# Best Enterprise Data Extraction Tools

  *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, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise 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 Enterprise Business Data Extraction category.

In addition to qualifying for inclusion in the Data Extraction Tools category, to qualify for inclusion in the Enterprise Business Data Extraction Tools category, a product must have at least 10 reviews left by a reviewer from an enterprise business.





## Category Overview

**Total Products under this Category:** 262


## Trust & Credibility Stats

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 6,900+ Authentic Reviews
- 262+ Products
- Unbiased Rankings

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



---

**Sponsored**

### Infrrd

Infrrd is an AI-powered Intelligent Document Processing (IDP) and agentic automation platform built to handle the world’s most complex, high-variation documents with unmatched accuracy. Powered by 13+ patents, proprietary vision models, and domain-trained AI, Infrrd extracts, classifies, validates, and interprets data from structured and unstructured documents—without relying on templates or manual review.\*\* Infrrd’s product ecosystem is anchored by \*\*Titan IDP\*\*, its core extraction engine capable of handling thousands of document formats across mortgage, insurance, finance, and engineering. Titan automates document classification, table and line-item capture, handwriting detection, semantic understanding, and domain-specific fields using advanced OCR and deep learning. Building on Titan, Infrrd offers MortgageCheck AI, a QC and audit intelligence solution designed for lenders managing massive loan files. It automates field-level comparisons, rule validations, data consistency checks, and exception detection—reducing review time and improving compliance accuracy. Mortgage Ally, Infrrd’s agentic AI layer, goes further by performing autonomous reviews, investigating discrepancies, and presenting audit-ready summaries, acting as an always-on AI analyst for mortgage teams. For insurance, Infrrd provides ACORD and claims automation across forms like 25, 28, 127, 129, and 130, along with loss runs and FNOL packages. Its engineering drawing solution extracts dimensions, tolerances, GD&T, symbols, and BOM data from CAD, P&ID, and mechanical diagrams, helping manufacturers and contractors accelerate RFQs and reduce errors. Infrrd’s core USP lies in its No-Touch Processing (NTP) framework—a proven approach that enables 80%+ automation with zero manual review. Backed by human-in-the-loop accuracy guarantees above 98%, confidence scoring, vertical AI models, and agentic workflows, Infrrd delivers automation that reads, reasons, and acts. With global enterprises processing 60+ million pages a month using Infrrd, the platform stands out for vertical depth, patented technology, speed to value, and scalable, audit-grade automation that transforms document-heavy operations.



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---

## Top-Rated Products (Ranked by G2 Score)
  ### 1. [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:** 775

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10)
- **Consolidation:** 8.4/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.5/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.4/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Fivetran](https://www.g2.com/sellers/fivetran)
- **Company Website:** https://www.fivetran.com/
- **Year Founded:** 2012
- **HQ Location:** Oakland, CA
- **Twitter:** @fivetran (5,735 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fivetran/ (1,738 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Data Analyst
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 59% Mid-Market, 28% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (203 reviews)
- Easy Setup (82 reviews)
- Easy Integration (73 reviews)
- Customer Support (64 reviews)
- User Interface (62 reviews)

**Cons:**

- Sync Issues (60 reviews)
- Expensive (46 reviews)
- Integration Issues (30 reviews)
- Pricing Issues (28 reviews)
- Learning Curve (27 reviews)

  ### 2. [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews)
  IBM StreamSets is a robust streaming data integration tool for hybrid, multi-cloud environments that enables real-time decision making. It allows ingestion and in-flight transformation of structured, unstructured, and semi-structured data from streaming sources, and reliably delivers trusted data into diverse destinations. Flexible deployment options promote security, cost-effectiveness and performance. With several pre-built connectors, an intuitive no-code/low-code interface, and automatic adaptability to data drifts, StreamSets accelerates data pipeline operationalization. It integrates with IBM’s broader data integration capabilities, enabling reliable pipelines that unify multiple data integration patterns, underpinned by data observability capabilities for continuous data quality monitoring and remediation. That’s why the largest companies in the world trust StreamSets to power millions of data pipelines for modern analytics, data science, smart applications, and hybrid integration.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 115

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.2/10)
- **Consolidation:** 7.9/10 (Category avg: 8.8/10)
- **Data Structuring:** 7.6/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 7.7/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Year Founded:** 1911
- **HQ Location:** Armonk, NY
- **Twitter:** @IBM (709,023 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (324,553 employees on LinkedIn®)
- **Ownership:** SWX:IBM

