# Best Data Extraction Tools for Small Business - Page 2

## How Many Data Extraction Tools Products Does G2 Track?

**Total Products under this Category:** 292

### 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 (+14.68%) - Among all products in this category, Thunderbit recorded the largest rating increase compared to last month

_Last updated: July 28, 2026_

## How Does G2 Rank Data Extraction Tools Products?

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

- 30 Analysts and Data Experts
- 8,400+ Authentic Reviews
- 292+ Products
- Unbiased Rankings

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

## G2 Grid® for Data Extraction Tools
 ![G2 Grid® for Data Extraction Tools plotting products by satisfaction and market presence](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=135979)

Highlighted products: Apify, Oxylabs, NetNut.io, Decodo (formerly Smartproxy), IPRoyal, Octoparse, Bright Data, and Scrapfly.

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=scrapfly&segment=small-business)

**Sponsored**

### IPRoyal

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.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1632&secure%5Bchosen_at%5D=2026-07-29T01%3A44%3A54Z&secure%5Bdisplayable_resource_id%5D=1632&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1632&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=158714&secure%5Bresource_id%5D=1632&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-extraction-tools%2Fsmall-business%3Fpage%3D2%26segment%3Dsmall-business&secure%5Btoken%5D=296798af0841480b253bce76e8a64f1ee2371d1cf6623f35857c0565ddd816f4&secure%5Burl%5D=https%3A%2F%2Fiproyal.com%2Frequest-a-demo%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3Db2b_enterprise&secure%5Burl_type%5D=custom_url)

[
DocuPipe
](https://www.g2.com/products/docupipe/reviews)

By [DocuPipe](https://www.g2.com/sellers/docupipe)

[

4.9/5(59)

](https://www.g2.com/products/docupipe/reviews)

What do users say?

Users consistently praise DocuPipe for its ease of use and accurate data extraction, which significantly reduces manual entry time. The software's ability to handle complex documents and provide struc

Pros and Cons

[
Ease of Use (42)
](https://www.g2.com/products/docupipe/reviews?qs=pros-and-cons)[
Poor Interface Design (6)
](https://www.g2.com/products/docupipe/reviews?qs=pros-and-cons)

### [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:** www.docupanda.io
- **Year Founded:** 2023
- **HQ Location:** New York City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cf92a91d0cfbad5b1eb9bc2ca6c9fb3eda4123e1284efbf0db99f5aeb14a0ab&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdocupanda%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting, Information Technology and Services
- **Company Size:** 51% Small, 25% Medium

#### What Do G2 Reviewers Say About DocuPipe?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of DocuPipe, facilitating quick data transcription without the need for design changes.
- Users commend the **accuracy of DocuPipe's transcription** , especially for converting handwritten forms into structured data reliably.
- Users rave about DocuPipe's **outstanding customer support** , providing quick, effective assistance whenever needed.
- Users commend DocuPipe for its **accurate data extraction** from various forms, enhancing efficiency and reliability in processing.
- Users find DocuPipe's **initial setup easy** , simplifying integration and enhancing overall user experience and efficiency.

##### Cons

- Users note that the **poor interface design** of DocuPipe can hinder clarity and efficiency during document processing.
- Users suggest that the **poor UI design** of DocuPipe hampers clarity and could benefit from improvements.
- Users find DocuPipe to be **expensive** , especially with complex pricing and additional costs for schema errors.
- Users feel that the **user interface needs improvement** , causing confusion in navigation despite recent enhancements.
- Users face a **difficult learning curve** with DocuPipe, requiring time and credits to navigate effectively.

#### 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)

[
CloudFiles
](https://www.g2.com/products/cloudfiles-cloudfiles/reviews)

By [CloudFiles](https://www.g2.com/sellers/cloudfiles)

[

4.5/5(230)

](https://www.g2.com/products/cloudfiles-cloudfiles/reviews)

What do users say?

Users consistently praise the ease of use and secure file sharing capabilities of CloudFiles, highlighting its effectiveness in organizing and managing documents across devices. Many appreciate the sm

Pros and Cons

[
Ease of Use (22)
](https://www.g2.com/products/cloudfiles-cloudfiles/reviews?qs=pros-and-cons)[
Slow Loading (4)
](https://www.g2.com/products/cloudfiles-cloudfiles/reviews?qs=pros-and-cons)

### [CloudFiles](https://www.g2.com/products/cloudfiles-cloudfiles/reviews)

CloudFiles is an all-in-one document operations platform for Salesforce and HubSpot that helps organizations manage, generate, process, share, and automate documents directly from their CRM. Built for document-intensive business processes, CloudFiles combines document management, AI-powered document processing, document generation, secure sharing, external storage integrations, and workflow automation into a single platform. Organizations use CloudFiles to connect Salesforce and HubSpot with SharePoint, Google Drive, OneDrive, Dropbox, Amazon S3, and other enterprise storage platforms while maintaining structured document organization, centralized visibility, and secure access across teams. With CloudFiles, teams can: • Manage files and folders directly inside Salesforce and HubSpot • Automate document generation for agreements, proposals, onboarding forms, financial documents, and client communications • Extract and process data from documents using AI • Build secure datarooms and external document-sharing workflows • Automate document-heavy processes like client onboarding, loan processing, document verification, intake forms, and operational workflows • Configure CRM-native automations using flows, widgets, and custom actions CloudFiles helps organizations reduce manual work, centralize document operations, streamline document-heavy workflows, and improve productivity without leaving Salesforce or HubSpot. CloudFiles supports enterprise security and compliance requirements with SOC 2, HIPAA, GDPR, and ISO 27001 aligned practices. Data residency is supported across the US, EU, UK, and AU, while files remain securely stored within customers’ external storage platforms and are never used to train AI models. Trusted by teams across financial services, healthcare, insurance, legal, real estate, technology, and professional services, CloudFiles enables businesses to modernize document workflows with enterprise-grade security, flexible storage integrations, and AI-powered automation.

