# Best Data Extraction Tools for Small Business *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Products classified in the overall Data Extraction category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business Data Extraction to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business Data Extraction category. In addition to qualifying for inclusion in the Data Extraction Tools category, to qualify for inclusion in the Small Business Data Extraction Tools category, a product must have at least 10 reviews left by a reviewer from a small business. ## Top Data Extraction Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Apify](https://www.g2.com/products/apify/reviews) | 4.7/5.0 (532 reviews) | Community-actor web scraping with managed infrastructure | "[Apify Makes Complex Data Collection Reliable, Scalable, and Hands-Off](https://www.g2.com/survey_responses/apify-review-13031103)" | | 2 | [Oxylabs](https://www.g2.com/products/oxylabs/reviews) | 4.5/5.0 (422 reviews) | Large-scale web scraping with anti-bot bypass | "[Easy Oxylabs Setup with Helpful Pre-Built Connectors and Auto Updates](https://www.g2.com/survey_responses/oxylabs-review-12787175)" | | 3 | [NetNut.io](https://www.g2.com/products/netnut-io/reviews) | 4.9/5.0 (382 reviews) | ISP-sourced residential proxies for ban-free scraping | "[Useful for handling repeated scraping sessions](https://www.g2.com/survey_responses/netnut-io-review-12863038)" | | 4 | [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5.0 (782 reviews) | No-code SaaS-to-warehouse ELT pipelines | "[Trouble-Free Data Pipelines with Effortless Connections to Nearly Every Service](https://www.g2.com/survey_responses/fivetran-review-12999542)" | | 5 | [Bright Data](https://www.g2.com/products/bright-data/reviews) | 4.7/5.0 (330 reviews) | Large-scale web data extraction with anti-bot bypass | "[Ethical - web data and proxy platform (GDPR and CCPA)](https://www.g2.com/survey_responses/bright-data-review-11361213)" | | 6 | [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews) | 4.7/5.0 (120 reviews) | Cross-system ERP and CRM integration automation | "[Boomi Data Integration: Fast, Reliable Integrations at Scale](https://www.g2.com/survey_responses/boomi-data-integration-review-12546768)" | | 7 | [IPRoyal](https://www.g2.com/products/iproyal/reviews) | 4.7/5.0 (668 reviews) | — | "[Smooth, Reliable Residential Proxies with a User-Friendly Dashboard and Fast Support](https://www.g2.com/survey_responses/iproyal-review-13080228)" | | 8 | [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) | 4.0/5.0 (115 reviews) | Schema-drift-resilient multi-source ETL pipelines | "[Powerful Data Integration With IBM Stream sets.](https://www.g2.com/survey_responses/ibm-streamsets-review-11654909)" | | 9 | [Decodo (formerly Smartproxy)](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) | 4.6/5.0 (639 reviews) | Anti-bot web scraping with rotating residential proxies | "[Affordable Shared ISP with Fixed IPs That Works Reliably](https://www.g2.com/survey_responses/decodo-formerly-smartproxy-review-13092051)" | | 10 | [Coupler.io](https://www.g2.com/products/coupler-io/reviews) | 4.8/5.0 (102 reviews) | No-code multi-source ETL with automated reporting | "[Easy way to connect Power BI to Quickbooks](https://www.g2.com/survey_responses/coupler-io-review-12796693)" | --- ## What Are the Most Common Questions About Data Extraction Tools? *AI-generated · Last updated: May 26, 2026* ### What data Extraction Services that maintain data accuracy and eliminate restructuring bottlenecks in production workflows? Based on G2 reviews, buyers in this category consistently describe data extraction tools as most effective when they reduce manual cleanup, preserve structured output, and fit into existing production processes. According to verified users, products in this space help teams automate extraction from websites, documents, and operational systems while keeping outputs usable for downstream reporting or workflows. G2 reviewers mention fewer errors, more consistent formatting, and less time spent rebuilding data after ingestion as the main advantages. Reviews also show that implementation success often depends on clear setup flows, stable automation, and support for recurring jobs, while common drawbacks include learning curves, occasional debugging, and cost predictability at higher usage. ### What data Extraction Services platforms used by mid-market companies to automate market pricing and operational data collection? Based on G2 reviews, mid-market teams use data extraction tools to automate pricing checks, competitor monitoring, operational reporting, and recurring data collection from websites, marketplaces, and internal systems. According to verified users, the strongest patterns in this category are time savings, reduced manual exports, and better consistency across reporting cycles. G2 reviewers mention use cases such as competitor price tracking, ecommerce monitoring, warehouse and CRM synchronization, and pulling operational data into dashboards or data warehouses. Reviews also suggest that buyers value tools that are easy to configure without a large engineering team, while still offering enough flexibility for scheduled jobs, structured exports, and integrations with analytics or workflow systems. ### What most trusted Data Extraction Services by data operations managers at computer software and financial services based on user reviews? Based on G2 reviews, trust in this category is usually tied to reliability, structured output, and responsive support rather than broad claims. According to verified users, products that earn confidence from operations-focused teams tend to reduce manual intervention, keep recurring pipelines stable, and make data easier to audit or route into downstream tools. G2 reviewers mention confidence-building themes such as predictable automation, clean exports, easy integrations, and faster troubleshooting when issues arise. In software and finance-related workflows, reviews repeatedly highlight the value of consistent syncing, reduced maintenance burden, and less manual mapping. Buyers also note that support quality and documentation matter significantly when teams manage ongoing data flows across multiple systems. **Here are some of the top-rated products on G2:** - [Apify](https://www.g2.com/products/apify/reviews) – used for repeatable web data extraction, lead research, and structured exports into operational workflows - [Fivetran](https://www.g2.com/products/fivetran/reviews) – used to pull data from many business systems into warehouses with low-maintenance connectors - [Skyvia](https://www.g2.com/products/skyvia/reviews) – used to automate syncing between cloud apps, databases, and reporting environments without heavy scripting ### Which Data Extraction Services prevent costly post-delivery mapping and formatting rework without disrupting existing workflows? Based on G2 reviews, Apify stands out here because reviewers repeatedly describe structured exports, reusable automation, and easier integration into existing workflows without rebuilding everything manually. According to verified users, the platform helps teams collect web data in formats they can send directly into spreadsheets, APIs, CRMs, or internal reporting flows. G2 reviewers mention time savings from ready-made actors, recurring runs, and exports that reduce the need to manually reorganize information after delivery. They also note that it can support lead generation, market research, and monitoring use cases without requiring teams to maintain all the scraping infrastructure themselves. Some reviewers do mention a learning curve and variability across community-built actors. ### What data Extraction Services that deliver organized datasets ready for immediate use without internal restructuring? Based on G2 reviews, buyers value data extraction tools that output structured, analysis-ready data with minimal follow-up work. According to verified users, the most useful products in this category reduce the need for internal reformatting by standardizing records, organizing fields consistently, and supporting exports that fit directly into spreadsheets, warehouses, dashboards, or downstream applications. G2 reviewers mention organized JSON, CSV, and tabular outputs as major time savers, especially when handling recurring workflows, invoices, web data, or lead enrichment. Reviews also show that tools are strongest when they pair extraction with automation or schema handling, though teams may still need some setup effort upfront for complex documents, custom mappings, or less common sources. ### What data Extraction Services that streamline preparation time and improve accuracy for internal audit processes? Based on G2 reviews, products in this category help internal audit and control-oriented teams by reducing manual data gathering and improving consistency before review begins. According to verified users, the biggest benefits are faster preparation, fewer copy-paste errors, and more dependable structured records for reconciliation, reporting, and exception analysis. G2 reviewers mention use cases such as invoice extraction, financial document processing, scheduled data loads, and pulling operational or accounting records into spreadsheets and warehouses. Reviews suggest that teams gain the most when tools provide standardized outputs and recurring automation, since that reduces last-minute cleanup. Common friction points are setup refinement for complex templates, occasional troubleshooting, and the need for clearer guidance on advanced configurations. ### What data Extraction Services with low iteration cycles and minimal setup adjustment requirements for audit workflows? Based on G2 reviews, low-iteration tools are usually described as products that work reliably once configured and need limited maintenance during recurring audit or reporting cycles. According to verified users, that means fewer repeated adjustments to mappings, cleaner outputs on every run, and less back-and-forth between teams to fix exceptions. G2 reviewers mention stable scheduled syncs, reusable templates, and straightforward imports as the biggest contributors to smoother workflows. In audit-related scenarios, buyers appear to prefer platforms that can repeatedly deliver the same structure from financial records, system exports, or operational documents. Reviews also suggest that strong support and clear error visibility matter, because even reliable tools still need occasional intervention when source formats change. ### Which Data Extraction Services vendors support consistent, clean data formatting across custom classification systems? Based on G2 reviews, Skyvia is the strongest fit for this question because users repeatedly describe it as a practical way to centralize data from different systems and standardize it for reporting, warehousing, and recurring business workflows. According to verified users, it helps teams connect cloud apps and databases, automate scheduled syncs, and reduce manual formatting work that often creates inconsistency between systems. G2 reviewers mention using it to prepare cleaner datasets for analytics, dashboards, CRM workflows, and internal decision-making. Reviews also highlight that teams appreciate the no-code setup and broad connector coverage, although some users note that documentation, advanced mapping, and error messaging can still be improved for more complex scenarios. ### What highest rated Data Extraction Services for companies needing structured, audit-ready datasets delivered with minimal iteration? Based on G2 reviews, highly rated data extraction tools in this category tend to be the ones