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Software Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 42% Enterprise, 33% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (30 reviews)
- User Interface (16 reviews)
- Data Management (15 reviews)
- Data Pipelining (15 reviews)
- Integrations (14 reviews)

**Cons:**

- Learning Curve (13 reviews)
- Expensive (10 reviews)
- Learning Difficulty (8 reviews)
- Slow Performance (8 reviews)
- Steep Learning Curve (8 reviews)

  ### 3. [Bright Data](https://www.g2.com/products/bright-data/reviews)
  Bright Data is the industry’s leading web data, proxy, and AI infrastructure platform—trusted by 20,000+ organizations, with solutions for companies of any size, from startup through enterprise, including Fortune 500s, leading AI companies, and innovators across every industry. Bright Data is the platform of choice for organizations seeking data for AI, eCommerce, marketing, travel, market research, SERP tracking, financial services, data security, real estate analytics, ad tech, brand protection, and more. From risk mitigation and audience insights to LLM training and competitor intelligence, Bright Data delivers compliant, real-time web data at scale for any business need. Our comprehensive suite empowers businesses, developers, and data teams to seamlessly collect, unlock, and operationalize web-scale data for every workflow. Core Solutions & Capabilities Web Access APIs: - Unlocker API: Access blocked content and bypass CAPTCHAs - Crawl API: Extract entire websites into AI-ready data - SERP API: Multi-engine search data on demand - Browser API: Remote browsing with advanced stealth Data Feeds: - Pre-built Scrapers: Real-time data from 100+ major websites - AI-powered Custom Scraper for any site - Curated Datasets covering 100+ domains - Serverless Functions for scalable, event-driven data workflows Proxy Services: - 150M+ ethically sourced residential IPs, 7M+ mobile proxies, 1.3M+ ISP proxies, 1.3M+ datacenter proxies - Granular city/state/ASN targeting, rotating or sticky sessions, and industry-leading proxy performance with 99.9% uptime - Global access across 195+ countries AI Solutions: - Data for AI: Infrastructure for LLMs, AI models, apps, and agents - Video & Media Data: Extract video, images, and multimedia at scale - Data Packages: Ready-to-use LLM datasets for any industry - Search & Extract: Real-time web search and crawl for AI apps and agents - Agent Browser: Let autonomous agents browse and take action - The Web MCP (Free): Unified AI toolkit for web data extraction and interaction Why Bright Data: - Direct API and webhook integration, no-code dashboard, and support for all major frameworks (Python, Node.js, Puppeteer, Playwright, Scrapy, Selenium, LangChain, LlamaIndex, and more) - Global coverage from 195+ locations; reliable 99.99% uptime and 99.95%+ network success rate - 24/7 live support, dedicated account managers, and award-winning service with under-10-minute average response - Rigorous commitment to compliance and ethics: GDPR & CCPA adherence, resource-sharing community, opt-in proxy network, and transparent trust management - Cost-effective, flexible pricing—free trials and pay-as-you-go options available - Power real-time data enrichment, AI/ML model training, agentic workflows, price intelligence, risk monitoring, ad verification, research, and more Whether you need to feed LLMs, empower AI agents, fuel data analytics at scale, or access rich, ready-to-use datasets, Bright Data’s infrastructure delivers reliable, secure, and future-ready solutions with simple integration for every data-driven organization.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 318

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.2/10)
- **Consolidation:** 8.7/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.9/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.5/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [bright data](https://www.g2.com/sellers/bright-data)
- **Company Website:** https://brightdata.com/
- **Year Founded:** 2014
- **HQ Location:** Greater Tel Aviv, IL
- **LinkedIn® Page:** https://www.linkedin.com/company/bright-data/ (329 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO, Founder
  - **Top Industries:** Information Technology and Services, Research
  - **Company Size:** 60% Small-Business, 20% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Support (51 reviews)
- Ease of Use (45 reviews)
- Helpful (40 reviews)
- Data Collection (37 reviews)
- Response Time (29 reviews)

**Cons:**

- Limitations (13 reviews)
- Expensive (8 reviews)
- Learning Difficulty (8 reviews)
- Pricing Issues (8 reviews)
- Difficult Learning (7 reviews)

