Best Data Extraction Tools

How Many Data Extraction Tools Products Does G2 Track?

Total Products under this Category: 592

Category Stats (Nov 2026)

  • Average Rating: 4.59/5 (↑0.02 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Browserless (+9.81%) - Among all products in this category, Browserless recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Extraction Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 29,200+ Authentic Reviews
  • 592+ 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, Firecrawl, Oxylabs, Bright Data, Fivetran, IPRoyal, Boomi Data Integration, and IBM StreamSets.

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

Apify

Apify is the largest marketplace of tools for AI. At its core is Apify Store, a marketplace where builders create, publish, and monetize tools called Actors. Actors are serverless cloud programs that get web data and automate tasks on the web. Builders create them with JavaScript or Python. Build an Actor once and publish it to Apify Store. Thousands of builders already have. Earn when others use it - Apify handles all the infrastructure, billing, and monthly payouts. For everyone else, Apify means never building from scratch. Apify Store has thousands of ready-to-run Actors for extracting Amazon product data, scraping Google Maps listings, monitoring competitor prices, pulling social media content, generating leads, and hundreds of other jobs on the web. Pick the Actor you need, run it, and get your data. Behind the scenes, Actors handle proxy rotation, CAPTCHA solving, JavaScript rendering, headless browsers, scaling, storage, and scheduling. The Apify platform runs with 99.95% uptime. It's SOC 2 Type II, GDPR, and CCPA compliant, and trusted by companies and organizations such as Intercom, Groupon, 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's MCP server lets AIs like Claude discover and use Actors as tools dynamically, so an agent can ask "find the top 10 Indian restaurants in San Francisco" and automatically use the right Actor to get that data. Use cases span competitive intelligence, lead generation, market research, SEO monitoring, and crawling websites for AI 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. Schedule runs to keep data fresh and export to JSON, CSV, Excel, Google Sheets, databases, or push straight into your workflows. Beyond Apify Store, the Professional Services team builds and maintains custom solutions with dedicated data experts and long-term project maintenance. Start free with $5 in prepaid monthly platform usage; paid plans scale with compute, storage, and proxy usage (see https://apify.com/pricing).

Average Rating: 4.7/5.0

Total Reviews: 692

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How Do G2 Users Rate Apify?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)
  • Consolidation: 8.9/10 (Category avg: 9.0/10)
  • Data Structuring: 9.2/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 9.3/10 (Category avg: 9.0/10)

Who Is the Company Behind Apify?

  • Seller: Apify
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Praha, CZ
  • LinkedIn® Page: www.linkedin.com
    272 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, CEO
  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 84% Small, 8% Medium

What Do G2 Reviewers Say About Apify?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Apify, enabling quick setup and efficient data scraping without coding.
  • Users appreciate the easy setup and robust features of Apify, streamlining their web scraping and automation tasks.
  • Users commend Apify for its scraping efficiency, quickly handling thousands of records with ease and reliability.
  • Users value the flexibility and reliability of Apify for web scraping and automation, enhancing productivity significantly.
  • Users value the easy integrations of Apify, enabling seamless connectivity with various solutions and tools.
Cons
  • Users find the pricing issues of Apify challenging, especially for intensive tasks and small teams.
  • Users find Apify expensive, especially when running large-scale scraping jobs or using many actors in parallel.
  • Users face a steep learning curve in mastering Apify, making initial adoption and usage challenging for beginners.
  • Users find the steep learning curve challenging, especially for non-technical members and complex configurations.
  • Users experience a steep learning curve when using Apify, particularly for beginners and non-technical team members.

What Are Recent G2 Reviews of Apify?

What Are G2 Users Discussing About Apify?

