data pipelines is quick and straightforward—just four easy steps and five minutes to get your data flowing reliably. **Average Rating:** 4.4/5.0 **Total Reviews:** 270 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10) - **Consolidation:** 8.3/10 (Category avg: 8.8/10) - **Data Structuring:** 8.4/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.3/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Hevo Data](https://www.g2.com/sellers/hevo-data) - **Company Website:** https://hevodata.com/ - **Year Founded:** 2017 - **HQ Location:** San Francisco, California - **Twitter:** @HevoData (832 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13296733/ (241 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Engineer, Data Analyst - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 49% Mid-Market, 40% Small-Business #### Pros & Cons **Pros:** - Ease of Use (33 reviews) - Customer Support (23 reviews) - Easy Integrations (21 reviews) - Easy Setup (17 reviews) - No-coding (15 reviews) **Cons:** - Expensive (12 reviews) - Pricing Issues (11 reviews) - Limited Customization (10 reviews) - Limitations (8 reviews) - Complex Setup (5 reviews) ### 18. [DocuPipe](https://www.g2.com/products/docupipe/reviews) DocuPipe is an AI document processing solution designed to help users efficiently extract and understand information from a wide variety of documents. This software employs advanced computer vision and large language model (LLM) orchestration to analyze documents even when they are long, vary in layout, and have complex tables or handwriting. DocuPipe lets your business easily define how you want to understand your specific document types. Automatically traige incoming documents and map them to right extracion, and get a reliable output every time - even if the document is long, scanned, or comes in at variable layout. Automate anything from invoice processing to patient intake checklist based on lab reports to utility bill understanding. A key feature of DocuPipe is its schema-first extraction capability. Users can just explain in plain English how they want a document to be understood, and the AI engine pores over thousands of documents to build a structure that makes sense given real life documents. This results in strongly typed and consistent outputs, ensuring that the extracted data is reliable and easily integrated with other systems. Unlike LLM-only solutions, DocuPipe is able to ground its predictions in physical text - yellow markering the evidence behind every number, date or conclusion it has drawn from a document. This lets you define review pipeliens for high-stakes processing, or when compliance requires a human in the loop. Focus valuable human attention on lower confidence fields, and unlock a 10x productivity growth for data entry operations. DocuPipe offers a numerous paths to integration. Send your data results to 5000+ destinations unlocked using no-code solutions such as Workato, Make, and n8n. Define workflows with a graphical interface, and hook up complex pipeliens using its extensively documented API. **Average Rating:** 4.9/5.0 **Total Reviews:** 53 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) - **Consolidation:** 8.7/10 (Category avg: 8.8/10) - **Data Structuring:** 10.0/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 9.2/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [ DocuPipe](https://www.g2.com/sellers/docupipe) - **Company Website:** https://www.docupanda.io/ - **Year Founded:** 2023 - **HQ Location:** New York City, US - **LinkedIn® Page:** https://www.linkedin.com/company/docupanda/ (5 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Accounting, Information Technology and Services - **Company Size:** 52% Small-Business, 22% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (42 reviews) - Accuracy (30 reviews) - Customer Support (29 reviews) - Data Extraction (20 reviews) - Setup Ease (20 reviews) **Cons:** - Poor Interface Design (6 reviews) - Poor UI Design (6 reviews) - Expensive (5 reviews) - UX Improvement (5 reviews) - Difficult Learning (4 reviews) ### 19. [Weld](https://www.g2.com/products/weld-weld/reviews) Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy data pipelines in minutes with connectors that adapt to schema changes, detect duplicates, self-heal on failure, and run without maintenance, so your data team can focus on insights, not infrastructure. **Average Rating:** 4.8/5.0 **Total Reviews:** 101 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10) - **Consolidation:** 8.9/10 (Category avg: 8.8/10) - **Data Structuring:** 