that deliver structured outputs consistently and reduce repeated cleanup or remapping. According to verified users, the strongest products support audit-ready workflows by standardizing incoming records, automating recurring extraction jobs, and preserving usable formats for accounting, reporting, or operational review. G2 reviewers mention invoice extraction, warehouse syncs, web data collection, and internal reporting pipelines as common use cases where minimal iteration matters. Reviews also show that buyers care about dependable support and clear validation when handling sensitive datasets. Ease of setup is important, but long-term reliability and consistency appear to matter more for teams with recurring audit or compliance needs. **Here are some of the top-rated products on G2:** - [Apify](https://www.g2.com/products/apify/reviews) – used to automate repeatable data collection with structured exports for research, monitoring, and operational workflows - [Fivetran](https://www.g2.com/products/fivetran/reviews) – used to sync source-system data into warehouses for consistent reporting and reduced manual ETL work - [Skyvia](https://www.g2.com/products/skyvia/reviews) – used to centralize cloud and database data into standardized reporting pipelines with scheduled syncs ### Which Data Extraction Services reduce manual data mapping and integration overhead for finance and operations teams? Based on G2 reviews, Fivetran is the strongest match for this question because reviewers frequently describe it as a low-maintenance way to move data from many business systems into a warehouse without building and maintaining custom connectors. According to verified users, finance and operations teams benefit from easier setup, automated syncing, and schema handling that reduces repetitive ETL work. G2 reviewers mention pulling data from SaaS systems, CRMs, accounting tools, and vendor platforms into centralized environments for reporting and analysis. Reviews also note that the product helps smaller teams avoid dedicating engineering resources to constant pipeline upkeep. The most common concern is pricing predictability as data volume grows, especially at scale. ## G2 Grid® for Data Extraction Tools ![G2 Grid® for Data Extraction Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/data-extraction-tools/grids.png?focus%5B%5D=74085&focus%5B%5D=100673&focus%5B%5D=125260&focus%5B%5D=138863&focus%5B%5D=158714&focus%5B%5D=24740&focus%5B%5D=147487&focus%5B%5D=124681) Highlighted products: Apify, Oxylabs, NetNut.io, Decodo (formerly Smartproxy), IPRoyal, Octoparse, Bright Data, and Coupler.io. Underlying data: [Grid® JSON](https://www.g2.com/categories/data-extraction-tools/grids.json?focus%5B%5D=apify&focus%5B%5D=oxylabs&focus%5B%5D=netnut-io&focus%5B%5D=decodo-formerly-smartproxy&focus%5B%5D=iproyal&focus%5B%5D=octoparse&focus%5B%5D=bright-data&focus%5B%5D=coupler-io&segment=small-business) ## How Many Data Extraction Tools Products Does G2 Track? **Total Products under this Category:** 287 ### Category Stats (Jul 2026) - **Average Rating**: 4.57/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Thunderbit (+13.67%) - Among all products in this category, Thunderbit recorded the largest rating increase compared to last month *Last updated: July 13, 2026* ## How Does G2 Rank Data Extraction Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 8,100+ Authentic Reviews - 287+ 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. --- **Sponsored** ### 8am LawPay 8am LawPay is built specifically for lawyers, offering a secure, IOLTA-compliant payment solution tailored to your unique needs. With over 20 years of experience, we’re your trusted partner in legal payments. Offer clients more ways to pay, get access to next-day payments to keep your cash flow moving, and operate your firm with confidence. Secure transactions and a user-friendly interface work with the tools you already use, so your day-to-day stays focused and efficient. 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[Apify](https://www.g2.com/products/apify/reviews) 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:** 532 **How Do G2 Users Rate Apify?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.2/10) - **Consolidation:** 8.9/10 (Category avg: 8.9/10) - **Data Structuring:** 9.1/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Apify?** - **Seller:** [Apify](https://www.g2.com/sellers/apify) - **Company Website:** https://apify.com/ - **Year Founded:** 2015 - **HQ Location:** Praha, CZ - **Twitter:** @apify (8,456 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10608457/ (243 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder, CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 82% Small-Business, 9% Mid-Market #### What Are Apify's Pros and Cons? **Pros:** - Ease of Use (184 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) ### What Do G2 Reviewers Say About Apify? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Apify, finding it simple to integrate and resourceful for various tasks. - Users love Apify's **unique and diverse scraping agents** , which greatly simplify workflows and save significant time. - Users highlight the **scraping efficiency** of Apify, noting its ease of use and effective prebuilt actors. - Users find Apify's **automation capabilities** invaluable, saving time and enhancing efficiency in data gathering and analysis. - Users find the **easy integrations** of Apify invaluable, allowing seamless integration into their workflows and applications. **Cons:** - Users express concerns about **pricing issues** , preferring outright purchases over monthly subscriptions and seeking lower costs. - Users find Apify to be **expensive** and prefer options for outright purchases and lower-priced plans. - Users experience a **steep learning curve** with Apify, making it challenging for beginners to adapt effectively. - Users report a **steep learning curve** for beginners, making it challenging to quickly grasp Apify's features. - Users find the **steep learning curve** challenging, especially beginners needing to navigate complex features effectively. #### What Are Recent G2 Reviews of Apify? **"[Apify Makes Complex Data Collection Reliable, Scalable, and Hands-Off](https://www.g2.com/survey_responses/apify-review-13031103)"** **Rating:** 5.0/5.0 stars *— Sameer A.* [Read full review](https://www.g2.com/survey_responses/apify-review-13031103) --- **"[Apify: Effortless, Scalable Web Scraping with Cloud Actors](https://www.g2.com/survey_responses/apify-review-13051456)"** **Rating:** 4.5/5.0 stars *— Bhargav P.* [Read full review](https://www.g2.com/survey_responses/apify-review-13051456) --- #### What Are G2 Users Discussing About Apify? - [What do you recommend for developers considering Apify for web scraping?](https://www.g2.com/discussions/what-do-you-recommend-for-developers-considering-apify-for-web-scraping) - 2 comments - [How do I automatically extract data from a website?](https://www.g2.com/discussions/how-do-i-automatically-extract-data-from-a-website) - 1 comment - [Is ParseHub safe?](https://www.g2.com/discussions/is-parsehub-safe) - 1 comment - [Is web scraping legal?](https://www.g2.com/discussions/apify-is-web-scraping-legal) - 2 comments - [Is Apify SDK free?](https://www.g2.com/discussions/is-apify-sdk-free) - 4 comments ### 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:** 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:** 8.0/10 (Category avg: 8.9/10) - **Data Structuring:** 7.9/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Oxylabs?** - **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/ (481 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Small-Business, 12% Mid-Market #### What Are Oxylabs's Pros and Cons? **Pros:** - Setup Ease (116 reviews) - Ease of Use (114 reviews) - IP Quality (114 reviews) - Performance (100 reviews) - Customer Support (74 reviews) **Cons:** - Pricing Issues (89 reviews) - Expensive (56 reviews) - Proxy Issues (35 reviews) - Complex Setup (25 reviews) - Learning Difficulty (20 reviews) ### What Do G2 Reviewers Say About Oxylabs? *AI-generated summary from verified user reviews* **Pros:** - Users find the **initial setup easy** , enhancing their experience with Oxylabs and enabling quick access to features. - Users value the **ease of use** of Oxylabs, finding it simple to implement and efficient in functionality. - Users value the **high level of privacy and security** provided by Oxylabs, ensuring safe and smooth browsing. - Users appreciate the **excellent performance** of Oxylabs, noting its speed and seamless integration into projects. - Users commend Oxylabs for its **responsive customer support** , which consistently assists with setup and troubleshooting needs. **Cons:** - Users find the **pricing for residential proxies steep** , especially for smaller projects, impacting overall satisfaction. - Users find the **pricing of Oxylabs** to be high, especially for small projects, complicating budget management. - Users express concerns about **proxy issues** , including unreliable mobile proxies and restrictive user role management. - Users find the **setup process complex** , often requiring external resources for authentication and configuration guidance. - Users find the **learning difficulty** in mastering advanced features can impact their overall experience with Oxylabs. #### What Are Recent G2 Reviews of Oxylabs? **"[Easy Oxylabs Setup with Helpful Pre-Built Connectors and Auto Updates](https://www.g2.com/survey_responses/oxylabs-review-12787175)"** **Rating:** 4.0/5.0 stars *— Dave S.* [Read full review](https://www.g2.com/survey_responses/oxylabs-review-12787175) --- **"[Oxylabs: Reliable, High-Success eCommerce Data Collection with Responsive Support](https://www.g2.com/survey_responses/oxylabs-review-12779640)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/oxylabs-review-12779640) --- ### 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:** 382 **How Do G2 Users Rate NetNut.io?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10) - **Consolidation:** 9.4/10 (Category avg: 8.9/10) - **Data Structuring:** 9.5/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.6/10 (Category avg: 8.9/10) **Who Is the Company Behind NetNut.io?** - **Seller:** [NetNut](https://www.g2.com/sellers/netnut) - **Company Website:** https://netnut.io - **Year Founded:** 2017 - **HQ Location:** Tel Aviv, Israel - **Twitter:** @netnut_io (459 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/netnut/ (131 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Sales Development Representative, Virtual Assistant - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 64% Small-Business, 30% Mid-Market #### What Are NetNut.io's Pros and 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) ### What Do G2 Reviewers Say About NetNut.io? *AI-generated summary from verified user reviews* **Pros:** - Users value the **consistent reliability** of NetNut.io, ensuring workflow confidence and efficient task execution without interruptions. - Users value the **consistent performance** of NetNut, ensuring reliable proxy connections for various tasks without interruptions. - Users value the **reliable and high-speed residential proxies** of NetNut.io, significantly enhancing their overall experience. - Users value the **high quality and stability of IPs** from NetNut.io, ensuring reliable performance for their tasks. - Users appreciate the **high-speed connections** of NetNut.io, enhancing the overall user experience with stability and performance. **Cons:** - Users note that while the proxy quality is excellent, the **dashboard interface feels dated** and could use improvements. - Users find **dashboard functionalities difficult to locate** , hindering efficiency and highlighting the need for a better user experience. - Users find the **dashboard issues** problematic, hindering efficiency and calling for a more user-friendly experience. - Users find the **pricing structure** of NetNut.io to be high, particularly for newcomers and small-scale users. - Users face **learning difficulties** with NetNut.io due to unclear setup steps and challenging initial configurations. #### What Are Recent G2 Reviews of NetNut.io? **"[Effortless Setup and Reliable Performance with NetNut.Io](https://www.g2.com/survey_responses/netnut-io-review-11914177)"** **Rating:** 5.0/5.0 stars *— Deepak S.