Firecrawl

Firecrawl is the context API for AI agents and a data extraction platform for live web content. It helps developers and AI teams search the live web, scrape pages into clean Markdown or structured data, and interact with dynamic sites so agents can work with current web context. Search finds fresh, relevant sources and can return excerpts or full pages in the same call. Scrape turns a URL into clean Markdown, JSON, a grounded answer, or exact highlights, with headers, footers, and ads removed. Interact drives a real browser for clicks, forms, logins, infinite scroll, and other pages that only load after user actions. Firecrawl is also building Alexandria, the knowledge library for superintelligence. Through the same API, MCP server, or CLI, agents can find and query 100+ data providers and specialized indexes alongside the live web, including Firecrawl's Research, Developer, and Government indexes. Firecrawl pays official data providers such as Wikimedia Enterprise for access, so the people who maintain knowledge share in the value AI agents get from it. Firecrawl also includes: - Parse: convert PDFs, Word, Excel, and PowerPoint files into Markdown or JSON - Crawl: collect content from a full site or section for RAG, knowledge bases, or research - Map: discover the structure of a site - Agent: gather structured data wherever it lives on the web - Monitor: watch pages, whole sites, or new web search results for changes Teams use Firecrawl through the API and SDKs, or connect it to agent workflows with MCP, the CLI, Skills, and integrations such as ChatGPT, Claude, Cursor, Codex, n8n, Zapier, Lovable, and Replit. Agents can also start keyless: Search, Scrape, and Parse work without an account or API key, within daily limits. Output is built for AI agent loops and RAG pipelines, including token-efficient Markdown and schema-based JSON. It is designed for JavaScript-heavy pages, SPAs, and other live sites that need rendering or user actions. Who uses Firecrawl: AI agent builders, RAG and knowledge-base teams, researchers, and growth or ops teams that need live web context in production workflows. Common uses include AI research agents, RAG and knowledge-base ingestion, lead enrichment, competitive monitoring, market research, dataset collection, KYC and KYB enrichment, and converting web pages and documents into LLM-ready context. Firecrawl is open source with more than 190,000 GitHub stars, and more than 1.5 million users build with it, including teams at Zapier, Replit, Lovable, and Gamma. Use it in the cloud or self-host it. A free plan includes 1,000 credits per month with no credit card. Paid plans add credits, concurrency, and support, and Firecrawl is also available on AWS Marketplace and Google Cloud Marketplace. Enterprise plans can include zero data retention, SSO and SCIM, and dedicated support. Firecrawl is SOC 2 Type II.

Average Rating: 4.7/5.0

Total Reviews: 983

How Do G2 Users Rate Firecrawl?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)
  • Consolidation: 10.0/10 (Category avg: 9.0/10)
  • Data Structuring: 9.9/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Firecrawl?

  • Seller: Firecrawl
  • Company Website:
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    54 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, CEO
  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 94% Small, 4% Medium

What Are Recent G2 Reviews of Firecrawl?

Oxylabs

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: 422

How Do G2 Users Rate Oxylabs?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.2/10)
  • Consolidation: 7.9/10 (Category avg: 9.0/10)
  • Data Structuring: 7.9/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 8.2/10 (Category avg: 9.0/10)

Who Is the Company Behind Oxylabs?

  • Seller: Oxylabs
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Vilnius, Lithuania
  • LinkedIn® Page: www.linkedin.com
    488 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Small, 12% Medium

What Do G2 Reviewers Say About Oxylabs?

AI-generated summary from verified user reviews

Pros
  • Users value the reliable global IP coverage of Oxylabs, facilitating accurate targeting for their proxy needs.
  • Users find the setup ease of Oxylabs remarkable, allowing for quick integration and functionality without hassle.
  • Users appreciate the ease of use of Oxylabs, noting its straightforward setup and user-friendly interface.
  • Users praise the high performance and reliability of Oxylabs, enjoying fast proxies with low latency.
  • Users value the responsive and knowledgeable customer support of Oxylabs, enhancing their setup and troubleshooting experience.
Cons
  • Users find pricing issues with Oxylabs, noting the costs can be high for smaller teams and limited access.
  • Users find the pricing and accessibility of Oxylabs challenging, particularly for smaller teams and light users.
  • Users experience proxy issues with Oxylabs, such as timing out, blocked IPs, and paywall restrictions for location changes.
  • Users find the complex setup of Oxylabs challenging, especially for those who are not technically inclined.
  • Users find the learning difficulty of Oxylabs can hinder the experience, particularly for those without technical expertise.