9.0/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.0/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Weld](https://www.g2.com/sellers/weld-733aad41-2e36-4f42-9349-7d847f41d873) - **Year Founded:** 2021 - **HQ Location:** Copenhagen, DK - **Twitter:** @WeldHQ (98 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/weldhq/ (97 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO - **Top Industries:** Computer Software, Retail - **Company Size:** 58% Small-Business, 41% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (16 reviews) - Customer Support (13 reviews) - Features (12 reviews) - Automation (11 reviews) - Data Integration (9 reviews) **Cons:** - Limited Connectors (8 reviews) - Feature Limitations (6 reviews) - Missing Features (5 reviews) - Limited Integrations (4 reviews) - Connectivity Issues (3 reviews) ### 20. [ScrapingBee](https://www.g2.com/products/scrapingbee/reviews) ScrapingBee is a powerful and developer-focused web scraping API designed to handle the complexities of modern data extraction. We manage a vast network of headless browsers, rotate proxies automatically, and offer pioneering AI-powered data extraction, allowing your team to focus on integrating valuable data, not on the complex and costly maintenance of scraping infrastructure. Say goodbye to getting blocked and hello to reliable, structured web data at scale. Why developers and enterprises choose ScrapingBee: 1. Managed Headless Chrome Infrastructure: We operate and maintain thousands of headless Chrome browser instances so you don't have to. Avoid the common pitfalls of running your own browser automation cluster, such as memory leaks, zombie processes, and the constant need for updates and patches. Our service provides a robust, scalable, and always-on solution that renders web pages exactly as a real user would see them, using the latest Chrome version for maximum compatibility with modern web technologies. 2. Effortless JavaScript Rendering Successfully scrape any dynamic, JavaScript-heavy website with a single API parameter. ScrapingBee is built to handle complex single-page applications (SPAs) built with React, Angular, Vue.js, and other modern frameworks. Our API can execute custom JavaScript snippets to interact with pages, click buttons, scroll through infinite-loading content, and wait for specific elements to appear, ensuring you capture the complete and accurate data you need. 3. Enterprise-Grade Proxy Network Forget about managing your own proxy lists. Our API features automatic proxy rotation across a massive, globally distributed network, ensuring high success rates and reliability. This built-in capability , combined with sophisticated anti-blocking technology and support for IP geolocation targeting, ensures your requests appear organic and bypass common rate limiters and sophisticated bot-detection systems. 4. AI-Powered Selector-Free Extraction Leverage the next generation of data scraping. Simply describe the data you need in plain English, and our AI will identify and extract the relevant information for you. This powerful feature completely removes the need to write and maintain fragile CSS selectors, making web scraping more accessible and resilient than ever. 5. High-Quality Data for AI Models Keep your AI models and applications current with fresh, structured data scraped directly from the web. Our API is the ideal solution for feeding LLM training datasets, powering Retrieval-Augmented Generation (RAG) pipelines, and keeping chatbot or AI search engine content relevant. Get the exact data you need, formatted as clean HTML, structured JSON, or even text-only Markdown, ready for seamless integration into your AI workflows. 6. Specialized Scraping APIs: - SERP API: Scrape search engine result pages at scale for SEO monitoring, competitor analysis, and rank tracking without encountering rate limits. - Amazon API: Get structured pricing, review, and inventory data from Amazon at scale. - Walmart API: Extract real-time product information and pricing from Walmart. - YouTube Scraping API: Scrape YouTube search results, video metadata, transcripts, and trainability information in real-time with structured JSON output. - ChatGPT Scraper API: Generate AI-powered text responses with GPT-4o in a single API call, with optional web search capabilities. No-Code & Low-Code Ready: ScrapingBee integrates seamlessly with leading automation platforms like Make, Zapier, and n8n. **Average Rating:** 4.9/5.0 **Total Reviews:** 17 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Data Structuring:** 10.0/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 