  ### 4. [NetNut.io](https://www.g2.com/products/netnut-io/reviews)
  NetNut is a full stack web data provider helping companies and businesses effectively manage their online activities while maintaining anonymity and security. With over 85 million residential IP addresses sourced directly from Internet Service Providers (ISPs), NetNut provides a robust platform for users looking to bypass geo-restrictions, conduct web scraping, and gather data without the risk of being banned. The target audience for NetNut primarily includes businesses engaged in market research, SEO tracking, and data harvesting. These users require reliable and fast access to a wide range of online resources, often facing challenges with traditional proxy services that can lead to slow speeds or high failure rates. By leveraging a network of residential IPs, NetNut ensures that users can navigate the web seamlessly, accessing content that may otherwise be restricted based on geographic location. Key features of NetNut include its extensive pool of residential IPs, which allows for worldwide targeting and specific US city-state selection. The network is designed for speed, offering one-hop connectivity to ISPs that results in faster proxy speeds and virtually zero fail rates. This is particularly beneficial for businesses that rely on real-time data collection and analysis. Additionally, NetNut provides both static and rotating residential IPs, ensuring that users can choose the configuration that best suits their needs. NetNut stands out in the market due to its hybrid P2P network, which enhances scalability and performance. This unique architecture allows for dedicated proxy pools, ensuring that users have consistent access to the resources they need. The service also includes a dedicated account manager to assist users in optimizing their proxy usage, along with easy integration options such as API access and a Chrome extension. These features collectively enhance the user experience, making it easier for businesses to implement and manage their proxy solutions effectively. Overall, NetNut offers a comprehensive residential proxy service that caters to the specific needs of businesses looking to enhance their online operations. With competitive pricing plans and a commitment to customer support, it provides a valuable resource for organizations aiming to navigate the complexities of the digital landscape without compromising on speed or reliability.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 389

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10)
- **Consolidation:** 9.5/10 (Category avg: 8.8/10)
- **Data Structuring:** 9.5/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 9.6/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [NetNut](https://www.g2.com/sellers/netnut)
- **Company Website:** https://netnut.io
- **Year Founded:** 2017
- **HQ Location:** Tel Aviv, Israel
- **Twitter:** @netnut_io (460 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/netnut/ (131 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Sales Development Representative, Virtual Assistant
  - **Top Industries:** Information Technology and Services, Marketing and Advertising
  - **Company Size:** 63% Small-Business, 29% Mid-Market


#### Pros & Cons

**Pros:**

- Reliability (133 reviews)
- Performance (130 reviews)
- Proxies (109 reviews)
- IP Quality (103 reviews)
- Speed (83 reviews)

**Cons:**

- Proxy Issues (41 reviews)
- UX Improvement (36 reviews)
- Dashboard Issues (35 reviews)
- Pricing Issues (34 reviews)
- Learning Difficulty (23 reviews)

  ### 5. [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews)
  Rivery's SaaS platform provides a unified solution for ELT pipelines, workflow orchestration, and data operations. Achieve more with less and create the most efficient, scalable data stack for your organization. Some of Rivery's features and capabilities: - Completely Automated SaaS Platform: Get setup and start connecting data in the Rivery platform in just a few minutes with little to no maintenance required. - Unified Data Ingestion, Transformation, & Orchestration: 100% data source capability, insight-ready data with both SQL and Python transformations, and complete workflow automation. - 200+ Native Connectors: Instantly connect to applications, databases, file storage options, and data warehouses with our fully-managed and always up-to-date connectors, including BigQuery, Redshift, Shopify, Snowflake, Amazon S3, Firebolt, Databricks, Salesforce, MySQL, PostgreSQL, and Rest API to name just a few. - Python Support: Have a data source that requires custom code? With Rivery’s native Python support, you can pull data from any system, no matter how complex the need. - Change Data Capture/Data Replication: Rivery’s best-in-class CDC support provides an easy, reliable and fast solution for replicating data from a database to your data warehouse. - 1-Click Data Apps: With Rivery Kits, deploy complete, production-level workflow templates in minutes with data models, pipelines, transformations, table schemas, and orchestration logic already defined for you based on best practices. - Data Development Lifecycle Support: Separate walled-off environments for each stage of your development, from dev and staging to production, making it easier to move fast without breaking things. Get version control, API, & CLI included. - Data Operations: With Rivery, you get centralized logging & reporting, monitoring & alerts, and data quality as part of a robust data operations layer for your data pipelines. - Solution-Led Support: Consistently rated the best support by G2, receive engineering-led assistance from Rivery to facilitate all your data needs. - Data Security: Industry-leading security and enterprise-grade privacy standards are built into Rivery’s network, product, and policies.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 120