* [Read full review](https://www.g2.com/survey_responses/netnut-io-review-11914177) --- **"[Useful for handling repeated scraping sessions](https://www.g2.com/survey_responses/netnut-io-review-12863038)"** **Rating:** 5.0/5.0 stars *— Ashish G.* [Read full review](https://www.g2.com/survey_responses/netnut-io-review-12863038) --- ### 4. [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:** 639 **How Do G2 Users Rate Decodo (formerly Smartproxy)?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) - **Consolidation:** 8.6/10 (Category avg: 8.9/10) - **Data Structuring:** 8.6/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Decodo (formerly Smartproxy)?** - **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®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 95% Small-Business, 4% Mid-Market #### What Are Decodo (formerly Smartproxy)'s Pros and 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) ### What Do G2 Reviewers Say About Decodo (formerly Smartproxy)? *AI-generated summary from verified user reviews* **Pros:** - Users praise Decodo for its **personable and helpful customer support** , ensuring quick resolutions for any issues. - Users love the **ease of use** of Decodo, praising its intuitive interface and responsive support team. - Users appreciate the **reliable and efficient proxies** of Decodo, reporting excellent speed and easy management through the interface. - Users commend the **IP quality** of Decodo, ensuring reliable access and seamless performance across various locations. - Users praise the **helpful customer support** of Decodo, consistently receiving fast and effective assistance for their needs. **Cons:** - Users report **proxy issues** , including significant outages during the switch from SmartProxy to Decodo, causing frustration and losses. - Users find **pricing issues** with Decodo, as it can be expensive for smaller users needing less bandwidth. - Users find the **pricing quite high** for small-scale usage, leading to dissatisfaction among some customers. - Users feel the **limited static residential options** and pricing tiers could impact their overall experience with Decodo. - Users report **IP limitations** with Decodo, as there’s no option to choose specific proxies or ranges. #### What Are Recent G2 Reviews of Decodo (formerly Smartproxy)? **"[Decodo Delivers Reliable, Fast Proxies with an Easy Setup](https://www.g2.com/survey_responses/decodo-formerly-smartproxy-review-13070965)"** **Rating:** 5.0/5.0 stars *— Brijesh C.* [Read full review](https://www.g2.com/survey_responses/decodo-formerly-smartproxy-review-13070965) --- **"[Affordable Shared ISP with Fixed IPs That Works Reliably](https://www.g2.com/survey_responses/decodo-formerly-smartproxy-review-13092051)"** **Rating:** 4.0/5.0 stars *— Youngyp .* [Read full review](https://www.g2.com/survey_responses/decodo-formerly-smartproxy-review-13092051) --- #### What Are G2 Users Discussing About Decodo (formerly Smartproxy)? - [What is Smartproxy used for?](https://www.g2.com/discussions/what-is-smartproxy-used-for) - 2 comments, 4 upvotes ### 5. [IPRoyal](https://www.g2.com/products/iproyal/reviews) IPRoyal is an enterprise proxy infrastructure platform trusted by businesses worldwide, delivering Residential, Datacenter, ISP, and Mobile proxies engineered for speed, reliability, and scale. Designed to meet the data collection demands of AI training, eCommerce intelligence, SERP monitoring, brand protection, and market research, IPRoyal's infrastructure supports organizations from growth-stage startups to large enterprises. For use cases requiring access to heavily protected pages (from SERP monitoring to eCommerce intelligence), IPRoyal's Web Unblocker delivers reliable, uninterrupted data access across geo-restrictions and anti-bot systems. With a network built on strict ethical and compliance standards, IPRoyal offers seamless API integration, flexible routing controls, and consistent performance across 195+ countries, backed by 99.9% uptime, making it the infrastructure of choice for teams where downtime or data gaps are not an option. **Average Rating:** 4.7/5.0 **Total Reviews:** 668 **How Do G2 Users Rate IPRoyal?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) **Who Is the Company Behind IPRoyal?** - **Seller:** [IPRoyal](https://www.g2.com/sellers/iproyal) - **Company Website:** https://www.iproyal.com - **Year Founded:** 2020 - **HQ Location:** United Arab Emirates, AE - **Twitter:** @IPRoyal_proxies (4,415 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/71890168 (131 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Software Engineer - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 67% Small-Business, 5% Mid-Market #### What Are IPRoyal's Pros and Cons? **Pros:** - Setup Ease (232 reviews) - Customer Support (222 reviews) - Ease of Use (188 reviews) - Reliability (142 reviews) - Proxies (136 reviews) **Cons:** - Pricing Issues (68 reviews) - Proxy Issues (59 reviews) - Limited Geolocation (54 reviews) - Slow Speed (46 reviews) - Dashboard Issues (38 reviews) ### What Do G2 Reviewers Say About IPRoyal? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **easy setup** of IPRoyal, enabling quick and hassle-free configuration for seamless online work. - Users commend IPRoyal for its **exceptional customer support** , ensuring quick assistance and enhancing their overall experience. - Users value the **ease of use** of IPRoyal, finding the platform smooth and user-friendly for accessing various proxies. - Users highlight the **exceptional reliability** of IPRoyal's service, making it a dependable choice for residential IPs. - Users highlight IPRoyal for its **effortless integration and efficient IP block prevention** , enhancing overall user experience. **Cons:** - Users express concern over **pricing issues** , noting higher costs for specific locations and the need to repurchase IP. - Users express concern over **deceptive business practices** , highlighting issues with non-residential IPs and unresponsive support. - Users express concern over the **limited geolocation** options, with many countries frequently out of stock. - Users note that **slow speed** issues occur with certain locations, disrupting their workflow during time-sensitive tasks. - Users find the **dashboard issues** in IPRoyal to hinder usability, suggesting a need for improved interface clarity and insights. #### What Are Recent G2 Reviews of IPRoyal? **"[Reliable Proxy Network with Consistently High Scraping Success](https://www.g2.com/survey_responses/iproyal-review-13088251)"** **Rating:** 5.0/5.0 stars *— Skinny M.* [Read full review](https://www.g2.com/survey_responses/iproyal-review-13088251) --- **"[Smooth, Reliable Residential Proxies with a User-Friendly Dashboard and Fast Support](https://www.g2.com/survey_responses/iproyal-review-13080228)"** **Rating:** 5.0/5.0 stars *— Adeoye P.* [Read full review](https://www.g2.com/survey_responses/iproyal-review-13080228) --- ### 6. [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 **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: 8.9/10) - **Data Structuring:** 9.7/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.6/10 (Category avg: 8.9/10) **Who Is the Company Behind Octoparse?** - **Seller:** [Octopus Data Inc.](https://www.g2.com/sellers/octopus-data-inc) - **Year Founded:** 2016 - **HQ Location:** Irvine CA 92618 - **Twitter:** @Octoparse (1,300 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/octoparse/ (28 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 79% Small-Business, 17% Mid-Market #### What Are Octoparse's Pros and 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) ### What Do G2 Reviewers Say About Octoparse? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **no-code data pipelining** of Octoparse, simplifying complex scraping tasks with ease and efficiency. - Users find Octoparse to have a **user-friendly interface** , making web scraping tasks simple and accessible for everyone. - Users value the **cloud-based automation** of Octoparse, enabling effortless mass data scraping without coding skills. - Users value the **user-friendly interface** of Octoparse, making data scraping accessible to everyone. - Users find Octoparse to offer **exceptional scraping efficiency** , making data extraction quick and reliable for their projects. **Cons:** - Users note a **steep learning curve** with Octoparse, particularly regarding complex tasks and understanding the interface. - Users often encounter **slow performance** with Octoparse, particularly during large-scale scraping and complex tasks. - Users experience challenges with **proxy issues** , as some websites block Octoparse, limiting its effectiveness. - Users find the **database export explanations lacking clarity** , making it challenging for non-technical individuals to understand. - Users note the **limitations on the free tier** of Octoparse, which restricts access to full capabilities. #### What Are Recent G2 Reviews of Octoparse? **"[Great tool for scraping and huge time-saver](https://www.g2.com/survey_responses/octoparse-review-11110302)"** **Rating:** 5.0/5.0 stars *— Asya K.* [Read full review](https://www.g2.com/survey_responses/octoparse-review-11110302) --- **"[All-in-One Data Scraping Solution](https://www.g2.com/survey_responses/octoparse-review-11000009)"** **Rating:** 5.0/5.0 stars *— Mayur K.