10.0/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [ScrapingBee](https://www.g2.com/sellers/scrapingbee) - **Year Founded:** 2019 - **HQ Location:** Paris, FR - **LinkedIn® Page:** https://www.linkedin.com/company/scrapingbee (13 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 59% Small-Business, 6% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (5 reviews) - Documentation (4 reviews) - Easy Setup (4 reviews) - Pricing (4 reviews) - Scraping Efficiency (4 reviews) **Cons:** - Pricing Issues (3 reviews) - Limited Features (1 reviews) - Poor Customer Support (1 reviews) - UX Improvement (1 reviews) ### 21. [Adverity](https://www.g2.com/products/adverity/reviews) Centralized Data Management for the Modern Marketer Adverity is the marketing intelligence platform that empowers agencies and enterprises to transform complex data into confident, AI-powered decisions. Through automated connectivity to 600+ data sources and destinations, unrivalled data transformation capabilities, powerful data governance, and built-in agentic and conversational AI for streamlined data access and insight activation, Adverity enables smarter, faster decision-making. Adverity is used by leading brands and agencies including Unilever, Bosch, IKEA, Barilla, Forbes, GroupM, Publicis, Dentsu, and more. **Average Rating:** 4.4/5.0 **Total Reviews:** 253 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) - **Consolidation:** 8.5/10 (Category avg: 8.8/10) - **Data Structuring:** 8.3/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 7.7/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Adverity GmbH](https://www.g2.com/sellers/adverity-gmbh) - **Company Website:** https://www.adverity.com - **Year Founded:** 2015 - **HQ Location:** Vienna, Austria - **Twitter:** @myadverity (1,762 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5340622/ (292 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Analyst, Data Engineer - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 42% Mid-Market, 41% Small-Business #### Pros & Cons **Pros:** - Ease of Use (19 reviews) - Data Management (14 reviews) - Integrations (13 reviews) - Easy Integrations (12 reviews) - Customer Support (11 reviews) **Cons:** - Time-Consuming (8 reviews) - Data Management (6 reviews) - Lack of Information (6 reviews) - Time Delays (6 reviews) - Difficult Learning (5 reviews) ### 22. [Keboola](https://www.g2.com/products/keboola/reviews) Keboola is the unified AI & Data orchestration platform that empowers organizations to turn data into business value faster and more securely than ever. It acts as your agentic AI co-pilot for data workflows, automating everything from integration to insight. With Keboola, Engineering teams, digital natives, startup CTOs, and innovation leads alike can rapidly build and manage data products, applications, AI agents, and autonomous crews seamlessly—without sacrificing compliance or security. Built for Every Data Persona: Whether you’re a seasoned data engineer or a business analyst, Keboola is built to make you successful. Data engineers love the open extensibility – code in SQL, Python, R, or use our API/CLI to tailor any step. Analysts and non-coders love the self-service UI – point-and-click data pipeline assembly, drag-and-drop transformations with text to SQL on semantic layer, and one-click deployment of pre-built workflows. Collaboration is seamless, with shared workspaces and sandboxes that let teams build and share data products freely without affecting production. What sets us apart? With Keboola, you can build and manage data products, applications, AI agents, and autonomous crews seamlessly—without sacrificing compliance or security. 🔗 Unified Connectivity: Effortlessly connect to 700+ data sources (databases, SaaS apps, and APIs) .Real-time Streams, Change Data Capture or batch. 🤖 Agentic AI Orchestration: Keboola’s AI-driven engine orchestrates data pipelines and ML workflows automatically. It can trigger the next steps based on data events or quality checks, and dynamically allocate resources. Think of it as an autopilot for your data & AI, ensuring pipelines run optimally and recover on their own from hiccups. 🛡️ Built-in Governance & Security: Every dataset and process in Keboola is governed. Fine-grained access controls, lineage tracking, and audit logs are native to the platform. Compliance is simplified – SOC 2, GDPR, and industry standards are supported out-of-the-box. 🚀 Rapid Development & Prototyping: Innovate without constraints. Spin up isolated dev/test sandboxes in seconds to prototype new data products or AI models. 