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10)
- **Consolidation:** 9.2/10 (Category avg: 8.8/10)
- **Data Structuring:** 9.5/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 9.3/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Boomi](https://www.g2.com/sellers/boomi)
- **Year Founded:** 2000
- **HQ Location:** Chesterbrook, PA
- **Twitter:** @boomi (101,219 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/boomi-inc/ (2,874 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 42% Mid-Market, 36% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (5 reviews)
- Customer Support (4 reviews)
- Data Management (4 reviews)
- Automation (3 reviews)
- Implementation Ease (3 reviews)

**Cons:**

- Data Limitations (1 reviews)
- Information Deficiency (1 reviews)
- Insufficient Information (1 reviews)
- Lacking Features (1 reviews)
- Limited Features (1 reviews)

  ### 6. [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:** 177

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10)
- **Consolidation:** 8.7/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.1/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Coefficient](https://www.g2.com/sellers/coefficient)
- **Company Website:** https://coefficient.io/
- **Year Founded:** 2020
- **HQ Location:** Palo Alto, CA
- **Twitter:** @coefficient_io (351 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/coefficientworks/ (70 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 49% Mid-Market, 36% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (72 reviews)
- Automation (42 reviews)
- Integrations (42 reviews)
- Time-saving (36 reviews)
- Easy Integrations (31 reviews)

**Cons:**

- Limited Features (18 reviews)
- Feature Limitations (17 reviews)
- Limitations (13 reviews)
- Missing Features (12 reviews)
- Integration Issues (11 reviews)

  ### 7. [Apify](https://www.g2.com/products/apify/reviews)
  Apify is a full-stack web scraping and automation platform that helps anyone get value from the web. At its core is Apify Store, a marketplace where developers build, publish, and monetize automation tools called Actors. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or tools like Crawlee, Apify's open-source web scraping library. Build an Actor once, publish it to Store, and earn when others use it. Thousands of developers already do this - Apify handles all the infrastructure, billing, and monthly payouts. For everyone else, Apify means never building from scratch. Apify Store features 15,000+ ready-made Actors for extracting Amazon product data, scraping Google Maps listings, monitoring competitor prices, pulling social media content, generating leads, and hundreds of other use cases. Configure the Actor you need, run it, and get your data. Behind the scenes, Actors handle proxy rotation, CAPTCHA bypassing, JavaScript rendering, headless browsers, scaling, storage, and scheduling. Everything runs on Apify's cloud infrastructure with 99.95% uptime. The platform is SOC 2 Type II, GDPR, and CCPA compliant, trusted by companies and organizations such as Intercom and the European Commission. Run Actors through Apify Console, integrate them with Zapier and Make, or connect them to AI frameworks like LangChain and Hugging Face to feed LLMs and vector databases. Apify also provides an MCP server that lets AIs like Claude discover and use Actors as tools dynamically. This means an AI agent can ask "find the top 10 Indian restaurants in San Francisco" and automatically use the right Actor to scrape Google Maps for that data. Use cases include competitive intelligence for tracking prices across e-commerce, lead generation for extracting and enriching business contacts, market research to gather reviews and social media sentiment. You can monitor SEO to track rankings and backlinks, and AI training to crawl websites for LLM context. If there's data on the web, there's probably an Actor for it. Apify has residential and datacenter proxies, browser automation with Puppeteer and Playwright, automatic retries, error handling, monitoring dashboards, and APIs for integration. Schedule runs to keep data continuously updated. Export to JSON, CSV, Excel, Google Sheets, databases, or push directly into your workflows. Beyond Apify Store, the Professional Services team builds and maintains custom solutions. Enterprise customers get dedicated data experts, custom integrations, and long-term project maintenance. Start on the free tier with $5 in prepaid monthly platform usage. Paid plans scale based on compute power, storage, and proxy usage (see: https://apify.com/pricing).