**Average Rating:** 4.5/5.0

**Total Reviews:** 226

#### How Do G2 Users Rate CloudFiles?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10)

#### Who Is the Company Behind CloudFiles?

- **Seller:** [CloudFiles](https://www.g2.com/sellers/cloudfiles)
- **Year Founded:** 2021
- **HQ Location:** Fremont, US
- **Twitter:** @cloudfilesapp  
54 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8bfbbf3387292962463e8383f1d57c30f8d32d4d686bfc27da7274fd19fc0747&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudfilesapp%2F&secure%5Burl_type%5D=linkedin_company_website)  
26 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 43% Small, 29% Medium

#### What Do G2 Reviewers Say About CloudFiles?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of CloudFiles, highlighting its simple setup and seamless file sharing experience.
- Users value the **security of their files** with CloudFiles, trusting it for safe and compliant storage solutions.
- Users value the **efficient data storage** of CloudFiles, enjoying seamless access and smooth integration across multiple cloud services.
- Users appreciate the **easy access** to their files from anywhere with an internet connection, enhancing convenience and mobility.
- Users love the **easy setup** of CloudFiles, enabling quick and hassle-free initial configuration for effective file management.

##### Cons

- Users frequently experience **slow loading times** with CloudFiles, impacting their efficiency and workflow significantly.
- Users find the **training required** for CloudFiles challenging, especially for new members navigating its many features.
- Users feel that **limited customization** restricts their ability to organize files effectively for complex projects.
- Users experience **slow performance** with CloudFiles, encountering lag and delays during file management and processing.
- Users often experience **slow uploads** on CloudFiles, impacting their efficiency and overall experience with the service.

#### What Are Recent G2 Reviews of CloudFiles?

**["Reliable, Easy-to-Use File Sharing with Smooth Team Sync"](https://www.g2.com/survey_responses/cloudfiles-review-12878023)**

**Rating:** 4.5/5.0 stars

_— Sumisha J._

[Read full review](https://www.g2.com/survey_responses/cloudfiles-review-12878023)

**["Managing Educational Files and Cloud Documents Became More Organized and Structured"](https://www.g2.com/survey_responses/cloudfiles-review-12855565)**

**Rating:** 5.0/5.0 stars

_— Ishan S._

[Read full review](https://www.g2.com/survey_responses/cloudfiles-review-12855565)

#### What Are G2 Users Discussing About CloudFiles?

- [What is CloudFiles used for?](https://www.g2.com/discussions/what-is-cloudfiles-used-for)

[
ScrapingBee
](https://www.g2.com/products/scrapingbee/reviews)

By [ScrapingBee](https://www.g2.com/sellers/scrapingbee)

[

4.8/5(26)

](https://www.g2.com/products/scrapingbee/reviews)

What do users say?

Users consistently praise the ease of use and initial setup of ScrapingBee, highlighting its intuitive API and clear documentation that facilitate quick implementation. Many appreciate its reliable pe

Pros and Cons

[
Ease of Use (5)
](https://www.g2.com/products/scrapingbee/reviews?qs=pros-and-cons)[
Pricing Issues (3)
](https://www.g2.com/products/scrapingbee/reviews?qs=pros-and-cons)

### [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:** 26

#### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=74de95f7704976be6a87a2c4f37784ffc7e990a9a32473deeaa33cef721204e5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fscrapingbee&secure%5Burl_type%5D=linkedin_company_website)  
19 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 73% Small, 4% Medium

#### What Do G2 Reviewers Say About ScrapingBee?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of ScrapingBee, finding it simple to set up and navigate.
- Users appreciate the **clear and easy-to-navigate documentation** of ScrapingBee, which simplifies the development process immensely.
- Users appreciate the **easy setup** of ScrapingBee, finding the initial configuration straightforward and user-friendly.
- Users appreciate the **great pricing and quality ratio** of ScrapingBee, highlighting its value and reliability.
- Users appreciate the **scraping efficiency** of ScrapingBee, facilitating quick and easy data retrieval from various sources.

##### Cons

- Users find **pricing issues** difficult, with concerns over costly requests and unclear credit-based costs.
- Users are frustrated by the **limited features** of ScrapingBee, particularly the lack of a dark mode.
- Users note the **poor customer support** due to weekend closures, expressing a need for better accessibility and assistance.
- Users express concern about the **lack of dark mode** in ScrapingBee, finding it less visually comfortable.

#### 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)

[
Skyvia
](https://www.g2.com/products/skyvia/reviews)

By [Devart](https://www.g2.com/sellers/devart)

[

4.8/5(324)

](https://www.g2.com/products/skyvia/reviews)

What do users say?

Users consistently praise the ease of use and reliable automation of Skyvia, highlighting how quickly they can set up data integrations without needing extensive technical knowledge. The no-code inter

Pros and Cons

[
Ease of Use (46)
](https://www.g2.com/products/skyvia/reviews?qs=pros-and-cons)[
Information Deficiency (8)
](https://www.g2.com/products/skyvia/reviews?qs=pros-and-cons)

### [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:** 322

#### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=79979469a3bee56c782598382543e7a4af65b7f1bcf71aea7d9fde07241e81e6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F800325%2F&secure%5Burl_type%5D=linkedin_company_website)  
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, 42% Medium

#### What Do G2 Reviewers Say About Skyvia?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Skyvia's **ease of use** remarkable, highlighting its intuitive interface for seamless data integration.
- Users appreciate the **easy integrations** with a low-code interface, making complex data connections effortless and efficient.
- Users highlight the **easy setup** of Skyvia, finding it intuitive and hassle-free for seamless data integration.
- Users find the **initial setup easy** , enabling quick integrations without requiring coding skills or developer involvement.
- Users appreciate the **easy integrations** Skyvia offers, enabling quick connections across multiple systems effortlessly and intuitively.