* [Read full review](https://www.g2.com/survey_responses/octoparse-review-11000009) --- #### What Are G2 Users Discussing About Octoparse? - [Is Octoparse legal?](https://www.g2.com/discussions/octoparse-is-octoparse-legal) - [Is Octoparse legal?](https://www.g2.com/discussions/is-octoparse-legal) - [Can Octoparse scrape LinkedIn?](https://www.g2.com/discussions/can-octoparse-scrape-linkedin) - [How good is Octoparse?](https://www.g2.com/discussions/how-good-is-octoparse) - [What can Octoparse do?](https://www.g2.com/discussions/what-can-octoparse-do) ### 7. [Bright Data](https://www.g2.com/products/bright-data/reviews) Bright Data is a web data infrastructure platform that helps organizations access, extract, structure, and deliver public web data for AI, BI, analytics, automation, and research. The platform is used by AI teams, developers, data teams, enterprises, researchers, and business users to build reliable public web data workflows at scale. Bright Data supports a wide range of web data collection and delivery workflows, from self-service web scraping to fully automated cloud data pipelines. Teams use Bright Data to collect structured data from public websites, power AI models and LLM applications, monitor markets, enrich business intelligence systems, track search results, analyze eCommerce and travel data, support financial research, and automate competitive intelligence. The Bright Data platform includes Web Access APIs, Scraper APIs, Scraper Studio, ready-to-use datasets, real-time data feeds, MCP, CLI, Browser API, SERP API, and managed data acquisition. These capabilities help users access complex public websites, extract structured data, automate collection workflows, deliver data to cloud storage or internal systems, and reduce the need to build and maintain data collection infrastructure in-house. Scraper Studio is Bright Data’s AI-powered cloud workspace for building, testing, and managing web data workflows. It helps users create extraction workflows with natural language prompts, reusable templates, and cloud execution. Developers can use Bright Data’s CLI and APIs to build, deploy, and manage data workflows from their existing development environments. Bright Data MCP enables AI assistants and agents to connect to the public web through Bright Data’s web data infrastructure. This supports agentic web access, including search, browsing, extraction, retrieval, LLM grounding, research automation, and AI-powered data operations. For AI teams, Bright Data provides AI-ready datasets, public web data feeds, retrieval workflows, and multimodal data capabilities. Bright Data also supports real-world video data infrastructure for VLA, robotics, autonomous systems, and world-model training pipelines. Common use cases include AI training and grounding, business intelligence, market research, eCommerce analytics, price monitoring, travel intelligence, SERP tracking, brand protection, ad verification, financial data collection, academic research, and competitive intelligence. Bright Data is built for high-volume, production-scale data operations. The platform provides cloud-based execution, global web access infrastructure, automated delivery options, enterprise support, governance controls, and compliance-focused processes. Bright Data aligns its operations with standards including GDPR, CCPA, SOC 2, and ISO 27001. Bright Data is trusted by more than 25,000 organizations worldwide and is designed for teams that need reliable, scalable, and responsible access to public web data. **Average Rating:** 4.7/5.0 **Total Reviews:** 330 **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: 8.9/10) - **Data Structuring:** 8.9/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.5/10 (Category avg: 8.9/10) **Who Is the Company Behind Bright Data?** - **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/ (366 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Data Scientist - **Top Industries:** Information Technology and Services, Research - **Company Size:** 60% Small-Business, 20% Mid-Market #### What Are Bright Data's Pros and 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) ### What Do G2 Reviewers Say About Bright Data? *AI-generated summary from verified user reviews* **Pros:** - Users commend Bright Data for its **exceptional customer support** , providing timely assistance and clear explanations for inquiries. - Users value the **ease of use** with Bright Data, appreciating its user-friendly API and excellent support. - Users value the **exceptional support** from Bright Data, enhancing their experience with effective solutions and responsive team assistance. - Users value Bright Data for its **easy and fast data collection** , enhancing insights and overall user offerings effectively. - Users appreciate the **timely technical support** of Bright Data, highlighting their proactive and reliable service during issues. **Cons:** - Users feel the **toolset limitations** of Bright Data hinder exploration and complicate custom solution development. - Users express concerns about the **high expense** of Bright Data, which can hinder profitability for high-traffic projects. - Users highlight a **learning difficulty** with Bright Data, requiring technical skills for effective operation and troubleshooting. - Users express frustration with **pricing issues** , noting costs increase quickly and features are restricted by expensive tiers. - Users find **difficult learning** due to outdated documentation and challenges in debugging complex data collection scenarios. #### What Are Recent G2 Reviews of Bright Data? **"[Ethical - web data and proxy platform (GDPR and CCPA)](https://www.g2.com/survey_responses/bright-data-review-11361213)"** **Rating:** 5.0/5.0 stars *— Luca P.* [Read full review](https://www.g2.com/survey_responses/bright-data-review-11361213) --- **"[Bright Data’s MCP Integration Made Large-Scale Research Scraping Effortless](https://www.g2.com/survey_responses/bright-data-review-12653619)"** **Rating:** 5.0/5.0 stars *— Deniz P.* [Read full review](https://www.g2.com/survey_responses/bright-data-review-12653619) --- #### What Are G2 Users Discussing About Bright Data? - [What is the luminati app?](https://www.g2.com/discussions/bright-data-what-is-the-luminati-app) - [What is the luminati app?](https://www.g2.com/discussions/what-is-the-luminati-app) - [Is Brightdata com legit?](https://www.g2.com/discussions/bright-data-is-brightdata-com-legit) - 1 comment - [Is Brightdata com legit?](https://www.g2.com/discussions/is-brightdata-com-legit) - 1 comment - [What is bright data offer?](https://www.g2.com/discussions/bright-data-what-is-bright-data-offer) - 1 comment ### 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:** 102 **How Do G2 Users Rate Coupler.io?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10) - **Consolidation:** 9.5/10 (Category avg: 8.9/10) - **Data Structuring:** 9.2/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.4/10 (Category avg: 8.9/10) **Who Is the Company Behind Coupler.io?** - **Seller:** [Railsware](https://www.g2.com/sellers/railsware) - **Year Founded:** 2007 - **HQ Location:** Kraków - **Twitter:** @railsware (2,116 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/122084/ (177 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Non-Profit Organization Management, Marketing and Advertising - **Company Size:** 67% Small-Business, 28% Mid-Market #### What Are Coupler.io's Pros and Cons? **Pros:** - Ease of Use (19 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) ### What Do G2 Reviewers Say About Coupler.io? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Coupler.io, enabling efficient data integration without requiring technical expertise. - Users love the **time-saving automation** of Coupler.io, drastically reducing their manual workload for data management tasks. - Users appreciate the **automation capabilities** of Coupler.io, significantly reducing manual work and enhancing reporting efficiency. - Users love the **massive integration library** of Coupler.io, enabling quick connections to various services effortlessly. - Users highlight the **efficient data integration** capabilities of Coupler.io, simplifying processes and saving significant time. **Cons:** - Users find the **difficult setup** for complex data models and niche sources to be somewhat tedious and error-prone. - Users find the **complex setup** of Coupler.io challenging, often requiring trial and error to configure properly. - Users experience a **small learning curve** when setting up data sources and transformations, but it becomes manageable over time. - Users find Coupler.io **expensive** , particularly affecting smaller teams with multiple data connections required for usage. - Users note a **lack of information** on advanced features, requiring separate tools for comprehensive insights and support. #### What Are Recent G2 Reviews of Coupler.io? **"[Easy way to connect Power BI to Quickbooks](https://www.g2.com/survey_responses/coupler-io-review-12796693)"** **Rating:** 5.0/5.0 stars *— Yassine L.* [Read full review](https://www.g2.com/survey_responses/coupler-io-review-12796693) --- **"[Helpful tool for syncing data with Airtable](https://www.g2.com/survey_responses/coupler-io-review-9448658)"** **Rating:** 4.5/5.0 stars *— Hannah P.* [Read full review](https://www.g2.com/survey_responses/coupler-io-review-9448658) --- #### What Are G2 Users Discussing About Coupler.io? - [What is Coupler.io used for?](https://www.g2.com/discussions/what-is-coupler-io-used-for) ### 9. [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:** 60 **How Do G2 Users Rate Browse AI?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10) - **Consolidation:** 9.3/10 (Category avg: 8.9/10) - **Data Structuring:** 9.3/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Browse AI?** - **Seller:** [Browse AI](https://www.g2.com/sellers/browse-ai) - **Year Founded:** 2020 - **HQ Location:** Vancouver, CA - **Twitter:** @BrowseAI (3,551 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/browseai/?originalSubdomain=ca (26 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 78% Small-Business, 13% Mid-Market #### What Are Browse AI's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Automation (5 reviews) - Customer Support (5 reviews) - Helpful (4 reviews) - No-coding (4 reviews) **Cons:** - Complex Setup (2 reviews) - Pricing Issues (2 reviews) - Difficult Learning (1 reviews) - Insufficient Information (1 reviews) - Integration Issues (1 reviews) ### What Do G2 Reviewers Say About Browse AI? *AI-generated summary from verified user reviews* **Pros:** - Users find Browse AI incredibly **easy to use** , enabling efficient web automation without technical skills. - Users value the **ease of automation** with Browse AI, appreciating its seamless integration and responsive customer support. - Users commend the **exceptional customer support** of Browse AI for its responsiveness and effective problem-solving. - Users commend the **exceptional customer service** of Browse AI, highlighting its responsive and helpful support team. - Users find Browse AI's **no-coding functionality** essential for easy automation, empowering them to handle complex tasks effortlessly. **Cons:** - Users find the **complex setup** process of Browse AI requires significant effort for effective automation and integration. - Users feel that the **pricing issues** with Browse AI fail to accommodate their specific needs and budget constraints. - Users feel that **difficult learning** is an issue, lacking sufficient beginner-friendly tutorials despite existing resources. - Users find the lack of **insufficient information** frustrating, desiring more beginner-friendly tutorials to aid their learning. - Users find **integration issues** challenging, especially when dealing with advanced automation and two-factor authentication setups. #### What Are Recent G2 Reviews of Browse AI? **"[Game-Changing No-Code Web Automation Tool](https://www.g2.com/survey_responses/browse-ai-review-11692211)"** **Rating:** 5.0/5.0 stars *— Taimur K.* [Read full review](https://www.g2.com/survey_responses/browse-ai-review-11692211) --- **"[Browse AI Makes No-API Web Data Extraction Simple and Reliable](https://www.g2.com/survey_responses/browse-ai-review-12880919)"** **Rating:** 4.5/5.0 stars *— Admin e.* [Read full review](https://www.g2.com/survey_responses/browse-ai-review-12880919) --- #### What Are G2 Users Discussing About Browse AI? - [What is Browse AI used for?](https://www.g2.com/discussions/what-is-browse-ai-used-for) - 1 comment ### 10. [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 **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: 8.9/10) - **Data Structuring:** 9.5/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Boomi Data Integration?