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 448

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10)
- **Consolidation:** 8.9/10 (Category avg: 8.8/10)
- **Data Structuring:** 9.1/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 9.1/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Apify](https://www.g2.com/sellers/apify)
- **Company Website:** https://apify.com/
- **Year Founded:** 2015
- **HQ Location:** Praha, CZ
- **Twitter:** @apify (8,111 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10608457/ (212 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Founder, CEO
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 80% Small-Business, 10% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (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)

  ### 8. [Adverity](https://www.g2.com/products/adverity/reviews)
  Centralized Data Management for the Modern Marketer Adverity is the marketing intelligence platform that empowers agencies and enterprises to transform complex data into confident, AI-powered decisions. Through automated connectivity to 600+ data sources and destinations, unrivalled data transformation capabilities, powerful data governance, and built-in agentic and conversational AI for streamlined data access and insight activation, Adverity enables smarter, faster decision-making. Adverity is used by leading brands and agencies including Unilever, Bosch, IKEA, Barilla, Forbes, GroupM, Publicis, Dentsu, and more.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 253

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10)
- **Consolidation:** 8.5/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.3/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 7.7/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Adverity GmbH](https://www.g2.com/sellers/adverity-gmbh)
- **Company Website:** https://www.adverity.com
- **Year Founded:** 2015
- **HQ Location:** Vienna, Austria
- **Twitter:** @myadverity (1,762 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5340622/ (292 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Analyst, Data Engineer
  - **Top Industries:** Marketing and Advertising, Information Technology and Services
  - **Company Size:** 42% Mid-Market, 41% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (19 reviews)
- Data Management (14 reviews)
- Integrations (13 reviews)
- Easy Integrations (12 reviews)
- Customer Support (11 reviews)

**Cons:**

- Time-Consuming (8 reviews)
- Data Management (6 reviews)
- Lack of Information (6 reviews)
- Time Delays (6 reviews)
- Difficult Learning (5 reviews)

  ### 9. [Keboola](https://www.g2.com/products/keboola/reviews)
  Keboola is the unified AI & Data orchestration platform that empowers organizations to turn data into business value faster and more securely than ever. It acts as your agentic AI co-pilot for data workflows, automating everything from integration to insight. With Keboola, Engineering teams, digital natives, startup CTOs, and innovation leads alike can rapidly build and manage data products, applications, AI agents, and autonomous crews seamlessly—without sacrificing compliance or security. Built for Every Data Persona: Whether you’re a seasoned data engineer or a business analyst, Keboola is built to make you successful. Data engineers love the open extensibility – code in SQL, Python, R, or use our API/CLI to tailor any step. Analysts and non-coders love the self-service UI – point-and-click data pipeline assembly, drag-and-drop transformations with text to SQL on semantic layer, and one-click deployment of pre-built workflows. Collaboration is seamless, with shared workspaces and sandboxes that let teams build and share data products freely without affecting production. What sets us apart? With Keboola, you can build and manage data products, applications, AI agents, and autonomous crews seamlessly—without sacrificing compliance or security. 🔗 Unified Connectivity: Effortlessly connect to 700+ data sources (databases, SaaS apps, and APIs) .Real-time Streams, Change Data Capture or batch. 🤖 Agentic AI Orchestration: Keboola’s AI-driven engine orchestrates data pipelines and ML workflows automatically. It can trigger the next steps based on data events or quality checks, and dynamically allocate resources. Think of it as an autopilot for your data & AI, ensuring pipelines run optimally and recover on their own from hiccups. 🛡️ Built-in Governance & Security: Every dataset and process in Keboola is governed. Fine-grained access controls, lineage tracking, and audit logs are native to the platform. Compliance is simplified – SOC 2, GDPR, and industry standards are supported out-of-the-box. 🚀 Rapid Development & Prototyping: Innovate without constraints. Spin up isolated dev/test sandboxes in seconds to prototype new data products or AI models. 🌎 Multi-Cloud Scalability: Built on a cloud-native architecture, Keboola scales with your needs. Deploy on your preferred cloud (AWS, Azure, GCP) and let Keboola handle the heavy lifting – elastic compute, parallel processing, and workload optimization. Start small and scale to enterprise workloads globally, without re-architecting. 💡 End-to-End Insight Activation: Because Keboola unifies your data pipelines, analytics, and ML, you can go from raw data to AI-driven insights in record time. Why Keboola: Instead of cobbling together multiple tools for integration, ETL/ELT, data catalogs, automation, and AI, Keboola delivers a single platform that does it all – with unprecedented ease and intelligence. Our customers have replaced 5-10 disparate tools with Keboola’s unified solution, drastically accelerating delivery. Join 30,000+ companies and industry leaders who use Keboola to supercharge their data teams. Whether you need to deliver data to AI Agents, streamline a complex data estate, or build and share data products to business, Keboola’s AI orchestration platform adapts to your needs – freeing you to focus on innovation and business growth.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 134