What Are Recent G2 Reviews of Oxylabs?

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Fivetran

Fivetran is the data foundation for AI. One platform moves, manages, and transforms data from every application, database, event stream, and file your business runs on into a governed foundation that analytics, operations, and AI can act on. Connectors deploy in minutes, run themselves, and adjust automatically when a source changes, so your data team spends its time building, not maintaining pipelines.

Average Rating: 4.3/5.0

Total Reviews: 837

How Do G2 Users Rate Fivetran?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)
  • Consolidation: 8.4/10 (Category avg: 9.0/10)
  • Data Structuring: 8.5/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 8.5/10 (Category avg: 9.0/10)

Who Is the Company Behind Fivetran?

  • Seller: Fivetran
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Oakland, CA
  • LinkedIn® Page: www.linkedin.com
    1,902 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Data Analyst
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Medium, 27% Small

What Do G2 Reviewers Say About Fivetran?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Fivetran, praising its intuitive interface and simple setup processes.
  • Users value Fivetran's easy setup, allowing seamless integration without needing deep technical expertise.
  • Users highlight the easy integration of Fivetran, enabling quick setup and reliable connections across platforms.
  • Users highlight the responsive and helpful customer support of Fivetran, ensuring a smooth data integration experience.
  • Users appreciate the user-friendly interface of Fivetran, making data integration and connector setup seamless and intuitive.
Cons
  • Users experience sync issues with Fivetran, leading to delays and difficulties in data management for projects.
  • Users find Fivetran to be expensive, especially for startups and small businesses with high data volumes.
  • Users face integration issues with Fivetran, particularly with costly dependencies and missing connectors for certain data sources.
  • Users express concerns about high pricing issues with Fivetran, especially as data needs grow and scale.
  • Users note the steep learning curve with Fivetran, requiring technical skills for complex queries and overcoming initial confusion.

What Are Recent G2 Reviews of Fivetran?

What Are G2 Users Discussing About Fivetran?

Bright Data

Bright Data is the leading web data infrastructure company, trusted by 50,000+ organizations worldwide including 14 of the top 20 global AI labs to access, collect, and deliver public web data at scale. Teams use Bright Data to turn the public web into structured, actionable intelligence: training and grounding AI models, monitoring markets, enriching BI systems, tracking search results, analyzing eCommerce and travel data, supporting financial research, and automating competitive intelligence. The platform is built for production-scale operations, with 400M+ IPs across 195 countries and 99.99% uptime. What Bright Data offers: - Web Access APIs: Reliable, compliant access to any public website at scale - Scraper APIs & Scraper Studio: AI-powered workspace for building, testing, and deploying extraction workflows using natural language prompts - Ready-to-use datasets & real-time data feeds: Structured, AI-ready data with zero infrastructure overhead - MCP Server: Connects AI agents and assistants to live web data for search, browsing, extraction, and LLM grounding, no pipelines required - Browser API & SERP API: Automate browser interactions and search data collection - CLI & developer APIs: Build and manage workflows from existing development environments Who uses Bright Data: AI teams, data engineers, developers, analysts, business intelligence teams, researchers, and enterprise data operations across AI/ML, finance, eCommerce, travel, marketing, and more. Key use cases: AI training and grounding - LLM data pipelines - agentic web access - market intelligence - price monitoring - eCommerce analytics · SERP tracking - brand protection - ad verification - financial data collection - academic research - competitive intelligence Bright Data aligns with GDPR, CCPA, SOC 2 Type II, and ISO 27001, and is a founding member of the Alliance for Responsible Data Collection (ARDC).

Average Rating: 4.7/5.0

Total Reviews: 352

How Do G2 Users Rate Bright Data?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.2/10)
  • Consolidation: 8.7/10 (Category avg: 9.0/10)
  • Data Structuring: 8.9/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 8.6/10 (Category avg: 9.0/10)

Who Is the Company Behind Bright Data?

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

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Information Technology and Services, Research
  • Company Size: 59% Small, 20% Medium

What Do G2 Reviewers Say About Bright Data?