** - **Seller:** [Boomi](https://www.g2.com/sellers/boomi) - **Year Founded:** 2000 - **HQ Location:** Conshohocken, PA - **Twitter:** @boomi (101,014 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/boomi-inc/ (3,024 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 42% Mid-Market, 36% Small-Business #### What Are Boomi Data Integration's Pros and 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) ### What Do G2 Reviewers Say About Boomi Data Integration? *AI-generated summary from verified user reviews* **Pros:** - Users find Boomi Data Integration's **ease of use** exceptional, making it simple for newcomers to implement effectively. - Users commend the **excellent customer support** provided by Rivery, making implementation and problem-solving seamless and efficient. - Users appreciate the **wide range of connectors** in Boomi Data Integration, facilitating seamless data management and reporting. - Users value the **automation capabilities** of Boomi Data Integration, which significantly enhances ETL processes and usability. - Users find **implementation easy** with Boomi Data Integration, benefiting from great support and user-friendly features. **Cons:** - Users often face **data limitations** with Boomi Data Integration, struggling with missing documentation and incomplete report fields. - Users face **information deficiency** when connecting to data sources, as documentation and necessary fields are often missing. - Users face **insufficient information** when connecting to data sources, hindering their ability to find necessary fields. - Users experience **missing documentation and fields** in Boomi Data Integration, leading to challenges in connecting different data sources. - Users face **limited features** in Boomi Data Integration, often lacking necessary fields and documentation for data sources. #### What Are Recent G2 Reviews of Boomi Data Integration? **"[Actual review of ELT Tool Rivery](https://www.g2.com/survey_responses/boomi-data-integration-review-10179408)"** **Rating:** 5.0/5.0 stars *— Amit K.* [Read full review](https://www.g2.com/survey_responses/boomi-data-integration-review-10179408) --- **"[Boomi Data Integration: Fast, Reliable Integrations at Scale](https://www.g2.com/survey_responses/boomi-data-integration-review-12546768)"** **Rating:** 5.0/5.0 stars *— Takkellapati S.* [Read full review](https://www.g2.com/survey_responses/boomi-data-integration-review-12546768) --- #### What Are G2 Users Discussing About Boomi Data Integration? - [What advice do you have for others considering Rivery for data integration and pipeline management?](https://www.g2.com/discussions/what-advice-do-you-have-for-others-considering-rivery-for-data-integration-and-pipeline-management) - [What is the use of Rivery?](https://www.g2.com/discussions/what-is-the-use-of-rivery) - 2 comments - [How much does Rivery cost?](https://www.g2.com/discussions/how-much-does-rivery-cost) - 1 comment - [What does Rivery do?](https://www.g2.com/discussions/what-does-rivery-do) - 1 comment ### 11. [Scrapfly](https://www.g2.com/products/scrapfly/reviews) 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:** 59 **How Do G2 Users Rate Scrapfly?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Data Structuring:** 9.7/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.9/10 (Category avg: 8.9/10) **Who Is the Company Behind Scrapfly?** - **Seller:** [Scrapfly](https://www.g2.com/sellers/scrapfly) - **Year Founded:** 2021 - **HQ Location:** Paris, FR - **LinkedIn® Page:** https://www.linkedin.com/company/scrapfly (6 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Real Estate - **Company Size:** 98% Small-Business, 2% Mid-Market #### What Are Recent G2 Reviews of Scrapfly? **"[Bypasses DataDome with Speed and Value](https://www.g2.com/survey_responses/scrapfly-review-13053252)"** **Rating:** 5.0/5.0 stars *— Neilas J.* [Read full review](https://www.g2.com/survey_responses/scrapfly-review-13053252) --- **"[Scrapfly Makes Complex Web Scraping Reliable and Scalable](https://www.g2.com/survey_responses/scrapfly-review-12956455)"** **Rating:** 5.0/5.0 stars *— Bartosz B.* [Read full review](https://www.g2.com/survey_responses/scrapfly-review-12956455) --- ### 12. [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:** 192 **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: 8.9/10) - **Data Structuring:** 8.2/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Coefficient?** - **Seller:** [Coefficient](https://www.g2.com/sellers/coefficient) - **Company Website:** https://coefficient.io/ - **Year Founded:** 2020 - **HQ Location:** Palo Alto, CA - **Twitter:** @coefficient_io (346 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/coefficientworks/ (71 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 35% Small-Business #### What Are Coefficient's Pros and Cons? **Pros:** - Ease of Use (111 reviews) - Automation (61 reviews) - Integrations (47 reviews) - Easy Integrations (42 reviews) - Time-saving (42 reviews) **Cons:** - Feature Limitations (33 reviews) - Limited Features (21 reviews) - Missing Features (15 reviews) - Limitations (14 reviews) - Integration Issues (13 reviews) ### What Do G2 Reviewers Say About Coefficient? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Coefficient, finding it seamless and hassle-free for data extraction. - Users highlight the **automation capabilities** of Coefficient, significantly saving time and streamlining data management processes. - Users value the **seamless integrations** of Coefficient that enhance productivity between Salesforce, QuickBooks, and Google Sheets. - Users love the **easy integrations** of Coefficient, enabling seamless syncing between Postgres and Google Sheets effortlessly. - Users enjoy the **time-saving automation** of Coefficient, regaining hours weekly with effortless data management. **Cons:** - Users find **feature limitations** in Coefficient, such as missing multiple filters and frustrating data formatting issues. - Users note the **limited features** of Coefficient, especially regarding filtering and importing restrictions. - Users miss the **missing features** like advanced filtering options and seamless chart integration with sheets. - Users find the **row and filter limitations** of Coefficient restricts their data management and analysis capabilities. - Users face **integration issues** with Coefficient, including missing features and frustrating data import processes. #### What Are Recent G2 Reviews of Coefficient? **"[Efficient, User-Friendly Tool for Integrating Salesforce with Google Sheets](https://www.g2.com/survey_responses/coefficient-review-12701723)"** **Rating:** 5.0/5.0 stars *— Ellen Dericks C.* [Read full review](https://www.g2.com/survey_responses/coefficient-review-12701723) --- **"[Seamless Database Queries in Google Sheets with Responsive Support](https://www.g2.com/survey_responses/coefficient-review-13098229)"** **Rating:** 4.5/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/coefficient-review-13098229) --- ### 13. [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:** 782 **How Do G2 Users Rate Fivetran?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10) - **Consolidation:** 8.4/10 (Category avg: 8.9/10) - **Data Structuring:** 8.5/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.4/10 (Category avg: 8.9/10) **Who Is the Company Behind Fivetran?** - **Seller:** [Fivetran](https://www.g2.com/sellers/fivetran) - **Company Website:** https://www.fivetran.com/ - **Year Founded:** 2012 - **HQ Location:** Oakland, CA - **Twitter:** @fivetran (5,767 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/fivetran/ (1,848 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% Mid-Market, 28% Small-Business #### What Are Fivetran's Pros and Cons? **Pros:** - Ease of Use (187 reviews) - Easy Setup (74 reviews) - Easy Integration (73 reviews) - Customer Support (62 reviews) - User Interface (59 reviews) **Cons:** - Sync Issues (60 reviews) - Expensive (36 reviews) - Integration Issues (28 reviews) - Learning Curve (27 reviews) - Pricing Issues (24 reviews) ### What Do G2 Reviewers Say About Fivetran? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Fivetran, enjoying seamless integration and efficient maintenance. - Users value the **easy setup** of Fivetran, appreciating its seamless integration with existing applications. - Users appreciate the **easy integration** of Fivetran with existing applications, streamlining data workflows effortlessly. - Users value the **responsive customer support** from Fivetran, enhancing their overall experience with the product. - Users value the **intuitive and simple layout** of Fivetran, enhancing their data integration experience effortlessly. **Cons:** - Users experience **sync issues** that lead to sporadic failures and challenges in managing dbt dependencies effectively. - Users find Fivetran's **pricing to be quite expensive** , limiting accessibility and flexibility for broader usage. - Users face **integration issues** with Fivetran, particularly around permissions and connector modifications, affecting overall functionality. - Users find the **learning curve steep** , requiring technical knowledge to navigate and run complex queries effectively. - Users feel Fivetran's **pricing is expensive** and would benefit from more flexible options for accessibility. #### What Are Recent G2 Reviews of Fivetran? **"[Simple Setup, Reliable Syncing, and Powerful Pre-Built Connectors](https://www.g2.com/survey_responses/fivetran-review-12945842)"** **Rating:** 4.5/5.0 stars *— Luciana S.* [Read full review](https://www.g2.com/survey_responses/fivetran-review-12945842) --- **"[Trouble-Free Data Pipelines with Effortless Connections to Nearly Every Service](https://www.g2.com/survey_responses/fivetran-review-12999542)"** **Rating:** 5.0/5.0 stars *— Verified User in Insurance* [Read full review](https://www.g2.com/survey_responses/fivetran-review-12999542) --- #### What Are G2 Users Discussing About Fivetran? - [What is Fivetran used for?](https://www.g2.com/discussions/fivetran-what-is-fivetran-used-for) - 1 comment - [What is Census used for?](https://www.g2.com/discussions/what-is-census-used-for) - [Who owns Fivetran?](https://www.g2.com/discussions/who-owns-fivetran) - [How much does Fivetran cost?](https://www.g2.com/discussions/how-much-does-fivetran-cost) - 1 comment - [Is Fivetran an ETL tool?](https://www.g2.com/discussions/is-fivetran-an-etl-tool) - 2 comments ### 14. [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 **How Do G2 Users Rate PhantomBuster?** - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.2/10) - **Consolidation:** 8.2/10 (Category avg: 8.9/10) - **Data Structuring:** 8.1/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.1/10 (Category avg: 8.9/10) **Who Is the Company Behind PhantomBuster?** - **Seller:** [Phantombuster](https://www.g2.com/sellers/phantombuster) - **Year Founded:** 2015 - **HQ Location:** Paris, France - **Twitter:** @officialpbuster (1,377 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/phantombuster-official/ (75 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Founder, CEO - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 73% Small-Business, 24% Mid-Market #### What Are PhantomBuster's Pros and 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) ### What Do G2 Reviewers Say About PhantomBuster? *AI-generated summary from verified user reviews* **Pros:** - Users love the **automation features** of PhantomBuster, streamlining tasks and enhancing social growth effortlessly. - Users find PhantomBuster to be the **easiest to use** , with intuitive features and reliable performance for data scraping. - Users value the **seamless automation features** of PhantomBuster, significantly enhancing their outreach efficiency and reporting. - Users value the **gamechanging LinkedIn automations** offered by PhantomBuster, significantly enhancing their lead generation efforts. - Users appreciate the **easy setup** of PhantomBuster, making it accessible and efficient right from the start. **Cons:** - Users find the **learning curve challenging** , making the initial use of PhantomBuster somewhat overwhelming. - Users note that the **pricing can be excessive** for increased phantom usage, especially for larger teams or heavy scraping. - Users experience **poor customer support** with PhantomBuster, facing challenges in communication and obtaining timely assistance. - Users find the **complex setup** of PhantomBuster challenging, particularly for non-technical individuals managing multiple automations. - Users find PhantomBuster **expensive** , especially due to limited execution time and a need for better customization options. #### What Are Recent G2 Reviews of PhantomBuster? **"[PhantomBuster’s Versatility Makes Targeted Data Lists Easy](https://www.g2.com/survey_responses/phantombuster-review-12390581)"** **Rating:** 4.0/5.0 stars *— Jamie C.