##### Cons

- Users highlight a need for **expanded documentation and more detailed logs** to improve troubleshooting and job tracking.
- Users find the **difficult setup** of Skyvia challenging due to its outdated interface and complex configurations.
- Users find the **learning curve steep** due to complex configurations and a dense interface that requires time to master.
- Users find the **poor documentation** of Skyvia lacking real-world examples, making integrations more complex and less intuitive.
- Users find the **setup difficulty** with Skyvia can be complex, requiring time and effort for configuration and field mapping.

#### What Are Recent G2 Reviews of Skyvia?

**["Easy, No-Code Data Sync Setup with Straightforward Pricing"](https://www.g2.com/survey_responses/skyvia-review-12828558)**

**Rating:** 5.0/5.0 stars

_— Emily C._

[Read full review](https://www.g2.com/survey_responses/skyvia-review-12828558)

**["Straightforward, Reliable Data Sync Between Cloud Apps and Databases"](https://www.g2.com/survey_responses/skyvia-review-12843850)**

**Rating:** 5.0/5.0 stars

_— Marcus W._

[Read full review](https://www.g2.com/survey_responses/skyvia-review-12843850)

#### What Are G2 Users Discussing About Skyvia?

- [What is Skyvia used for?](https://www.g2.com/discussions/what-is-skyvia-used-for) - 1 comment

[
Zyte
](https://www.g2.com/products/zyte/reviews)

By [Zyte](https://www.g2.com/sellers/zyte)

[

4.4/5(116)

](https://www.g2.com/products/zyte/reviews)

What do users say?

Users consistently praise Zyte for its ease of use and reliable performance, making web scraping straightforward and efficient. Many appreciate the platform's ability to handle complex scraping tasks

Pros and Cons

[
Ease of Use (24)
](https://www.g2.com/products/zyte/reviews?qs=pros-and-cons)[
Pricing Issues (19)
](https://www.g2.com/products/zyte/reviews?qs=pros-and-cons)

### [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:** 113

#### 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:** www.zyte.com
- **Year Founded:** 2010
- **HQ Location:** Ballincollig, IE
- **Twitter:** @zytedata  
4,034 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=946c792165eebc1174e46859ead7e8a55f6352b6566a5ac3818a15a8998498a1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2450827%2F&secure%5Burl_type%5D=linkedin_company_website)  
231 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 59% Small, 25% Medium

#### What Do G2 Reviewers Say About Zyte?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Zyte, appreciating its seamless integration and straightforward setup process.
- Users appreciate the **reliable and efficient web scraping capabilities** of Zyte, especially its seamless integration with Scrapy.
- Users commend the **excellent customer support** of Zyte, facilitating smooth resolutions and effective communication.
- Users trust Zyte for its **reliability** , seamless integration with Scrapy, and excellent customer support.
- Users praise Zyte for its **scraping efficiency** , seamlessly integrating AI for quick and reliable data extraction.

##### Cons

- Users find the **pricing issues** of Zyte challenging, especially for smaller projects, lacking transparency and accessibility.
- Users find Zyte's pricing to be **more expensive than expected** , particularly for high-volume usage and advanced features.
- Users find the **learning curve for custom extraction rules** steeper than expected, complicating their overall experience with Zyte.
- Users find the **learning difficulty** significant, especially for custom extraction rules and advanced features.
- Users find the **dashboard interface lacking** , indicating a need for a more intuitive and polished user experience.

#### What Are Recent G2 Reviews of Zyte?

**["Job Management & UI Enhancements"](https://www.g2.com/survey_responses/zyte-review-13178226)**

**Rating:** 4.0/5.0 stars

_— Verified User in Entertainment_

[Read full review](https://www.g2.com/survey_responses/zyte-review-13178226)

**["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)

#### What Are G2 Users Discussing About Zyte?

- [What is Zyte used for?](https://www.g2.com/discussions/what-is-zyte-used-for) - 2 comments

[
cloro
](https://www.g2.com/products/cloro/reviews)

By [cloro](https://www.g2.com/sellers/cloro)

[

4.8/5(43)

](https://www.g2.com/products/cloro/reviews)

What do users say?

Users consistently praise the ease of use and simple integration of Cloro, highlighting its ability to streamline access to multiple AI platforms through a single API. The straightforward setup and re

### [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:** 42

#### 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:** 9.8/10 (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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7a46750c1bf91aef7d611f824762760f717ba8c4c376adc04c10a04c8280df1d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloro-dev%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 88% Small, 12% Medium

#### What Are Recent G2 Reviews of cloro?

**["Clear Query-Level Visibility Into AI Answers"](https://www.g2.com/survey_responses/cloro-review-13133155)**

**Rating:** 4.5/5.0 stars

_— Bindu A._

[Read full review](https://www.g2.com/survey_responses/cloro-review-13133155)

**["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)

[
SerpApi
](https://www.g2.com/products/serpapi-serpapi/reviews)

By [SerpApi](https://www.g2.com/sellers/serpapi)

[

4.8/5(29)

](https://www.g2.com/products/serpapi-serpapi/reviews)

What do users say?