AI-generated summary from verified user reviews

Pros
  • Users commend the excellent customer support of Bright Data, appreciating prompt and helpful responses to inquiries.
  • Users value the user-friendly interface of Bright Data, making web scraping approachable and efficient for everyone.
  • Users appreciate the user-friendly interface of Bright Data, making it easy to navigate and utilize effectively.
  • Users highlight the ease of data collection with Bright Data, enabling fast insights even for non-technical teams.
  • Users appreciate the quick response time of Bright Data's support, enhancing their overall experience with the platform.
Cons
  • Users find Bright Data has limited guidance on tool selection and experience delays when downloading large snapshots.
  • Users find Bright Data to be expensive for small businesses, with unclear pricing and high costs for limited results.
  • Users face a learning difficulty due to the technical knowledge required and unclear tool selection guidance.
  • Users are concerned about the unclear pricing scheme of Bright Data, often feeling it’s steep for smaller users.
  • Users find the difficult learning curve for advanced features of Bright Data a significant hurdle to overcome.

What Are Recent G2 Reviews of Bright Data?

What Are G2 Users Discussing About Bright Data?

Boomi Data Integration

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

How Do G2 Users Rate Boomi Data Integration?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)
  • Consolidation: 9.2/10 (Category avg: 9.0/10)
  • Data Structuring: 9.5/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 9.3/10 (Category avg: 9.0/10)

Who Is the Company Behind Boomi Data Integration?

  • Seller: Boomi
  • Year Founded: 2000
  • HQ Location: Conshohocken, PA
  • LinkedIn® Page: www.linkedin.com
    3,071 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Medium, 36% Small

What Do G2 Reviewers Say About Boomi Data Integration?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Boomi Data Integration, finding it user-friendly and efficient for their needs.
  • Users commend the excellent customer support of Boomi Data Integration, enhancing their implementation and troubleshooting experiences.
  • Users commend Rivery's comprehensive data connectors, facilitating seamless integration and efficient reporting across platforms.
  • Users greatly value the automation capabilities of Boomi Data Integration, enhancing efficiency in data management processes.
  • Users find implementation easy with Boomi Data Integration, praising its user-friendliness and excellent customer support.
Cons
  • Users face data limitations with Boomi Data Integration, often struggling with missing documentation and incomplete fields.
  • Users often face information deficiency with Boomi Data Integration, leading to challenges in connecting different data sources effectively.
  • Users face insufficient information when connecting to data sources, leading to challenges in accessing necessary fields.
  • Users express concerns over the lack of available features, including missing documentation and limited data field access.
  • Users experience limited features as some data sources lack documentation and necessary report fields, hindering integration efforts.

What Are Recent G2 Reviews of Boomi Data Integration?

What Are G2 Users Discussing About Boomi Data Integration?

IPRoyal

IPRoyal is a proxy provider offering residential, ISP, datacenter, and mobile proxies to enterprises and SMBs. Its proxies integrate with common business tools and workflows, helping teams run data operations at scale. IPRoyal supports a wide range of business activities, including web scraping, brand monitoring and protection, ad verification, market research, social media management, SEO monitoring, SERP data gathering, eCommerce, and web testing. The residential proxy network covers 195+ locations with city-level targeting, rotating and sticky sessions, pay-as-you-go pricing, and non-expiring traffic. For companies with larger or ongoing data needs, IPRoyal offers custom volume plans with dedicated account management. Its support team is available 24/7 for both general and technical inquiries.

Average Rating: 4.7/5.0

Total Reviews: 1,129

How Do G2 Users Rate IPRoyal?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)
  • Consolidation: 10.0/10 (Category avg: 9.0/10)
  • Data Structuring: 10.0/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind IPRoyal?

  • Seller: IPRoyal
  • Company Website:
  • Year Founded: 2020
  • HQ Location: United Arab Emirates, AE
  • LinkedIn® Page: www.linkedin.com
    132 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Software Engineer
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 79% Small, 4% Medium

What Do G2 Reviewers Say About IPRoyal?