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10)
- **Consolidation:** 8.8/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.5/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.7/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Keboola](https://www.g2.com/sellers/keboola)
- **Company Website:** https://www.keboola.com
- **Year Founded:** 2008
- **HQ Location:** Prague
- **Twitter:** @keboola (2,007 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/keboola/ (113 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Analyst, Data Engineer
  - **Top Industries:** Information Technology and Services, Marketing and Advertising
  - **Company Size:** 64% Mid-Market, 21% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (35 reviews)
- Features (27 reviews)
- Data Management (26 reviews)
- Integrations (26 reviews)
- Customer Support (25 reviews)

**Cons:**

- Learning Curve (14 reviews)
- Complexity (13 reviews)
- Steep Learning Curve (11 reviews)
- Data Management (9 reviews)
- UX Improvement (9 reviews)

  ### 10. [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:** 4.4/5.0
  **Total Reviews:** 95

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.2/10)
- **Consolidation:** 7.6/10 (Category avg: 8.8/10)
- **Data Structuring:** 7.8/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.1/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Zyte](https://www.g2.com/sellers/zyte)
- **Company Website:** https://www.zyte.com
- **Year Founded:** 2010
- **HQ Location:** Ballincollig, IE
- **Twitter:** @zytedata (4,031 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2450827/ (227 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 55% Small-Business, 26% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (24 reviews)
- Web Scraping (19 reviews)
- Customer Support (17 reviews)
- Reliability (17 reviews)
- Scraping Efficiency (16 reviews)

**Cons:**

- Pricing Issues (19 reviews)
- Expensive (7 reviews)
- Learning Curve (6 reviews)
- Learning Difficulty (6 reviews)
- UX Improvement (6 reviews)

  ### 11. [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews)
  Qlik Replicate (formerly Attunity Replicate) empowers organizations to accelerate data replication, ingestion and streaming across a wide variety of heterogeneous databases, data warehouses, and big data platforms. Used by hundreds of enterprises worldwide, Qlik Replicate moves your data easily, securely, and efficiently with minimal operational impact. Qlik Replicate provides automated, real-time, and universal data integration across all major source endpoints such as databases, systems like SAP, mainframes and Salesforce and delivers data to streaming systems, data warehouses, and data lakes. On-premises and in the cloud. Qlik Replicate is different and Enterprise-Ready. It moves data at high speed from source to target, simply and easily, and offers a single pane of glass monitoring of your data pipelines across the enterprise, all managed through a graphical interface that completely automates end-to-end replication. With our streamlined and agentless configuration, your administrators and data architects can quickly set up, control, and monitor bulk loads and real-time updates with automated change data capture (CDC) at scale.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 95

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10)


**Seller Details:**

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik (64,285 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10162/ (4,529 employees on LinkedIn®)
- **Phone:** 1 (888) 994-9854

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services, Banking
  - **Company Size:** 42% Enterprise, 35% Mid-Market


#### Pros & Cons

**Pros:**

- Features (3 reviews)
- Database Management (2 reviews)
- Easy Integrations (2 reviews)
- Scalability (2 reviews)
- Automation (1 reviews)

**Cons:**

- Complex Setup (2 reviews)
- Learning Difficulty (2 reviews)
- Difficult Setup (1 reviews)
- Expensive (1 reviews)
- Inadequate Security (1 reviews)

  ### 12. [Hevo Data](https://www.g2.com/products/hevo-data/reviews)
  Hevo is a reliable, cost-effective ELT platform that effortlessly streamlines data integration. As an automated data pipeline solution, Hevo seamlessly syncs data from 150+ sources, including SQL, NoSQL, and SaaS applications, into your data warehouse, automatically transforming it for analytics—removing the need for manual pipeline management. Trusted by over 2,000 data teams in 45+ countries, Hevo enables businesses to centralize their data effortlessly. With an intuitive interface, setting up data pipelines is quick and straightforward—just four easy steps and five minutes to get your data flowing reliably.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 271

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10)
- **Consolidation:** 8.3/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.4/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.3/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Hevo Data](https://www.g2.com/sellers/hevo-data)
- **Company Website:** https://hevodata.com/
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **Twitter:** @HevoData (832 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/13296733/ (241 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Data Engineer, Data Analyst
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 48% Mid-Market, 40% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (33 reviews)
- Customer Support (23 reviews)
- Easy Integrations (21 reviews)
- Easy Setup (17 reviews)
- No-coding (15 reviews)