🌎 Multi-Cloud Scalability: Built on a cloud-native architecture, Keboola scales with your needs. Deploy on your preferred cloud (AWS, Azure, GCP) and let Keboola handle the heavy lifting – elastic compute, parallel processing, and workload optimization. Start small and scale to enterprise workloads globally, without re-architecting. 💡 End-to-End Insight Activation: Because Keboola unifies your data pipelines, analytics, and ML, you can go from raw data to AI-driven insights in record time. Why Keboola: Instead of cobbling together multiple tools for integration, ETL/ELT, data catalogs, automation, and AI, Keboola delivers a single platform that does it all – with unprecedented ease and intelligence. Our customers have replaced 5-10 disparate tools with Keboola’s unified solution, drastically accelerating delivery. Join 30,000+ companies and industry leaders who use Keboola to supercharge their data teams. Whether you need to deliver data to AI Agents, streamline a complex data estate, or build and share data products to business, Keboola’s AI orchestration platform adapts to your needs – freeing you to focus on innovation and business growth. **Average Rating:** 4.6/5.0 **Total Reviews:** 134 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) - **Consolidation:** 8.8/10 (Category avg: 8.8/10) - **Data Structuring:** 8.5/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.7/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Keboola](https://www.g2.com/sellers/keboola) - **Company Website:** https://www.keboola.com - **Year Founded:** 2008 - **HQ Location:** Prague - **Twitter:** @keboola (2,007 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/keboola/ (113 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Data Analyst, Data Engineer - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 64% Mid-Market, 21% Small-Business #### Pros & Cons **Pros:** - Ease of Use (35 reviews) - Features (27 reviews) - Data Management (26 reviews) - Integrations (26 reviews) - Customer Support (25 reviews) **Cons:** - Learning Curve (14 reviews) - Complexity (13 reviews) - Steep Learning Curve (11 reviews) - Data Management (9 reviews) - UX Improvement (9 reviews) ### 23. [Minitab Connect](https://www.g2.com/products/minitab-connect/reviews) Minitab Connect® is a data integration solution designed to help users access, blend, and enrich data from various critical sources, enabling meaningful business intelligence and informed decision-making. This platform serves as a bridge for organizations looking to harness the power of their data by providing tools that facilitate seamless data integration, automation, and governance across diverse data environments. Targeted at data users across enterprises, Minitab Connect® caters to professionals in various industries who require efficient methods to analyze and visualize data. The platform is particularly beneficial for organizations that rely on multiple data sources, including databases, cloud applications, unstructured data, and spreadsheets. By offering self-serve tools, Minitab Connect® empowers users to take control of their data analytics initiatives, fostering collaboration and enhancing the overall decision-making process within teams. One of the key features of Minitab Connect® is its flexible and automated workflows, which streamline the data integration process. Users can effortlessly blend data from disparate sources, allowing for a comprehensive view of their information landscape. The platform also includes powerful data preparation and visualization tools, which help users uncover transformative insights that can drive strategic decisions. This capability is essential for organizations aiming to spot trends, solve complex problems, and enhance operational efficiency. Minitab's reputation in the market is underscored by its long-standing history of nearly 50 years in providing data analysis and process improvement tools. With a customer base that includes over 90% of the Fortune 100 and a significant portion of the Fortune 500, Minitab Connect® is trusted by organizations of all sizes and industries. The platform’s user-friendly interface and robust functionality make it an attractive option for those seeking to derive actionable insights from their data, ultimately supporting their commitment to excellence in performance and outcomes. **Average Rating:** 4.5/5.0 **Total Reviews:** 28 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10) - **Consolidation:** 8.3/10 (Category avg: 8.8/10) - **Data Structuring:** 