AI-generated summary from verified user reviews

Pros
  • Users praise the easy setup of IPRoyal, facilitating quick access to reliable proxies for smooth remote work.
  • Users commend IPRoyal for its outstanding customer support, always responsive and helpful regardless of the issue at hand.
  • Users find IPRoyal to be incredibly easy to use, enjoying a simple setup and reliable performance.
  • Users commend the reliability of IPRoyal, noting consistent performance and minimal downtime for a seamless experience.
  • Users value IPRoyal for its secure and fast proxies, ideal for overcoming geographical barriers while freelancing.
Cons
  • Users find pricing issues with IPRoyal, especially for developers and students needing more flexible options.
  • Users express concern over proxy expiry issues, which require timely renewal to avoid losing access.
  • Users desire a wider range of geolocation options for static residential IPs to enhance their experience.
  • Users report slow speed and inconsistency with IPRoyal, affecting reliability and performance during usage.
  • Users find the dashboard user-friendliness lacking, particularly for beginners, and desire more advanced analytics features.

What Are Recent G2 Reviews of IPRoyal?

IBM StreamSets

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: 113

How Do G2 Users Rate IBM StreamSets?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 9.2/10)
  • Consolidation: 7.8/10 (Category avg: 9.0/10)
  • Data Structuring: 7.6/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 7.7/10 (Category avg: 9.0/10)

Who Is the Company Behind IBM StreamSets?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM
  • Phone: 1-866-277-7488

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 43% Large, 34% Medium

What Do G2 Reviewers Say About IBM StreamSets?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of IBM StreamSets, thanks to its intuitive design and low-code implementation.
  • Users appreciate the intuitive visual interface of IBM StreamSets, making data pipeline creation simple and efficient.
  • Users appreciate the simplified data integration workflows of IBM StreamSets, enhancing efficiency and productivity across teams.
  • Users find IBM StreamSets to excel in data pipelining, simplifying integration workflows with its intuitive design and reliable support.
  • Users appreciate the wide range of connectors IBM StreamSets offers, enhancing ease in data integration workflows.
Cons
  • Users note a steep learning curve for IBM StreamSets, requiring extensive training to master advanced features.
  • Users express concern over the high costs and licensing complexity associated with IBM StreamSets, affecting accessibility.
  • Users note the learning difficulty with advanced features on IBM StreamSets, requiring significant time and training.
  • Users report slow performance with UI, especially when handling complex pipelines, impacting overall usability.
  • Users find the platform has a steep learning curve, requiring significant time and training to utilize advanced features.

What Are Recent G2 Reviews of IBM StreamSets?

What Are G2 Users Discussing About IBM StreamSets?

Decodo (formerly Smartproxy)

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: 777

How Do G2 Users Rate Decodo (formerly Smartproxy)?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.2/10)
  • Consolidation: 8.6/10 (Category avg: 9.0/10)
  • Data Structuring: 8.7/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 8.7/10 (Category avg: 9.0/10)

Who Is the Company Behind Decodo (formerly Smartproxy)?

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 96% Small, 4% Medium

What Do G2 Reviewers Say About Decodo (formerly Smartproxy)?

AI-generated summary from verified user reviews

Pros
  • Users praise Decodo's highly responsive customer support, noting quick access to human agents and effective assistance.
  • Users appreciate the ease of use of Decodo, enjoying a straightforward setup and reliable performance.
  • Users highlight Decodo's reliable proxies that ensure stability and seamless access across multiple social media accounts.
  • Users value the reliable IPs of Decodo, enhancing account management and minimizing verification issues.
  • Users commend Decodo for its exceptional customer support, ensuring quick assistance and easy onboarding experiences.
Cons
  • Users face proxy issues such as a lengthy application process and occasional crashes, affecting connection stability.
  • Users find the pay-as-you-go pricing of Decodo less competitive compared to similar services, impacting flexibility.
  • Users find Decodo's pricing to be not the best, especially compared to competitors offering better yearly discounts.
  • Users face a limited range of available ports, which can affect usability but is common among proxy services.
  • Users find the IP limitations frustrating, as they can't buy individual proxies and face subscription cancellation hassles.

What Are Recent G2 Reviews of Decodo (formerly Smartproxy)?

What Are G2 Users Discussing About Decodo (formerly Smartproxy)?