**Cons:**

- Expensive (12 reviews)
- Pricing Issues (11 reviews)
- Limited Customization (10 reviews)
- Limitations (8 reviews)
- Complex Setup (5 reviews)

  ### 13. [Altair Monarch](https://www.g2.com/products/altair-monarch/reviews)
  An industry leader with over 30 years of experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct workflows that require no coding enable users to collaborate as they transform difficult data such as PDFs spreadsheets, text files, as well as from big data and other structured sources, into rows and columns. Whether data is on premises or in the cloud, Altair can automate preparation tasks for expedited results and deliver data you trust for smart business decision making. To learn more about Altair Monarch or download a free version of its enterprise software, please click the links below.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 91

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 9.2/10)
- **Consolidation:** 9.3/10 (Category avg: 8.8/10)
- **Data Structuring:** 9.6/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 9.5/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)
- **Year Founded:** 1985
- **HQ Location:** Troy, MI
- **LinkedIn® Page:** https://www.linkedin.com/company/8323/ (3,169 employees on LinkedIn®)
- **Ownership:** NASDAQ:ALTR
- **Total Revenue (USD mm):** $458

**Reviewer Demographics:**
  - **Top Industries:** Financial Services, Hospital & Health Care
  - **Company Size:** 54% Enterprise, 27% Mid-Market


  ### 14. [ZenRows](https://www.g2.com/products/zenrows/reviews)
  ZenRows is transforming the way businesses and developers access and extract web data. As a top-tier web scraping platform, ZenRows helps organizations turn online information into actionable insights, securely and efficiently at scale. Whether you are a data scientist, digital marketer, or an enterprise looking for reliable data feeds, ZenRows provides the right set of tools and support to help you succeed in the modern data-driven landscape. Effortless Data Extraction for Any Website: ZenRows features a powerful Universal Scraper API that simplifies web data extraction, even from the most complex and protected websites. The platform leverages a global network of over 55 million residential IPs and advanced anti-bot technology to handle JavaScript rendering, CAPTCHAs, and dynamic content. This allows you to focus on analyzing and utilizing high-quality, structured data while ZenRows manages the technical challenges of web scraping. Advanced Browser Automation: For projects that require browser automation, ZenRows includes a Scraping Browser that works seamlessly with Puppeteer and Playwright. This cloud-based tool lets you run hundreds of concurrent browser sessions, complete with residential proxy rotation and authentic browser fingerprints. Your automation scripts remain effective and undetectable, even on sites with strict anti-bot protection. Enterprise-Grade Proxy Network: ZenRows provides a robust residential proxy network that ensures your data collection is fast, reliable, and anonymous. With features like automatic IP rotation and geo-targeting, you can scale your scraping operations without worrying about blocks or bans. Developer-Friendly Integration: ZenRows is easy to integrate into any workflow, thanks to extensive documentation, SDKs for Python and Node.js, and compatibility with popular automation and no-code platforms. Whether you are building custom solutions or connecting with tools like Zapier or MuleSoft, ZenRows fits seamlessly into your process. Wide Range of Applications: Organizations across industries use ZenRows for competitive intelligence, price monitoring, lead generation, content aggregation, and compliance monitoring. From startups to global enterprises, ZenRows delivers reliable and up-to-date web data that powers smarter business decisions. Flexible and Transparent Pricing: ZenRows offers flexible pricing plans starting at $69 per month, with a transparent pay-as-you-go model and a free trial to help you get started. You can scale your data operations confidently, knowing you only pay for what you need. Why Choose ZenRows? ZenRows combines advanced anti-detection technology, a global proxy infrastructure, and intuitive APIs to deliver a best-in-class web scraping experience. Discover how ZenRows can make your data extraction faster, easier, and more reliable.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 18

**User Satisfaction Scores:**

- **Consolidation:** 10.0/10 (Category avg: 8.8/10)
- **Data Structuring:** 10.0/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 10.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [ZenRows](https://www.g2.com/sellers/zenrows)
- **Year Founded:** 2021
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/zenrows/ (25 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 89% Enterprise, 11% Mid-Market


  ### 15. [Webz.io](https://www.g2.com/products/webz-io/reviews)
  Webz.io is the leading provider of machine-defined web data. It transforms the vast pool of web data from across the open and dark web into structured web data feeds, ready for machines to consume. Using Webz.io’s data, enterprises, developers, and analysts can now unlock the raw potential of web data.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 80