Users consistently praise the product for its ease of use and exceptional customer support, highlighting how quickly they can integrate the API into their projects. The reliable and accurate data prov

Pros and Cons

[
Ease of Use (12)
](https://www.g2.com/products/serpapi-serpapi/reviews?qs=pros-and-cons)[
High Costs (7)
](https://www.g2.com/products/serpapi-serpapi/reviews?qs=pros-and-cons)

### [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:** 29

#### How Do G2 Users Rate SerpApi?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)
- **Diverse Extraction Points:** 10.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind SerpApi?

- **Seller:** [SerpApi](https://www.g2.com/sellers/serpapi)
- **Company Website:** www.serpapi.com
- **Year Founded:** 2017
- **HQ Location:** Austin, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b6e51249b4b548e4c9a5cbe1d5fb5378a70262e74f64aa2455c207263432018c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18596319&secure%5Burl_type%5D=linkedin_company_website)  
55 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 79% Small, 10% Medium

#### What Do G2 Reviewers Say About SerpApi?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of SerpApi, enabling quick setup and seamless implementation without hassles.
- Users commend SerpApi for its **high data accuracy** , ensuring reliable and precise search results consistently.
- Users value the **affordable pricing** of SerpApi, making it ideal for startups and budget-conscious developers.
- Users value the **easy setup** of SerpApi, appreciating its smooth integration and straightforward configuration process.
- Users find the **integration capabilities** of SerpApi seamless, enhancing usability with various applications and services.

##### Cons

- Users find the **high costs** of SerpApi challenging, particularly for those with limited budgets like students.
- Users note the **limited features** of SerpApi, wishing for more advanced customization and batch request support.
- Users find the **monthly subscription model limiting** , as it doesn't accommodate sporadic and unpredictable data usage needs.
- Users feel that the **credit issues** and pricing system require clearer explanations for better understanding.
- Users suggest that the **filtering options** in SerpApi could benefit from more advanced customization for better search results.

#### What Are Recent G2 Reviews of SerpApi?

**["A must have for online business flourishing"](https://www.g2.com/survey_responses/serpapi-review-13140967)**

**Rating:** 4.0/5.0 stars

_— Malay T._

[Read full review](https://www.g2.com/survey_responses/serpapi-review-13140967)

**["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)

[
Hevo Data
](https://www.g2.com/products/hevo-data/reviews)

By [Hevo Data](https://www.g2.com/sellers/hevo-data)

[

4.4/5(291)

](https://www.g2.com/products/hevo-data/reviews)

What do users say?

Users consistently praise the ease of use and responsive customer support of Hevo Data, highlighting its intuitive interface that simplifies data pipeline creation without coding. Many appreciate the

Pros and Cons

[
Ease of Use (33)
](https://www.g2.com/products/hevo-data/reviews?qs=pros-and-cons)[
Expensive (12)
](https://www.g2.com/products/hevo-data/reviews?qs=pros-and-cons)

### [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:** hevodata.com
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **Twitter:** @HevoData  
830 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfcc9c7aedbff9f9f9a43565428e81b3f220ae6429e31c33a423194949fd55fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13296733%2F&secure%5Burl_type%5D=linkedin_company_website)  
233 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer, Data Analyst
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 49% Medium, 40% Small

#### What Do G2 Reviewers Say About Hevo Data?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Hevo Data, appreciating its intuitive interface and seamless integration capabilities.
- Users value the **24/7 customer support** of Hevo Data, ensuring assistance whenever needed for seamless operations.
- Users appreciate the **easy integrations** with multiple data sources in Hevo Data, streamlining their ETL processes effectively.
- Users love the **easy setup** of Hevo Data, with no coding required for a smooth ETL pipeline implementation.
- Users love Hevo Data for its **no-coding interface** , making ETL pipeline creation simple and efficient.

##### Cons

- Users find Hevo Data to be **expensive** , which can be a drawback despite its integration benefits and features.
- Users find the **pricing model a bit high** for the features provided, affecting overall satisfaction.
- Users find **limited customization** challenging, especially for complex transformations and understanding the UI effectively.
- Users note the **limited customization and transformation capabilities** of Hevo Data, impacting their overall experience and flexibility.
- Users find the **complex setup** of Hevo Data challenging, especially regarding SQL queries and initial configurations.

#### What Are Recent G2 Reviews of Hevo Data?

**["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)

**["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)

#### 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

[
RudderStack
](https://www.g2.com/products/rudderstack/reviews)

By [RudderStack](https://www.g2.com/sellers/rudderstack)

[

4.7/5(52)

](https://www.g2.com/products/rudderstack/reviews)

What do users say?

Users consistently praise the ease of use and quick setup of RudderStack, highlighting its ability to seamlessly connect various data sources and destinations. The platform's strong customer support a

Pros and Cons

[
Ease of Use (18)
](https://www.g2.com/products/rudderstack/reviews?qs=pros-and-cons)[
Learning Curve (10)
](https://www.g2.com/products/rudderstack/reviews?qs=pros-and-cons)

### [RudderStack](https://www.g2.com/products/rudderstack/reviews)

RudderStack’s agentic CDP enables you to collect, unify, and activate customer data from an integrated platform that wraps around your data warehouse as the system of record. Our infrastructure is battle tested with proven reliability at peak loads up to 1M events/second and 99.95% uptime. Proactive governance tools enable you to enforce data quality and compliance in pipeline, so downstream systems always get activation ready data. And our AI capabilities transform both how you work with customer data and what you can do with it. With RudderStack, your whole business can trust and use customer data. Data teams ship faster, business teams self-serve rich customer context, and agents consistently deliver powerful, privacy safe 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:** www.rudderstack.com
- **Year Founded:** 2019
- **HQ Location:** San Francisco, California
- **Twitter:** @RudderStack  
1,695 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=080bc3195986e7cdd761ac96f44346a55722583926f4cc42d6045c7301b1f863&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frudderlabs%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
129 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 54% Medium, 46% Small

#### What Do G2 Reviewers Say About RudderStack?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of RudderStack, simplifying data management and integration without extensive coding.
- Users commend the **exceptional customer support** from RudderStack, enhancing their experience and ensuring successful implementations.
- Users highlight the **easy integration** of RudderStack, allowing seamless connections to various tools and sources.
- Users value the **easy setup** of RudderStack, appreciating its quick implementation and intuitive interface.
- Users value the **easy integrations** of RudderStack, streamlining connections while ensuring clean, consistent data delivery.