Nimble

Nimble delivers expert-level web search for AI agents — built to drive higher accuracy while cutting token costs. Most AI agents rely on generic, one-size-fits-all search tools that treat every query the same way, regardless of what the agent is actually trying to accomplish. The result is noisy, irrelevant results: agents burn tokens parsing raw web pages, re-searching the same ground on every call, and still surface low-quality answers. As agentic AI scales into production, this generic approach becomes the weakest link in the stack. Nimble's Web Search Agents solve this by learning each customer's specific use case — the sources that matter, the entities to extract, and what a good answer looks like — instead of resetting to zero on every query. That domain expertise compounds over time through a Proprietary Index and Memory, so retrieval gets faster, cheaper, and more accurate the more an agent uses it. Unlike black-box search APIs, Nimble is built for production trust. Every search runs through an auditable Search Plan that shows exactly what was searched, where, and why — giving teams full governance and control over how their agents gather information from the web. Combined with deep web access (JS rendering, stealth mode, and a large proxy network), Nimble reaches the pages generic search tools can't. Nimble is built for enterprises and AI-native teams building agents that depend on the live web — replacing brittle, generic search APIs with a governed, self-improving system. Teams choose Nimble's Web Search Agents to get more accurate results, lower their token spend, and operate with the auditability required to run AI agents in production with confidence.

Average Rating: 4.8/5.0

Total Reviews: 85

How Do G2 Users Rate Nimble?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 9.2/10)
  • Consolidation: 9.1/10 (Category avg: 9.0/10)
  • Data Structuring: 9.8/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 9.6/10 (Category avg: 9.0/10)

Who Is the Company Behind Nimble?

  • Seller: NimbleWay
  • Company Website:
  • Year Founded: 2021
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    143 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Financial Services
  • Company Size: 48% Medium, 36% Large

What Do G2 Reviewers Say About Nimble?

AI-generated summary from verified user reviews

Pros
  • Users find Nimble remarkably easy to use, benefiting from straightforward APIs and excellent customer support.
  • Users appreciate Nimble's high success rates and developer-friendly APIs, enhancing their web data collection experience and efficiency.
  • Users value the high success rates and stability of Nimble, improving access to protected sites significantly.
  • Users value Nimble's developer-friendly API integration, facilitating efficient data collection and enhancing overall operational effectiveness.
  • Users value Nimble for its high success rates and stability, significantly improving web data collection and operations.
Cons
  • Users find the learning difficulty with Nimble's unique platform hindering their ability to analyze product usage effectively.
  • Users find pricing issues with Nimble, as upgrades occur without consent and support options are lacking.
  • Users find the API limitations restrictive for complex tasks, hindering their overall experience with Nimble.
  • Users find the API limitations of Nimble hinder advanced features and complex scraping operations.
  • Users face significant billing issues, including unauthorized upgrades and lack of responsive support, complicating account management.

What Are Recent G2 Reviews of Nimble?

Coupler.io

Coupler.io is a no-code data integration platform that connects 400+ sources and turns them into insights, all in one place. Collect data from your cloud apps, transform it, and load it into spreadsheets, BI tools, data warehouses, or AI agents. No complex setup or technical expertise required. Trusted by 1M+ users at companies like Uber, Netflix, and Airbus, Coupler.io helps marketers, analysts, business owners, sales teams, ecommerce brands, and finance professionals automate their data workflows. With 1,800+ ready-made integrations, you can automatically pull data from Google Ads, Facebook Ads, TikTok Ads, Amazon Ads, Google Analytics, Shopify, QuickBooks, and many more. Blend data from multiple sources and send it to Google Sheets, Looker Studio, Power BI, BigQuery, Claude, ChatGPT, and other destinations. Built-in transformations make data prep simple: join and append data sets, filter, add formulas, or start from ready-made templates. To get reporting off the ground fast, use Coupler.io’s in-app dashboards, browse the free template gallery for third-party BI tools, or build your own dashboards from scratch. Coupler.io is SOC 2 certified and follows the highest standards of data security and privacy to keep your data protected. Take full control of your data, see what works, and scale it with Coupler.io.