* [Read full review](https://www.g2.com/survey_responses/phantombuster-review-12390581) --- **"[PhantomBuster Makes LinkedIn Outreach Easy and Effective](https://www.g2.com/survey_responses/phantombuster-review-12399898)"** **Rating:** 5.0/5.0 stars *— Naud H.* [Read full review](https://www.g2.com/survey_responses/phantombuster-review-12399898) --- #### What Are G2 Users Discussing About PhantomBuster? - [Is it legal to use PhantomBuster?](https://www.g2.com/discussions/is-it-legal-to-use-phantombuster) - 1 upvote - [Does Instagram allow PhantomBuster?](https://www.g2.com/discussions/does-instagram-allow-phantombuster) - [Is the PhantomBuster good?](https://www.g2.com/discussions/is-the-phantombuster-good) - 1 comment - [What is PhantomBuster used for?](https://www.g2.com/discussions/what-is-phantombuster-used-for) - 2 comments ### 15. [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:** 336 **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: 8.9/10) - **Data Structuring:** 9.0/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Skyvia?** - **Seller:** [Devart](https://www.g2.com/sellers/devart) - **Year Founded:** 1997 - **HQ Location:** Wilmington, Delaware, USA - **Twitter:** @DevartSoftware (1,736 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/800325/ (252 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 52% Small-Business, 43% Mid-Market #### What Are Skyvia's Pros and Cons? **Pros:** - Ease of Use (46 reviews) - Easy Integrations (33 reviews) - Easy Setup (30 reviews) - Setup Ease (29 reviews) - Integrations (26 reviews) **Cons:** - Information Deficiency (8 reviews) - Difficult Setup (7 reviews) - Learning Curve (7 reviews) - Poor Documentation (7 reviews) - Setup Difficulty (7 reviews) ### What Do G2 Reviewers Say About Skyvia? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **intuitive and well-designed interface** of Skyvia, making data integration tasks effortless and efficient. - Users value the **easy integration capabilities** of Skyvia, enabling seamless connectivity across various platforms with minimal effort. - Users appreciate the **easy setup** of Skyvia, finding it simple and intuitive for all integration needs. - Users find the **initial setup ease** of Skyvia boosts efficiency, making data integration simple and user-friendly. - Users appreciate the **ease of integration** with Skyvia, simplifying complex tasks and saving valuable time and resources. **Cons:** - Users find **information deficiency** in Skyvia’s documentation and logs, hindering troubleshooting and job tracking effectiveness. - Users find the **difficult setup** with Skyvia challenging, requiring extra time and effort for initial configuration. - Users find the **learning curve steep** , requiring time to grasp the dense interface and explore functionality. - Users feel the **poor documentation** of Skyvia makes integrations and troubleshooting more challenging and less intuitive. - Users find the **setup difficulty** in Skyvia frustrating due to trial and error, complex integrations, and a dated interface. #### What Are Recent G2 Reviews of Skyvia? **"[Straightforward data integration that reduced manual maintenance across our cloud systems](https://www.g2.com/survey_responses/skyvia-review-13091652)"** **Rating:** 5.0/5.0 stars *— Paul M.* [Read full review](https://www.g2.com/survey_responses/skyvia-review-13091652) --- **"[Practical no-code data integration that reduced manual reporting work](https://www.g2.com/survey_responses/skyvia-review-13091619)"** **Rating:** 5.0/5.0 stars *— Aron G.* [Read full review](https://www.g2.com/survey_responses/skyvia-review-13091619) --- #### What Are G2 Users Discussing About Skyvia? - [What is Skyvia used for?](https://www.g2.com/discussions/what-is-skyvia-used-for) - 1 comment ### 16. [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:** 104 **How Do G2 Users Rate Weld?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10) - **Consolidation:** 8.9/10 (Category avg: 8.9/10) - **Data Structuring:** 9.0/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Weld?** - **Seller:** [Weld](https://www.g2.com/sellers/weld-733aad41-2e36-4f42-9349-7d847f41d873) - **Company Website:** https://weld.app/ - **Year Founded:** 2021 - **HQ Location:** Copenhagen, DK - **Twitter:** @WeldHQ (98 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/weldhq/ (91 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Computer Software, Retail - **Company Size:** 59% Small-Business, 40% Mid-Market #### What Are Weld's Pros and 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) ### What Do G2 Reviewers Say About Weld? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **extremely easy-to-use interface** of Weld, allowing efficient data source automation and management. - Users praise the **lightning-fast customer support** of Weld, quickly resolving issues to enhance their experience. - Users love the **easy integrations** with numerous platforms, boosting efficiency and simplifying data management. - Users value the **automation capabilities** of Weld, significantly saving time and enhancing data management efforts. - Users value the **easy and efficient data integration** offered by Weld, simplifying complex data management tasks significantly. **Cons:** - Users note the **limited connectors** available in Weld, wishing for more options to enhance their data integration capabilities. - Users find the **limited number of connectors** in the basic plan somewhat restrictive for their needs. - Users are concerned about the **lack of native connectors** , impacting integration flexibility with some tools. - Users feel the **limited integrations** with Weld restrict connectivity options, particularly regarding MongoDB sync capabilities. - Users experience **connectivity issues** with Weld, as some tools lack direct connectors and require third-party solutions. #### What Are Recent G2 Reviews of Weld? **"[Easy Connector Setup and Great Value](https://www.g2.com/survey_responses/weld-review-12601466)"** **Rating:** 4.5/5.0 stars *— Lucas T.* [Read full review](https://www.g2.com/survey_responses/weld-review-12601466) --- **"[Seamless ETL with Stellar Support](https://www.g2.com/survey_responses/weld-review-12858335)"** **Rating:** 5.0/5.0 stars *— Edward S.* [Read full review](https://www.g2.com/survey_responses/weld-review-12858335) --- ### 17. [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:** 58 **How Do G2 Users Rate DocuPipe?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10) - **Consolidation:** 8.8/10 (Category avg: 8.9/10) - **Data Structuring:** 10.0/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.2/10 (Category avg: 8.9/10) **Who Is the Company Behind DocuPipe?** - **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®) **Who Uses This Product?** - **Top Industries:** Accounting, Information Technology and Services - **Company Size:** 51% Small-Business, 25% Mid-Market #### What Are DocuPipe's Pros and 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) ### What Do G2 Reviewers Say About DocuPipe? *AI-generated summary from verified user reviews* **Pros:** - Users find DocuPipe incredibly **easy to use** , thanks to its intuitive setup and exceptional support from the team. - Users highlight the **remarkably high accuracy rate** of DocuPipe, delivering consistent and reliable data extraction from documents. - Users praise the **outstanding customer support** of DocuPipe, valuing their responsiveness and expertise during integration. - Users commend the **highly efficient data extraction** of DocuPipe, simplifying large-scale document processing with impressive accuracy. - Users find the **setup ease** of DocuPipe remarkable, allowing for quick implementation and effective data extraction. **Cons:** - Users feel the **poor interface design** of DocuPipe lacks clarity and modern usability, causing confusion during use. - Users feel the **poor UI design** of DocuPipe hampers navigation and could benefit from modernization and clarity. - Users find DocuPipe to be **expensive** , especially with complex pricing and additional costs for schema errors. - Users note that the **user interface could be improved** , causing confusion about navigation and workflow efficiency. - Users face a **difficult learning curve** with DocuPipe, impacting their ability to effectively utilize its features. #### What Are Recent G2 Reviews of DocuPipe? **"[Powerful AI Extraction with an Easy-to-Edit Schema and Responsive Support](https://www.g2.com/survey_responses/docupipe-review-13048236)"** **Rating:** 5.0/5.0 stars *— Verified User in Oil & Energy* [Read full review](https://www.g2.com/survey_responses/docupipe-review-13048236) --- **"[Straightforward API Integration and Flexible Schema-Based Document Workflows](https://www.g2.com/survey_responses/docupipe-review-13087649)"** **Rating:** 4.5/5.0 stars *— Rio E.* [Read full review](https://www.g2.com/survey_responses/docupipe-review-13087649) --- ### 18. [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 **How Do G2 Users Rate SerpApi?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) **Who Is the Company Behind SerpApi?** - **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 (55 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 82% Small-Business, 11% Enterprise #### What Are SerpApi's Pros and 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) - Credit Issues (2 reviews) - Filtering Issues (1 reviews) ### What Do G2 Reviewers Say About SerpApi? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of SerpApi, finding it simple to integrate and effective for diverse projects. - Users praise the **data accuracy** of SerpApi, finding it reliable for essential application features and project needs. - Users value the **easy integration** of SerpApi, appreciating its powerful API and helpful support for projects. - Users find SerpApi's pricing plans **affordable** , making it accessible for developers of all levels and needs. - Users find the **easy setup** of SerpApi incredibly convenient for configuring and integrating with their systems. **Cons:** - Users find the **high costs** of SerpApi challenging, particularly with fluctuating API usage and subscription model limitations. - Users feel that SerpApi has **limited features** , particularly regarding advanced customization and the free tier options. - Users find the **subscription model inflexible** for sporadic data needs, preferring a more adaptable pricing option. - Users find the **credit issues** with SerpApi challenging, noting the need for clearer explanations on pricing. - Users desire enhanced **filtering options** for search queries in SerpApi, seeking greater customization flexibility for better results. #### What Are Recent G2 Reviews of SerpApi? **"[Makes Google Reviews and Emails Easy to Fetch for Reporting](https://www.g2.com/survey_responses/serpapi-review-12674262)"** **Rating:** 5.0/5.0 stars *— dfernandes@beaconfunding.com F.