##### Cons

- Users experience a **challenging learning curve** with RudderStack, particularly due to inconsistent schema and complex setup processes.
- Users find **limited customization options** in RudderStack, making it challenging to tailor functionalities to their needs.
- Users find the **complexity of the setup process** challenging, especially those with less technical experience, impacting onboarding.
- Users find **insufficient guidance** in documentation and troubleshooting, making the experience more challenging with RudderStack.
- Users face **onboarding difficulties** due to tricky setup and insufficient documentation, requiring additional support for connections.

#### 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)

[
Veryfi
](https://www.g2.com/products/veryfi/reviews)

By [Veryfi](https://www.g2.com/sellers/veryfi)

[

4.6/5(58)

](https://www.g2.com/products/veryfi/reviews)

What do users say?

Users consistently praise the ease of use and fast OCR technology of Veryfi, which simplifies expense tracking and receipt management. The seamless integration with accounting software like QuickBooks

Pros and Cons

[
Ease of Use (5)
](https://www.g2.com/products/veryfi/reviews?qs=pros-and-cons)[
Expensive (2)
](https://www.g2.com/products/veryfi/reviews?qs=pros-and-cons)

### [Veryfi](https://www.g2.com/products/veryfi/reviews)

Veryfi empowers organizations to capture, extract and transform unstructured documents into structured data at scale. Our suite of data transformation APIs and mobile capture technology can be leveraged across industries to eliminate manual data entry, avoid human error, and unlock valuable business intelligence in seconds. Trusted by enterprises and software companies alike, Veryfi’s AI-based platform is delivering fast, accurate, and secure data to hundreds of companies globally. Veryfi supports the following document types: Expense Receipts FMCG/CPG Receipts HSA/FSA Receipts Invoices Purchase Orders (POs) Bills Hotel Folios Bills of lading (BOLs) Checks Credit Cards Insurance Cards Business Cards W-2s W-9s Download the Veryfi Lens mobile capture technology from the Apple App Store: https://apps.apple.com/us/app/veryfi-lens/id1498300628.

**Average Rating:** 4.6/5.0

**Total Reviews:** 57

#### How Do G2 Users Rate Veryfi?

- **Has the product been a good partner in doing business?:** 9.6/10 (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 Veryfi?

- **Seller:** [Veryfi](https://www.g2.com/sellers/veryfi)
- **Year Founded:** 2017
- **HQ Location:** San Mateo, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6096d89e6892f231e6a00559789c025ede425d357b93b83aa8651c9e86125894&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fveryfi-inc&secure%5Burl_type%5D=linkedin_company_website)  
57 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Retail
- **Company Size:** 81% Small, 16% Medium

#### What Do G2 Reviewers Say About Veryfi?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Veryfi's **ease of use** exceptional, appreciating quick setup and efficient receipt scanning for expense management.
- Users commend Veryfi for its **accurate data extraction** , enhancing efficiency in receipt scanning and expense tracking.
- Users find the **integration process simple** with Veryfi, easily connecting it to various platforms and mobile apps.
- Users appreciate the **easy integration** process of Veryfi, enhancing usability across various platforms and documents.
- Users highlight the **easy setup** of Veryfi, making it simple to integrate and start using for expense tracking.

##### Cons

- Users find Veryfi to be **expensive** , which may deter those seeking more budget-friendly alternatives.
- Users find the **pricing issues** of Veryfi concerning, as it may not suit budget-conscious individuals or businesses.
- Users suggest improving **multi-language support** in the admin panel to better accommodate international users.
- Users express concerns about **inaccurate data management** in Veryfi, wishing for a feedback loop for improvement.
- Users experience **inadequate reporting** , as service downtimes and extraction failures hinder critical real-time responses.

#### What Are Recent G2 Reviews of Veryfi?

**["Easy to use and the integration process is incredibly simpleé"](https://www.g2.com/survey_responses/veryfi-review-11840476)**

**Rating:** 5.0/5.0 stars

_— Sertan K._

[Read full review](https://www.g2.com/survey_responses/veryfi-review-11840476)

**["Efficient OCR, But Needs Stronger German Integration"](https://www.g2.com/survey_responses/veryfi-review-13058546)**

**Rating:** 4.5/5.0 stars

_— Jose C._

[Read full review](https://www.g2.com/survey_responses/veryfi-review-13058546)

#### What Are G2 Users Discussing About Veryfi?

- [Is Veryfi free?](https://www.g2.com/discussions/is-veryfi-free)
- [What is Veryfi app?](https://www.g2.com/discussions/what-is-veryfi-app)
- [Is there an app to scan receipts?](https://www.g2.com/discussions/is-there-an-app-to-scan-receipts)
- [What is OCR receipt?](https://www.g2.com/discussions/what-is-ocr-receipt) - 1 comment

[
IBM StreamSets
](https://www.g2.com/products/ibm-streamsets/reviews)

By [IBM](https://www.g2.com/sellers/ibm)

[

4/5(116)

](https://www.g2.com/products/ibm-streamsets/reviews)

What do users say?