7.9/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.8/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Minitab](https://www.g2.com/sellers/minitab-14ca02fe-fdeb-44c4-b0db-904058d0221b) - **Company Website:** https://www.minitab.com - **Year Founded:** 1972 - **HQ Location:** State College, Pennsylvania, United States - **Twitter:** @Minitab (5,025 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/39142/ (706 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Information Technology and Services - **Company Size:** 61% Enterprise, 29% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (7 reviews) - Data Integration (3 reviews) - Easy Integrations (3 reviews) - Functionality (3 reviews) - Integrations (3 reviews) **Cons:** - Learning Curve (3 reviews) - Learning Difficulty (3 reviews) - Poor Visualization (3 reviews) - Visualization Limitations (3 reviews) - Complexity (2 reviews) ### 24. [Artie](https://www.g2.com/products/artie-data/reviews) Artie is pioneering a new category of data infrastructure: fully managed CDC streaming. From capturing changes to merges, backfills, and observability — Artie automates the entire data ingestion lifecycle. By eliminating brittle orchestration, manual backfill logic, and silent failures, Artie delivers production-grade infrastructure you can trust — with no maintenance required. With strong, flexible pipelines as their backbone, teams at Substack, Alloy, and Wasserman are able to ship faster, launch new data products, and scale confidently — without rebuilding infrastructure every time their strategy evolves. **Average Rating:** 5.0/5.0 **Total Reviews:** 23 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Consolidation:** 9.2/10 (Category avg: 8.8/10) - **Data Structuring:** 8.3/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 10.0/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Artie](https://www.g2.com/sellers/artie) - **Year Founded:** 2023 - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** https://www.linkedin.com/company/artie-technologies (13 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Financial Services, Computer Software - **Company Size:** 65% Mid-Market, 30% Small-Business #### Pros & Cons **Pros:** - Customer Support (15 reviews) - Ease of Use (14 reviews) - Easy Setup (11 reviews) - Features (10 reviews) - Reliability (8 reviews) **Cons:** - Difficult Setup (2 reviews) - Limited Features (2 reviews) - API Issues (1 reviews) - API Limitations (1 reviews) - Complex Setup (1 reviews) ### 25. [Matia](https://www.g2.com/products/matia/reviews) Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data, instead of their tools. Matia combines ingestion, reverse ETL, data cataloging, and observability into a single, unified interface. Rather than stitching together multiple tools for data movement, observability, and metadata tracking, teams use Matia to streamline their workflow, reduce vendor bloat, and improve data trust across the organization. Common use cases include syncing operational data into warehouse destinations, monitoring pipeline health with built-in alerts, documenting data assets automatically, and aligning data delivery with business-critical SLAs. Teams adopt Matia to simplify their stack, reduce engineering overhead, and create more transparent, reliable data infrastructure. **Average Rating:** 4.9/5.0 **Total Reviews:** 32 **User Satisfaction Scores:** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Consolidation:** 9.5/10 (Category avg: 8.8/10) - **Data Structuring:** 9.6/10 (Category avg: 9.0/10) - **Diverse Extraction Points:** 8.7/10 (Category avg: 8.8/10) **Seller Details:** - **Seller:** [Matia](https://www.g2.com/sellers/matia) - **Company Website:** https://www.matia.io - **Year Founded:** 2023 - **HQ Location:** Miami, US - **LinkedIn® Page:** http://linkedin.com/company/matia-data (39 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Financial Services, Computer Software - **Company Size:** 59% Mid-Market, 25% Small-Business #### Pros & Cons **Pros:** - Customer Support (25 reviews) - Ease of Use (18 reviews) - Features (18 reviews) - Integrations (13 reviews) - Reliability (12 reviews) **Cons:** - Limited Connectors (4 reviews) - Missing Features (4 reviews) - Limited Features (3 reviews) - Limited Integrations (3 reviews) - Not User-Friendly (3 reviews) ## Parent Category [IT Management Software](https://www.g2.com/categories/it-management) ## Related Categories - [ETL Tools](https://www.g2.com/categories/etl-tools) - [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) - [Data Replication Software](https://www.g2.com/categories/data-replication)