* [Read full review](https://www.g2.com/survey_responses/serpapi-review-12674262) --- **"[Excellent API with Outstanding Student Support](https://www.g2.com/survey_responses/serpapi-review-11565319)"** **Rating:** 5.0/5.0 stars *— Quang L.* [Read full review](https://www.g2.com/survey_responses/serpapi-review-11565319) --- #### What Are G2 Users Discussing About SerpApi? - [What is SerpApi used for?](https://www.g2.com/discussions/what-is-serpapi-used-for) ### 19. [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:** 4.8/5.0 **Total Reviews:** 25 **How Do G2 Users Rate ScrapingBee?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Consolidation:** 10.0/10 (Category avg: 8.9/10) - **Data Structuring:** 10.0/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind ScrapingBee?** - **Seller:** [ScrapingBee](https://www.g2.com/sellers/scrapingbee) - **Year Founded:** 2019 - **HQ Location:** Paris, FR - **LinkedIn® Page:** https://www.linkedin.com/company/scrapingbee (19 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 72% Small-Business, 4% Mid-Market #### What Are ScrapingBee's Pros and 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) ### What Do G2 Reviewers Say About ScrapingBee? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of ScrapingBee, finding its setup and documentation clear and user-friendly. - Users highlight the **clear and easy-to-navigate documentation** , enhancing their experience and efficiency in developing scrapers. - Users value the **easy setup** of ScrapingBee, appreciating its straightforward process and user-friendly documentation. - Users commend ScrapingBee for its **affordable pricing and robust performance** , making it a top choice in the market. - Users appreciate the **scraping efficiency** of ScrapingBee, especially for its easy-to-use API and quick setup. **Cons:** - Users find **pricing issues** frustrating, particularly with lost credits and complex cost estimation for requests. - Users find the **limited features** of ScrapingBee, such as lack of dark mode, disappointing for an expensive service. - Users criticize the **poor customer support** of ScrapingBee, noting the lack of weekend assistance and timely responses. - Users are frustrated by the lack of **dark mode** and find stealth requests to be unreasonably expensive. #### What Are Recent G2 Reviews of ScrapingBee? **"[Reliable Scraping with Stellar Support](https://www.g2.com/survey_responses/scrapingbee-review-12931685)"** **Rating:** 4.5/5.0 stars *— Rishabh S.* [Read full review](https://www.g2.com/survey_responses/scrapingbee-review-12931685) --- **"[Consistent service and great sales team!](https://www.g2.com/survey_responses/scrapingbee-review-12800854)"** **Rating:** 4.0/5.0 stars *— Jeffrey P.* [Read full review](https://www.g2.com/survey_responses/scrapingbee-review-12800854) --- ### 20. [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:** 112 **How Do G2 Users Rate Zyte?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10) - **Consolidation:** 7.6/10 (Category avg: 8.9/10) - **Data Structuring:** 7.8/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.2/10 (Category avg: 8.9/10) **Who Is the Company Behind Zyte?** - **Seller:** [Zyte](https://www.g2.com/sellers/zyte) - **Company Website:** https://www.zyte.com - **Year Founded:** 2010 - **HQ Location:** Ballincollig, IE - **Twitter:** @zytedata (4,034 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2450827/ (231 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Small-Business, 25% Mid-Market #### What Are Zyte's Pros and 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) ### What Do G2 Reviewers Say About Zyte? *AI-generated summary from verified user reviews* **Pros:** - Users find Zyte to be **extremely easy to set up and maintain** , ensuring a smooth web scraping experience. - Users appreciate Zyte's **seamless integration and effective customer support** , making web scraping projects highly productive and reliable. - Users highlight the **fantastic customer support** of Zyte, ensuring smooth resolutions and effective communication throughout their projects. - Users highlight Zyte's **exceptional reliability** , praising its effortless integration and consistent performance in web scraping tasks. - Users appreciate the **scraping efficiency** of Zyte, enjoying seamless integration and reliable data extraction results. **Cons:** - Users feel that the **pricing issues** of Zyte hinder accessibility, especially for smaller projects and personal use. - Users find the service **expensive** due to unexpected costs and limitations on scraping capabilities at scale. - Users find the **learning curve steep** for custom extraction rules and optimizing Zyte's feature-rich tools. - Users find the **learning difficulty** of Zyte challenging, especially for custom extraction and advanced features. - Users feel that the **UX improvement** is needed, as the dashboard interface is not intuitive and appears unpolished. #### What Are Recent G2 Reviews of Zyte? **"[Zyte Scrapy Cloud: Easy, Reliable, Fast, and Great Value](https://www.g2.com/survey_responses/zyte-review-12721364)"** **Rating:** 5.0/5.0 stars *— Francisc C.* [Read full review](https://www.g2.com/survey_responses/zyte-review-12721364) --- **"[Efficient Web Management, Needs Better Debugging](https://www.g2.com/survey_responses/zyte-review-12188719)"** **Rating:** 4.5/5.0 stars *— Anuj B.* [Read full review](https://www.g2.com/survey_responses/zyte-review-12188719) --- #### What Are G2 Users Discussing About Zyte? - [What is Zyte used for?](https://www.g2.com/discussions/what-is-zyte-used-for) - 2 comments ### 21. [Hevo Data](https://www.g2.com/products/hevo-data/reviews) Hevo is a no-code ELT platform built on three principles: simplicity, reliability, and transparency. Connect your sources to leading data warehouses in 5 minutes with no engineering effort required. With automated scaling, fault-tolerant architecture, transparent pricing, and end-to-end visibility, Hevo keeps your data accurate and your pipelines running smoothly. Trusted by over 2,000 data teams across 45+ countries, Hevo brings all your data together through an intuitive experience that gets pipelines up and running in just a few clicks, so you can spend less time maintaining infrastructure and more time using your data. **Average Rating:** 4.4/5.0 **Total Reviews:** 287 **How Do G2 Users Rate Hevo Data?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) - **Consolidation:** 8.3/10 (Category avg: 8.9/10) - **Data Structuring:** 8.4/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 8.3/10 (Category avg: 8.9/10) **Who Is the Company Behind Hevo Data?** - **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 (830 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13296733/ (233 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer, Data Analyst - **Top Industries:** Computer Software, Financial Services - **Company Size:** 49% Mid-Market, 40% Small-Business #### What Are Hevo Data's Pros and 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) ### What Do G2 Reviewers Say About Hevo Data? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Hevo Data, benefiting from its no-code, drag-and-drop interface for ETL pipelines. - Users appreciate the **excellent customer support** from Hevo Data, which is available 24/7 to assist them. - Users appreciate the **easy integrations** of Hevo Data, enabling seamless data collection without code challenges. - Users enjoy the **easy setup** of Hevo Data, appreciating the no-code, drag-and-drop interface for ETL pipelines. - Users love the **no-coding requirement** of Hevo Data, ensuring easy ETL pipeline implementation with a user-friendly interface. **Cons:** - Users find Hevo Data to be **expensive** , which is a concern despite its no-code integration advantages. - Users find the **pricing issues** of Hevo Data a bit high, impacting their overall satisfaction with the service. - Users find the **limited customization** frustrating, making complex transformations and intuitive use more challenging. - Users note the **limited customization and transformation capabilities** of Hevo Data, affecting handling of complex data needs. - Users find the **complex setup** challenging, leading to initial confusion and difficulties with SQL queries. #### What Are Recent G2 Reviews of Hevo Data? **"[Hevo makes making data pipelines a breeze](https://www.g2.com/survey_responses/hevo-data-review-13074537)"** **Rating:** 4.0/5.0 stars *— Verified User in Logistics and Supply Chain* [Read full review](https://www.g2.com/survey_responses/hevo-data-review-13074537) --- **"[Easy Pipeline Setup, Great Performance, and Outstanding Hevo Support](https://www.g2.com/survey_responses/hevo-data-review-13076579)"** **Rating:** 4.5/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/hevo-data-review-13076579) --- #### What Are G2 Users Discussing About Hevo Data? - [How do you use HEVO data?](https://www.g2.com/discussions/how-do-you-use-hevo-data) - [Is HEVO ETL tool?](https://www.g2.com/discussions/is-hevo-etl-tool) - 1 comment - [Why use Hevo?](https://www.g2.com/discussions/why-use-hevo) - [What does Hevo data do?](https://www.g2.com/discussions/what-does-hevo-data-do) - 1 comment ### 22. [cloro](https://www.g2.com/products/cloro/reviews) Extract structured data from ChatGPT, Perplexity, Grok, Gemini, Google Search, Copilot, and AI Overview. Get parsed objects from multiple regions with one API, with the real user interface responses with any scale and format you need. Why is cloro your best option? - API responses are nothing like the UI - Direct provider APIs don't give you the tools to influence SEO - Each provider requires separate API integration, creating technical overhead - We offer up to 12x cost savings vs. directly using the AI model APIs - Token-based pricing varies by model and provider, making costs unpredictable Easily extract markdown, text or HTML. We parse the relevant objects of each response, such sources, citations, query fan-out, shopping and others. **Average Rating:** 4.8/5.0 **Total Reviews:** 36 **How Do G2 Users Rate cloro?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Consolidation:** 10.0/10 (Category avg: 8.9/10) - **Data Structuring:** 10.0/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.7/10 (Category avg: 8.9/10) **Who Is the Company Behind cloro?** - **Seller:** [cloro](https://www.g2.com/sellers/cloro) - **HQ Location:** Newark, US - **LinkedIn® Page:** https://www.linkedin.com/company/cloro-dev/ (8 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 86% Small-Business, 14% Mid-Market #### What Are Recent G2 Reviews of cloro? **"[Makes LLM experimentation and benchmarking much easier](https://www.g2.com/survey_responses/cloro-review-13054751)"** **Rating:** 5.0/5.0 stars *— HIEU VAN T.* [Read full review](https://www.g2.com/survey_responses/cloro-review-13054751) --- **"[Ideal API Solution with Room for Speed Enhancements](https://www.g2.com/survey_responses/cloro-review-12973115)"** **Rating:** 5.0/5.0 stars *— John Rey B.