Users consistently praise the user-friendly interface and drag-and-drop functionality of IBM StreamSets, which simplifies the creation and management of data pipelines. The platform's ability to handl

Pros and Cons

[
Ease of Use (30)
](https://www.g2.com/products/ibm-streamsets/reviews?qs=pros-and-cons)[
Learning Curve (13)
](https://www.g2.com/products/ibm-streamsets/reviews?qs=pros-and-cons)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Large, 34% Medium

#### What Do G2 Reviewers Say About IBM StreamSets?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in IBM StreamSets, highlighting its intuitive interface and beginner-friendly features.
- Users praise the **user-friendly drag-and-drop interface** of IBM StreamSets, enhancing visualization and debugging efficiency.
- Users value the **effective data management capabilities** of IBM StreamSets for seamless integration and automation across environments.
- Users appreciate the **simplification of data integration workflows** in IBM StreamSets, making pipeline creation intuitive and efficient.
- Users value the **wide range of integrations** offered by IBM StreamSets, enhancing cloud and on-premise data connectivity.

##### Cons

- Users experience a **steep learning curve** , particularly when using advanced features and managing complex pipelines effectively.
- Users find the **pricing to be excessive** , especially for smaller teams, impacting overall satisfaction with IBM StreamSets.
- Users find the **learning difficulty** of advanced features in StreamSets to be time-consuming and not well-supported.
- Users often experience **slow performance** with IBM StreamSets, particularly when processing large volumes of data or complex pipelines.
- Users find the **steep learning curve** of IBM StreamSets challenging, especially with advanced features and configurations.

#### 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

[
BrowserAct
](https://www.g2.com/products/browseract/reviews)

By [CYBER BYET PTE. LTD](https://www.g2.com/sellers/cyber-byet-pte-ltd)

[

4.5/5(13)

](https://www.g2.com/products/browseract/reviews)

What do users say?

Users consistently praise the ease of use and intuitive interface of BrowserAct, which allows for quick setup and efficient data extraction without extensive coding. Many appreciate how it streamlines

Pros and Cons

[
Automation (2)
](https://www.g2.com/products/browseract/reviews?qs=pros-and-cons)[
Limited Features (1)
](https://www.g2.com/products/browseract/reviews?qs=pros-and-cons)

### [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:** 4.5/5.0

**Total Reviews:** 13

#### 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:** www.mimicpc.com
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 92% Small

#### What Do G2 Reviewers Say About BrowserAct?

_AI-generated summary from verified user reviews_

##### Pros

- Users find **BrowserAct's automation capabilities** exceptional, streamlining tasks and enhancing productivity with ease.
- Users praise BrowserAct for its **affordability** , delivering effective solutions that save time and enhance productivity.
- Users appreciate the **exceptional customer support** of BrowserAct, highlighting prompt responses and dedication to service quality.
- Users value the **data management capabilities** of BrowserAct, appreciating the ease of automation and customization.
- Users appreciate the **user-friendly interface** of BrowserAct, enabling effortless configurations that save valuable time.

##### Cons

- Users note the **limited features** of BrowserAct, but appreciate the team's responsiveness in adding new ones.

#### 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)

[
Keboola
](https://www.g2.com/products/keboola/reviews)

By [Keboola](https://www.g2.com/sellers/keboola)

[

4.6/5(142)

](https://www.g2.com/products/keboola/reviews)

What do users say?

Users consistently praise Keboola for its ease of use and robust customer support, which facilitate quick setup and management of data workflows. The platform's intuitive interface and extensive range

Pros and Cons

[
Ease of Use (35)
](https://www.g2.com/products/keboola/reviews?qs=pros-and-cons)[
Learning Curve (14)
](https://www.g2.com/products/keboola/reviews?qs=pros-and-cons)

### [Keboola](https://www.g2.com/products/keboola/reviews)

Keboola is a finance data and AI platform for companies that need trusted financial reporting, planning, analysis, and close processes across complex systems. Built for CFOs, FP&A teams, Controllers, finance operations, and data teams, Keboola helps organizations turn fragmented data from ERPs, accounting systems, spreadsheets, CRM, warehouses, and operational tools into one governed foundation for financial intelligence. Many finance teams rely on disconnected systems, inconsistent charts of accounts, manual reconciliations, and spreadsheet-based reporting. This makes it difficult to close quickly, produce reliable forecasts, answer board questions, support acquisitions, or use AI safely with financial data. Keboola solves this upstream data problem by connecting, standardizing, transforming, and governing financial data before it reaches FP&A, CPM, BI, reporting, or AI tools. Keboola is especially valuable for multi-entity companies, private-equity-backed businesses, holding groups, financial services firms, franchises, and organizations growing through M&A. These companies often operate across multiple ERPs, entities, countries, currencies, and reporting definitions. Keboola helps standardize chart-of-accounts logic, automate financial data pipelines, reconcile data across systems, and create trusted business definitions that teams can use consistently. Unlike traditional FP&A, CPM, EPM, budgeting, forecasting, or financial reporting tools that assume clean data already exists, Keboola focuses on the governed data foundation underneath. The platform gives teams transparent, auditable logic for financial transformations, source-to-output lineage, reusable business rules, and a semantic layer that helps ensure reports, dashboards, forecasts, and AI outputs are based on trusted company data. Keboola works alongside existing tools such as Snowflake, BigQuery, Databricks, Microsoft Fabric, Power BI, Tableau, Looker, Anaplan, Pigment, DataRails, Workiva, and other finance and analytics platforms. Rather than forcing a rip-and-replace project, Keboola strengthens the data layer beneath these systems so finance teams can plan, report, reconcile, and analyze with greater confidence. For AI adoption, Keboola provides the governed data environment that makes AI practical for business-critical financial workflows. Teams can connect AI agents and assistants to approved metrics, trusted pipelines, financial definitions, and auditable data products, reducing the risk of confident but untraceable answers. With Keboola, organizations can improve financial analysis, accelerate reporting, support financial close, automate reconciliation workflows, enable more reliable FP&A, and create a trusted foundation for AI-powered finance.