Average Rating: 4.8/5.0

Total Reviews: 104

How Do G2 Users Rate Coupler.io?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Consolidation: 9.5/10 (Category avg: 9.0/10)
  • Data Structuring: 9.2/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 9.4/10 (Category avg: 9.0/10)

Who Is the Company Behind Coupler.io?

  • Seller: Railsware
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Pasadena, CA, USA
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Top Industries: Non-Profit Organization Management, Marketing and Advertising
  • Company Size: 67% Small, 28% Medium

What Do G2 Reviewers Say About Coupler.io?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive ease of use of Coupler.io, simplifying data management and enhancing productivity for non-profits.
  • Users value Coupler.io for its time-saving automation, ensuring smooth event scheduling and error-free data management.
  • Users value the automation capabilities of Coupler.io, simplifying data pipeline management for efficient reporting.
  • Users value the seamless integrations of Coupler.io, enabling efficient data management and error checking for events.
  • Users value the seamless data integration of Coupler.io, ensuring accurate and efficient scheduling for events.
Cons
  • Users find the difficult setup of Coupler.io challenging, requiring significant support and trial and error to navigate.
  • Users find the complex setup challenging, often needing support to manage intricate data models effectively.
  • Users experience a learning curve with Coupler.io, especially when managing data schemas and transformations initially.
  • Users find Coupler.io to be expensive, particularly for smaller teams with multiple data connections like YouTube.
  • Users report a lack of information regarding advanced features, making complex data setup and usage challenging.

What Are Recent G2 Reviews of Coupler.io?

What Are G2 Users Discussing About Coupler.io?

Scrapfly

Scrapfly provides data collection APIs for successful and effective web scraping. Scrape web pages, capture screenshots, extract structured data with AI & LLMs, crawl entire websites, and cloud browsers. all through our fast, reliable APIs that work for you. Managing web scraping infrastructure is complex. That’s why we manage it for you - letting you focus on the core data extraction while we handle everything behind the scenes through: - Web Scraping API - sending fully customized requests powered by high-quality residential proxies, headless browsers, and antibot bypass capabilities. - Extraction API - using LLM capabilities and pre-defined extraction templates to automatically translate a web page into tabular datasets. Screenshot API - Capture screenshots of any web page, with full customization options for viewport size, device type, delays, dark mode, and more. - Crawler API – Recursively crawl entire websites automatically with a single API call, featuring automatic link discovery, configurable depth and URL filters, real browser rendering for JavaScript-heavy SPAs, LLM-powered data extraction, and support for output formats including HTML, markdown, and JSON. - Browser API - Connect to managed stealth cloud browsers via WebSocket CDP endpoint, compatible with Playwright and Puppeteer, powered by Scrapium - our custom Chromium fork with 30,000+ spoofed browser signals from real device profiles. Plug-and-play with Cloud Playwright, Cloud Puppeteer, or any CDP-compatible tool. - Proxy Saver - enhancing your proxies with bandwidth saving, stability improvements, and connection profiles. - MCP Server - Connect AI agents and Scrape any website, extract structured data, and collect web content at scale - with zero configuration required - Connect to automation platforms like n8n, Zapier, and Make, or build web scraping workflows in code .

Average Rating: 4.7/5.0

Total Reviews: 114

How Do G2 Users Rate Scrapfly?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Data Structuring: 9.8/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Scrapfly?

Who Uses This Product?

  • Who Uses This: Founder, CTO
  • Top Industries: Computer Software, Real Estate
  • Company Size: 99% Small, 2% Medium

What Are Recent G2 Reviews of Scrapfly?

Octoparse

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

How Do G2 Users Rate Octoparse?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)
  • Consolidation: 9.7/10 (Category avg: 9.0/10)
  • Data Structuring: 9.7/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 9.6/10 (Category avg: 9.0/10)

Who Is the Company Behind Octoparse?

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 79% Small, 17% Medium

What Do G2 Reviewers Say About Octoparse?