* [Read full review](https://www.g2.com/survey_responses/cloro-review-12973115) --- ### 23. [RudderStack](https://www.g2.com/products/rudderstack/reviews) RudderStack is the leading warehouse native CDP designed to help organizations efficiently collect, unify, and activate customer data across various channels. This end-to-end solution empowers data teams to streamline their data management processes, enabling businesses to leverage insights for growth and improved customer engagement. By integrating seamlessly with existing systems, RudderStack facilitates a comprehensive view of customer interactions, which is crucial for informed decision-making. Targeted primarily at data teams, RudderStack serves a diverse range of industries, including retail, finance, healthcare, media and technology. Its user-friendly interface and robust capabilities make it suitable for organizations looking to enhance their data strategy without the need for extensive technical expertise. Key features of RudderStack include its ability to integrate with various data sources and destinations, ensuring that organizations can centralize their customer data effectively. The platform supports a wide array of integrations with popular tools and services, allowing users to connect their existing tech stack effortlessly. Additionally, RudderStack offers advanced data transformation capabilities, enabling teams to clean and enrich their data before utilizing it for analytics or marketing campaigns. One of the standout benefits of RudderStack is its warehouse-native architecture, which allows businesses to store their customer data directly in their data warehouse. This approach not only enhances data security but also provides organizations with greater control over their data. By eliminating the need for third-party data storage solutions, RudderStack helps businesses reduce costs and improve data accessibility. Furthermore, the platform's flexibility allows for real-time data updates, ensuring that teams are always working with the most current information. Overall, RudderStack is a powerful tool for organizations aiming to harness the full potential of their customer data. With its comprehensive features and focus on unifying data from various sources, it stands out in the competitive landscape of customer data platforms, making it a valuable asset for businesses looking to drive growth and enhance customer experiences. Over 30,000 sites and apps run RudderStack including Crate & Barrel, Foot Locker, Glassdoor, Stripe, Allbirds, and more. RudderStack acquired Blendo in 2020 **Average Rating:** 4.7/5.0 **Total Reviews:** 51 **How Do G2 Users Rate RudderStack?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.2/10) - **Consolidation:** 8.9/10 (Category avg: 8.9/10) - **Data Structuring:** 9.4/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.4/10 (Category avg: 8.9/10) **Who Is the Company Behind RudderStack?** - **Seller:** [RudderStack](https://www.g2.com/sellers/rudderstack) - **Company Website:** https://www.rudderstack.com - **Year Founded:** 2019 - **HQ Location:** San Francisco, California - **Twitter:** @RudderStack (1,695 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rudderlabs/about (129 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Data Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 54% Mid-Market, 46% Small-Business #### What Are RudderStack's Pros and Cons? **Pros:** - Ease of Use (18 reviews) - Customer Support (16 reviews) - Easy Integration (11 reviews) - Easy Setup (9 reviews) - Easy Integrations (8 reviews) **Cons:** - Learning Curve (10 reviews) - Limited Customization (5 reviews) - Complexity (4 reviews) - Insufficient Guidance (4 reviews) - Onboarding Difficulties (4 reviews) ### What Do G2 Reviewers Say About RudderStack? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of RudderStack, enjoying a smooth learning curve and intuitive interface. - Users appreciate the **excellent customer support** from RudderStack, with responsive and professional help available when needed. - Users find **easy integration** with RudderStack, allowing seamless connections across multiple sources and destinations effortlessly. - Users enjoy the **easy setup** of RudderStack, allowing quick connections and seamless integrations with tools and warehouses. - Users value the **easy integrations** of RudderStack, allowing quick connections and seamless data management across tools. **Cons:** - Users find the **learning curve challenging** , particularly with the confusing interface and initial setup complexities. - Users find **limited customization options** hinder their ability to tailor RudderStack to their individual workflows and preferences. - Users find the **complexity of event planning and interface** can lead to challenges in usability and debugging. - Users feel there is **insufficient guidance** in documentation, affecting their ability to effectively integrate and utilize RudderStack. - Users face **onboarding difficulties** with RudderStack, especially lacking resources and encountering documentation issues. #### What Are Recent G2 Reviews of RudderStack? **"[Smooth migration from Segment](https://www.g2.com/survey_responses/rudderstack-review-11236491)"** **Rating:** 5.0/5.0 stars *— Steven C.* [Read full review](https://www.g2.com/survey_responses/rudderstack-review-11236491) --- **"[The Modern Data stack's secret weapon ](https://www.g2.com/survey_responses/rudderstack-review-10282067)"** **Rating:** 5.0/5.0 stars *— Venkata M.* [Read full review](https://www.g2.com/survey_responses/rudderstack-review-10282067) --- ### 24. [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 **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:** 7.9/10 (Category avg: 8.9/10) - **Data Structuring:** 7.6/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 7.7/10 (Category avg: 8.9/10) **Who Is the Company Behind IBM StreamSets?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Who Uses This:** Data Engineer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 42% Enterprise, 33% Mid-Market #### What Are IBM StreamSets's Pros and 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) ### 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, enabling quick and intuitive data pipeline creation and management. - Users value the **user-friendly drag-and-drop interface** of IBM StreamSets, enhancing pipeline visualization and debugging efficiency. - Users find IBM StreamSets to provide **effective data management** for easy creation, monitoring, and transformation of data pipelines. - Users appreciate the **simplicity of data integration workflows** with IBM StreamSets, enhancing the ease of building and deploying pipelines. - Users appreciate the **wide range of integrations** offered by IBM StreamSets, enhancing data handling across systems. **Cons:** - Users face a **steep learning curve** , particularly with advanced features, requiring substantial technical knowledge and experience. - Users note the software is **expensive** and may not be ideal for smaller teams due to high costs. - Users struggle with **learning difficulties** in StreamSets, particularly with advanced features and unclear documentation complicating their onboarding. - Users experience **slow performance** with IBM StreamSets, especially when processing large data volumes or complex pipelines. - Users face a **steep learning curve** with IBM StreamSets, requiring deep technical knowledge for advanced features. #### What Are Recent G2 Reviews of IBM StreamSets? **"[Powerful Data Integration With IBM Stream sets.](https://www.g2.com/survey_responses/ibm-streamsets-review-11654909)"** **Rating:** 5.0/5.0 stars *— Abhishek D.* [Read full review](https://www.g2.com/survey_responses/ibm-streamsets-review-11654909) --- **"[Simplifies Real-Time Data Pipelines with Mixed Customization](https://www.g2.com/survey_responses/ibm-streamsets-review-12240946)"** **Rating:** 4.0/5.0 stars *— Sravya A.* [Read full review](https://www.g2.com/survey_responses/ibm-streamsets-review-12240946) --- #### What Are G2 Users Discussing About IBM StreamSets? - [What is StreamSets used for?](https://www.g2.com/discussions/what-is-streamsets-used-for) - [What is StreamSets data collector?](https://www.g2.com/discussions/what-is-streamsets-data-collector) - [What is StreamSets control hub?](https://www.g2.com/discussions/what-is-streamsets-control-hub) - [Are StreamSets free?](https://www.g2.com/discussions/are-streamsets-free) - [What is StreamSets tool?](https://www.g2.com/discussions/what-is-streamsets-tool) - 1 comment ### 25. [BrowserAct](https://www.g2.com/products/browseract/reviews) BrowserAct is a browser automation CLI built for AI agents. Get past anti-bot walls, hand off to humans across platforms when stuck, run parallel tasks without cross-contamination, and isolate multiple accounts in independent browsers. Use BrowserAct when an agent needs to browse, click, extract, fill forms, upload files, work inside logged-in sites, handle verification, or run repeatable browser workflows. Core capabilities - Break through web blocks: Stealth fingerprints, TLS rotation, and other anti-blocking layers prevent most web blocks. If triggered, CAPTCHAs are handled automatically, with human assistance as backup. - Browser modes for different scenarios: reuse Chrome local login state; use stealth private mode for bulk scraping; use stealth fixed-identity mode for multi-account scenarios. - Unlimited concurrency, zero interference: each browser has its own identity, and each session has its own workspace. - Designed for agent reasoning: clean web data, agent command execution, semantic browser memory, and confirmation by default. - Ways to use BrowserAct: Local + Agent, Cloud Workflow, API / MCP, and Skill Forge for reusable browser skills. Github:https://github.com/browser-act/skills/tree/main Doc:https://github.com/browser-act/skills/tree/main/docs **Average Rating:** 4.6/5.0 **Total Reviews:** 12 **How Do G2 Users Rate BrowserAct?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10) - **Consolidation:** 10.0/10 (Category avg: 8.9/10) - **Data Structuring:** 9.8/10 (Category avg: 9.1/10) - **Diverse Extraction Points:** 9.5/10 (Category avg: 8.9/10) **Who Is the Company Behind BrowserAct?** - **Seller:** [CYBER BYET PTE. LTD](https://www.g2.com/sellers/cyber-byet-pte-ltd) - **Company Website:** https://www.mimicpc.com/ - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 92% Small-Business #### What Are BrowserAct's Pros and Cons? **Pros:** - Automation (2 reviews) - Affordable (1 reviews) - Customer Support (1 reviews) - Data Management (1 reviews) - Ease of Use (1 reviews) **Cons:** - Limited Features (1 reviews) ### What Do G2 Reviewers Say About BrowserAct? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **automation capabilities** of BrowserAct, enjoying the ease and efficiency it brings to their tasks. - Users appreciate the **affordability** of BrowserAct, finding it a cost-effective solution with exceptional value and efficiency. - Users commend the **exceptional customer support** of BrowserAct, highlighting prompt responses and regular updates that enhance the experience. - Users praise the **automation capabilities** of BrowserAct, enjoying customizable options that simplify their browsing experience. - Users appreciate the **user-friendliness** of BrowserAct, making it easy to configure and automate tasks without programming skills. **Cons:** - Users note that BrowserAct has **limited features** , but the responsive team is actively addressing these gaps. #### What Are Recent G2 Reviews of BrowserAct? **"[Efficient Natural Language Scraping Tool for Content Work](https://www.g2.com/survey_responses/browseract-review-12980037)"** **Rating:** 4.5/5.0 stars *— mi k.* [Read full review](https://www.g2.com/survey_responses/browseract-review-12980037) --- **"[Seamless Data Extraction and Session Management with BrowserAct](https://www.g2.com/survey_responses/browseract-review-13071575)"** **Rating:** 4.5/5.0 stars *— Sarvar N.* [Read full review](https://www.g2.com/survey_responses/browseract-review-13071575) --- ## What Is Data Extraction Tools? [IT Management Software](https://www.g2.com/categories/it-management) ## What Software Categories Are Similar to Data Extraction Tools? - [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)