**Average Rating:** 4.6/5.0

**Total Reviews:** 138

#### How Do G2 Users Rate Keboola?

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

#### Who Is the Company Behind Keboola?

- **Seller:** [Keboola](https://www.g2.com/sellers/keboola)
- **Company Website:** www.keboola.com
- **Year Founded:** 2008
- **HQ Location:** Prague
- **Twitter:** @keboola  
2,004 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ef5c258c3c12e985009d017bdcea8d30cdde56e2d89dcd2f873f739b37335044&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkeboola%2F&secure%5Burl_type%5D=linkedin_company_website)  
97 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Data Engineer
- **Top Industries:** Information Technology and Services, Marketing and Advertising
- **Company Size:** 63% Medium, 22% Small

#### What Do G2 Reviewers Say About Keboola?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Keboola's platform to be **simple and easy to use** , making data management accessible for everyone.
- Users value the **user-friendly data management** capabilities of Keboola, enhancing accessibility for non-technical individuals.
- Users praise the **intuitive setup for data flows** in Keboola, enhancing productivity with seamless data handling.
- Users value the **extensive integrations** of Keboola, enabling seamless data management across various platforms and tools.
- Users praise Keboola for its **incredible customer support** , providing fast and helpful assistance to enhance their experience.

##### Cons

- Users find the **learning curve steep** , often requiring developer assistance and causing confusion with component navigation.
- Users struggle with the **complexity** of Keboola, facing steep learning curves and inconsistent documentation that hinders usability.
- Users face a **steep learning curve** with Keboola, often needing external help to navigate its complexities effectively.
- Users find the **interface difficult to navigate** , making data management more complex and error-prone than expected.
- Users find the **user interface overwhelming** and not intuitive, resulting in a challenging learning experience for newcomers.

#### What Are Recent G2 Reviews of Keboola?

**["Usefull tool with good people behind it"](https://www.g2.com/survey_responses/keboola-review-13121874)**

**Rating:** 4.5/5.0 stars

_— Verified User in Wholesale_

[Read full review](https://www.g2.com/survey_responses/keboola-review-13121874)

**["Keboola’s Intuitive UI Makes Big-Data Pipelines and Transformations Effortless"](https://www.g2.com/survey_responses/keboola-review-13168406)**

**Rating:** 4.5/5.0 stars

_— Verified User in Logistics and Supply Chain_

[Read full review](https://www.g2.com/survey_responses/keboola-review-13168406)

#### What Are G2 Users Discussing About Keboola?

- [What are the benefits and challenges of using Keboola for data integration, and what do you recommend for new users?](https://www.g2.com/discussions/what-are-the-benefits-and-challenges-of-using-keboola-for-data-integration-and-what-do-you-recommend-for-new-users)

[
Altair Monarch
](https://www.g2.com/products/altair-monarch/reviews)

By [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)

[

4.5/5(92)

](https://www.g2.com/products/altair-monarch/reviews)

What do users say?

Users consistently praise the ease of use and data extraction capabilities of Altair Monarch, highlighting its effectiveness in transforming complex data into usable formats. Many appreciate how it st

### [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

#### How Do G2 Users Rate Altair Monarch?

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 9.2/10)
- **Consolidation:** 9.3/10 (Category avg: 8.9/10)
- **Data Structuring:** 9.6/10 (Category avg: 9.1/10)
- **Diverse Extraction Points:** 9.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Altair Monarch?

- **Seller:** [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7)
- **Year Founded:** 1985
- **HQ Location:** Troy, MI
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bc40bf531df2ca2bbac9a40324b3bf94e73c14f7ec2b90b9b64c29defbdba7b7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F8323%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,774 employees on LinkedIn®
- **Ownership:** NASDAQ:ALTR
- **Total Revenue (USD mm):** $458

#### Who Uses This Product?

- **Top Industries:** Financial Services, Hospital & Health Care
- **Company Size:** 54% Large, 27% Medium

#### What Are Recent G2 Reviews of Altair Monarch?

**["Monarch is an invaluable tool and Altair is an outstanding vendor to work with"](https://www.g2.com/survey_responses/altair-monarch-review-7044911)**

**Rating:** 5.0/5.0 stars

_— Kirk B._

[Read full review](https://www.g2.com/survey_responses/altair-monarch-review-7044911)

**["Great solution for overall data governance and management"](https://www.g2.com/survey_responses/altair-monarch-review-7009360)**

**Rating:** 5.0/5.0 stars

_— Rashid Hassan C._

[Read full review](https://www.g2.com/survey_responses/altair-monarch-review-7009360)

#### What Are G2 Users Discussing About Altair Monarch?

- [What do you like most about Altair Monarch for data preparation, and what improvements would you suggest?](https://www.g2.com/discussions/what-do-you-like-most-about-altair-monarch-for-data-preparation-and-what-improvements-would-you-suggest)
- [What is Altair Monarch used for?](https://www.g2.com/discussions/what-is-altair-monarch-used-for)

[
Adverity
](https://www.g2.com/products/adverity/reviews)

By [Adverity GmbH](https://www.g2.com/sellers/adverity-gmbh)

[

4.4/5(322)

](https://www.g2.com/products/adverity/reviews)

What do users say?