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10)
- **Consolidation:** 7.9/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.4/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Webhose.io](https://www.g2.com/sellers/webhose-io)
- **Year Founded:** 2015
- **HQ Location:** Tel Aviv District, N/A
- **Twitter:** @webz_io (457 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/webhose-io/ (58 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 49% Small-Business, 36% Mid-Market


#### Pros & Cons

**Pros:**

- Automation (1 reviews)
- Communication (1 reviews)
- Comprehensive Features (1 reviews)
- Customer Support (1 reviews)
- Helpful (1 reviews)


  ### 16. [Dataddo](https://www.g2.com/products/dataddo/reviews)
  Dataddo is the enterprise data integration platform built to eliminate the operational ownership risk of data movement. Acting as the connective backbone of your organization, we provide a fully managed connective layer that moves data from any SaaS, database, or file source to any destination - including AI agents. Our platform automatically handles API changes, schema drift, and sensitive data protection, providing full, granular visibility into every data flow across complex environments, including on-premise, hybrid, and cloud infrastructures. By treating data movement as mission-critical infrastructure rather than a project, Dataddo enables your engineering teams to deploy with total reliability, allowing them to focus on high-value AI outcomes instead of ongoing pipeline maintenance.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 182

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10)
- **Consolidation:** 8.3/10 (Category avg: 8.8/10)
- **Data Structuring:** 8.4/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 8.9/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Dataddo](https://www.g2.com/sellers/dataddo)
- **Year Founded:** 2015
- **HQ Location:** Praha 8, CZ
- **Twitter:** @dataddo (230 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dataddo/ (27 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Marketing and Advertising, Computer Software
  - **Company Size:** 52% Small-Business, 40% Mid-Market


#### Pros & Cons

**Pros:**

- Connectivity (2 reviews)
- Customer Support (2 reviews)
- Customization (2 reviews)
- Data Management (2 reviews)
- Ease of Use (2 reviews)

**Cons:**

- Complexity (1 reviews)
- Complex Setup (1 reviews)
- Learning Curve (1 reviews)
- Learning Difficulty (1 reviews)
- Limitations (1 reviews)

  ### 17. [Acodis](https://www.g2.com/products/acodis/reviews)
  Acodis has been pioneering document data automation since its founding in 2016. Today, global industry leaders in Life Sciences use Acodis to accelerate to accelerate their go-to-market motions in Quality and Regulatory. By automating repetitive document-based processes, Acodis decreases manual workload, increases data quality and enables many automation, genAI, and analytical use-cases. For instance, Acodis can turn clinical studies and certificates of analysis into structured and validated data, or automate the review of Batch Record documents. The solutions are based on one configurable platform which can absorb diverse inputs (pdfs, scans, xls, etc.), turn these documents into machine-readable data and take specific actions (extracting values, checking signatures, checking process steps, etc.). Powered by proprietary machine learning algorithm (e.g. GxP suitable), the solution is made available in dedicated instances in a secure cloud setup. Acodis can process any document type in any language and seamlessly integrates with your systems. You can easily export your data from Acodis via API to feed and enhance your ERP, CRM, DMS, RIM system of choice, including a standard integration in Veeva.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 28

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.2/10)
- **Consolidation:** 10.0/10 (Category avg: 8.8/10)
- **Data Structuring:** 9.4/10 (Category avg: 9.0/10)
- **Diverse Extraction Points:** 9.4/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Acodis](https://www.g2.com/sellers/acodis)
- **Company Website:** https://www.acodis.io/
- **Year Founded:** 2016
- **HQ Location:** Winterthur, CH
- **Twitter:** @acodis
- **LinkedIn® Page:** https://www.linkedin.com/company/acodis-i-o/ (25 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 45% Enterprise, 31% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Support (9 reviews)
- Ease of Use (8 reviews)
- Features (5 reviews)
- Data Capture (4 reviews)
- Data Extraction (4 reviews)

**Cons:**

- OCR Issues (2 reviews)
- Technical Issues (2 reviews)
- Communication Issues (1 reviews)
- Complexity (1 reviews)
- Data Inaccuracy (1 reviews)



## Parent Category

[IT Management Software](https://www.g2.com/categories/it-management)



## Related Categories

- [ETL Tools](https://www.g2.com/categories/etl-tools)
- [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)
- [Data Replication Software](https://www.g2.com/categories/data-replication)