AI-generated summary from verified user reviews

Pros
  • Users love the data pipelining capabilities of Octoparse, enabling efficient and automated data extraction with ease.
  • Users find Octoparse to be incredibly easy to use, allowing fast setup even without coding skills.
  • Users appreciate the automation features of Octoparse, allowing them to run tasks effortlessly while multitasking.
  • Users appreciate the flexibility and ease of use of Octoparse, making web scraping accessible for non-technical individuals.
  • Users admire the scraping efficiency of Octoparse, noting its speed, stability, and adaptability across various tasks.
Cons
  • Users experience a steep learning curve with Octoparse, requiring time to adjust to its features and interface.
  • Users face slow performance with Octoparse, especially during large-scale scraping and when multitasking on complex tasks.
  • Users face proxy issues with Octoparse, noting some websites block access and protection complicates scraping.
  • Users find the database export explanation lacking, wishing for clearer guidance to ease usage.
  • Users face data restrictions on the free tier of Octoparse, which limits their scraping capabilities significantly.

What Are Recent G2 Reviews of Octoparse?

What Are G2 Users Discussing About Octoparse?

Coefficient

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: 206

How Do G2 Users Rate Coefficient?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.2/10)
  • Consolidation: 8.7/10 (Category avg: 9.0/10)
  • Data Structuring: 8.2/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 8.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Coefficient?

  • Seller: Coefficient
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Palo Alto, CA
  • LinkedIn® Page: www.linkedin.com
    70 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Medium, 35% Small

What Do G2 Reviewers Say About Coefficient?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Coefficient, enjoying seamless data extraction and hassle-free synchronization across tools.
  • Users value the automation capabilities of Coefficient, making data management effortless and efficient.
  • Users appreciate the seamless integrations of Coefficient, enabling effortless data flow between systems like Salesforce and QuickBooks.
  • Users value the time-saving automation of Coefficient, reclaiming hours in their weekly reporting tasks.
  • Users find easy integrations with Coefficient seamless, enhancing productivity and simplifying their data workflow considerably.
Cons
  • Users find the limited filtering options in Coefficient restrictive and detrimental to their data analysis experience.
  • Users find the feature limitations of Coefficient frustrating, particularly with filtering and integration challenges.
  • Users find the limit of Google Sheets for multiple filters and imports restricts their data management capabilities.
  • Users find the missing features in Coefficient limiting, especially with filters and integrating charts from SFDC.
  • Users face integration issues with Coefficient, leading to frustrating limitations when connecting to other tools and systems.

What Are Recent G2 Reviews of Coefficient?

Skyvia

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: 324

How Do G2 Users Rate Skyvia?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)
  • Consolidation: 9.2/10 (Category avg: 9.0/10)
  • Data Structuring: 9.0/10 (Category avg: 9.2/10)
  • Diverse Extraction Points: 9.1/10 (Category avg: 9.0/10)

Who Is the Company Behind Skyvia?

  • Seller: Devart
  • Year Founded: 1997
  • HQ Location: Wilmington, Delaware, USA
  • LinkedIn® Page: www.linkedin.com
    252 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Marketing Specialist
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 52% Small, 41% Medium

What Do G2 Reviewers Say About Skyvia?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Skyvia, enjoying smooth integrations and intuitive setup for data management.
  • Users appreciate the effortless integrations of Skyvia, emphasizing its quick setup and reliability across various tools.
  • Users value the easy setup of Skyvia, finding it quick and intuitive for seamless data integration.
  • Users praise the effortless setup of Skyvia, highlighting its quick and intuitive integration process.
  • Users value the reliability and efficiency of Skyvia for seamless data management and integration across platforms.
Cons
  • Users desire more practical examples and documentation to enhance advanced setups and streamline the onboarding process.
  • Users find the difficult setup of Skyvia challenging, often needing extra time and guidance for configurations.
  • Users note feature limitations in Skyvia, particularly regarding reporting and data insertion speed in Oracle DB.
  • Users experience a significant learning curve with Skyvia, especially for complex setups and advanced features.
  • Users find the poor documentation limiting, wishing for more practical examples to enhance advanced setups.

What Are Recent G2 Reviews of Skyvia?

What Are G2 Users Discussing About Skyvia?

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