Users consistently praise Adverity for its ease of use and extensive connector options, which simplify the integration of multiple data sources into a single platform. The intuitive interface and powe

Pros and Cons

[
Ease of Use (16)
](https://www.g2.com/products/adverity/reviews?qs=pros-and-cons)[
Time-Consuming (7)
](https://www.g2.com/products/adverity/reviews?qs=pros-and-cons)

### [Adverity](https://www.g2.com/products/adverity/reviews)

Adverity is the marketing data intelligence company seen as the foundation that makes enterprise marketing AI work. Adverity Connect is an enterprise-grade marketing ETL. It pulls data from 600+ sources, harmonizes it so metrics are comparable across platforms, monitors it continuously for quality, and delivers it into the customer's warehouse. The data foundation for marketing. Adverity Atlas is a marketing knowledge layer. It sits on top of any data warehouse and gives AI the knowledge and context to work accurately on marketing data. Use it through the UI and it works as an autonomous marketing analyst. Connect it to your own AI program and it becomes the knowledge layer your agents run on. Connect builds the data foundation. Atlas is the knowledge layer that makes marketing AI work. Built from a decade of enterprise brand and agency deployments representing over $80 billion in managed ad spend.

**Average Rating:** 4.4/5.0

**Total Reviews:** 312

#### How Do G2 Users Rate Adverity?

- **Has the product been a good partner in doing business?:** 8.9/10 (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:** 7.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Adverity?

- **Seller:** [Adverity GmbH](https://www.g2.com/sellers/adverity-gmbh)
- **Company Website:** www.adverity.com
- **Year Founded:** 2015
- **HQ Location:** Vienna, Austria
- **Twitter:** @myadverity  
1,757 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=83ea42bc82e1d6c5c8fea3613da1b8fc4201add0ab4d78cc1e73440d2786a17d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5340622%2F&secure%5Burl_type%5D=linkedin_company_website)  
312 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Data Engineer
- **Top Industries:** Marketing and Advertising, Information Technology and Services
- **Company Size:** 43% Medium, 38% Small

#### What Do G2 Reviewers Say About Adverity?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **intuitive interface** of Adverity, appreciating its clarity and ease of use for daily operations.
- Users highlight the **seamless integrations** of Adverity with various marketing platforms, enhancing data management efficiency.
- Users value the **ease of integration and data management** in Adverity, streamlining workflows and connecting various sources effortlessly.
- Users value the **easy integrations** of Adverity, enabling seamless connectivity with various marketing platforms and data sources.
- Users praise the **clear and intuitive user interface** of Adverity, enhancing their overall experience in data management.

##### Cons

- Users report that Adverity can be quite **time-consuming** , especially with slow data pipeline processing and job creation delays.
- Users experience a **complex setup** requiring technical knowledge, leading to challenges with integrations and custom reporting.
- Users find **data management challenging** due to a complicated interface and limitations in API setups and visualizations.
- Users find the **difficult learning** curve in Adverity frustrating, especially with setup and advanced feature integrations.
- Users note the **limited customization** in Adverity, requiring exports to other tools for deeper analysis and tailored reporting.

#### What Are Recent G2 Reviews of Adverity?

**["Adverity’s Flexible Dashboards and Powerful Multi-Source Analytics"](https://www.g2.com/survey_responses/adverity-review-12834123)**

**Rating:** 4.5/5.0 stars

_— Franziska K._

[Read full review](https://www.g2.com/survey_responses/adverity-review-12834123)

**["Simplifies Data Integration with Robust Source Options"](https://www.g2.com/survey_responses/adverity-review-13089580)**

**Rating:** 4.0/5.0 stars

_— Ramin T._

[Read full review](https://www.g2.com/survey_responses/adverity-review-13089580)

#### What Are G2 Users Discussing About Adverity?

- [What is Adverity used for?](https://www.g2.com/discussions/what-is-adverity-used-for) - 1 comment

- [‹ Prev‹ Prev](/categories/data-extraction-tools/small-business?order=g2_score#product-list)
- [1](/categories/data-extraction-tools/small-business?order=g2_score#product-list)
- 2
- [3](/categories/data-extraction-tools/small-business?order=g2_score&page=3#product-list)
- [4](/categories/data-extraction-tools/small-business?order=g2_score&page=4#product-list)
- [Next ›Next ›](/categories/data-extraction-tools/small-business?order=g2_score&page=3#product-list)

Spotlight Categories

[Audit Management Software Solutions](https://www.g2.com/categories/audit-management)

[Professional Services Automation Software](https://www.g2.com/categories/professional-services-automation)

[Online Community Management Software](https://www.g2.com/categories/online-community-management)

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

[Zero Trust Networking Software](https://www.g2.com/categories/zero-trust-networking)

Similar Categories

- [Application Portfolio Management](/categories/application-portfolio-management)
- [Auto Scaling](/categories/auto-scaling)
- [Cloud Cost Management](/categories/cloud-cost-management)
- [Cloud Management Platforms](/categories/cloud-management-platforms)
- [Cloud Migration Assessment Tools](/categories/cloud-migration-assessment-tools)

- [Columnar Databases](/categories/columnar-databases)
- [Data as a Service (DaaS)](/categories/data-as-a-service-daas)
- [Data Destruction](/categories/data-destruction)
- [Data Governance](/categories/data-governance-tools)
- [Data Observability](/categories/data-observability)

- [Data Recovery](/categories/data-recovery)
- [Digital Employee Experience (DEX) Management](/categories/digital-employee-experience-dex-management)
- [Digital Experience Monitoring (DEM)](/categories/digital-experience-monitoring-dem)
- [Digital Governance](/categories/digital-governance)
- [Disk Cleanup](/categories/disk-cleanup)

[Browse Data Extraction Themes](/categories/data-extraction-tools/themes)

 ![Shalaka Joshi](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka Joshi")
SJ

Researched and written by [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)

Updated 

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.

Show More