# Best Data as a Service (DaaS) Software

  *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)*

   Data as a service (DaaS) software is a collection of various tools that use cloud-based networks and work to manage data. Companies that use DaaS software provide data to consumers on demand. DaaS is a data management strategy that aims to democratize and operationalize data internally or externally. Data as a service (DaaS) providers provision data from various sources and through APIs. DaaS architecture can also include technologies like [data virtualization](https://www.g2.com/categories/data-virtualization) and [data cataloging](https://www.g2.com/categories/machine-learning-data-catalog).

Data as a service solutions are closely related to software as a service (SaaS) platforms. Just as software is now made available over a network or on cloud instead of downloading and installing it, DaaS companies make it possible for organizations to store and manage data on cloud, with greater flexibility of scaling up. DaaS software can be used externally using APIs. These software platforms help break data silos by making data available to various business functions. Various departments like marketing, finance, and operations can access data remotely over the cloud.

To qualify for inclusion in the Data as a Service (DaaS) software category, a product must:

- Pull in and store data from multiple sources such as data warehouses, data lakes, external websites, and databases containing operational data and provision it to the business users or third-party partners through APIs
- Use cloud to store and share data or provide any data service
- Preserve data integrity by implementing access control measures like strong passwords and encryption




  
## How Many Data as a Service (DaaS) Software Products Does G2 Track?
**Total Products under this Category:** 65

### Category Stats (May 2026)
- **Average Rating**: 4.48/5 (↑0.01 vs Apr 2026)
- **New Reviews This Quarter**: 42
- **Buyer Segments**: Small-Business 49% │ Mid-Market 41% │ Enterprise 10%
- **Top Trending Product**: Stibo Systems MDM (+0.063)
*Last updated: May 29, 2026*

  
## How Does G2 Rank Data as a Service (DaaS) Software Products?

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

- 30 Analysts and Data Experts
- 2,100+ Authentic Reviews
- 65+ 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.

  
## Which Data as a Service (DaaS) Software Is Best for Your Use Case?

- **Leader:** [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews)
- **Highest Performer:** [Similarweb](https://www.g2.com/products/similarweb/reviews)
- **Easiest to Use:** [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews)
- **Top Trending:** [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews)
- **Best Free Software:** [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews)

  
  ## What Are the Top-Rated Data as a Service (DaaS) Software Products in 2026?
### 1. [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews)
  IBM® watsonx.data® helps you access, integrate and understand all your data —structured and unstructured—across any environment. It optimizes workloads for price and performance while enforcing consistent governance across sources, formats and teams. Watch the demo to learn how watsonx.data empowers you to build gen AI apps and powerful AI agents. Free Trial available: https://ibm.biz/Watsonx-data\_Trial


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 159

**Who Is the Company Behind IBM watsonx.data?**

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Company Website:** https://www.ibm.com
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity (74,796 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (324,553 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, CEO
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 34% Small-Business, 32% Enterprise


#### What Are IBM watsonx.data's Pros and Cons?

**Pros:**

- Ease of Use (67 reviews)
- Features (47 reviews)
- Data Management (41 reviews)
- Integrations (33 reviews)
- Analytics (31 reviews)

**Cons:**

- Learning Curve (38 reviews)
- Complexity (25 reviews)
- Expensive (20 reviews)
- Difficult Setup (17 reviews)
- Difficulty (17 reviews)

### 2. [Similarweb](https://www.g2.com/products/similarweb/reviews)
  At Similarweb, we are committed to unlocking the full potential of the digital landscape. Our solutions span a wide array of digital needs, from comprehensive competitive analysis across all marketing channels to Gen AI visibility, to large-scale data insights. With Similarweb, you gain access to: - Extensive Data Coverage: Explore over 1 billion websites, 8 million apps, and 3 million brands. - Real-Time Insights: Stay ahead with real-time data on 5 billion search terms, 250 million display ads, and 10 billion content pages. - Global Reach: Analyze and understand markets across 190 countries and 210 industries. Trusted by industry leaders ranging from startups to Fortune 500 companies, Similarweb is the choice for thousands of businesses seeking a competitive edge and sustainable growth.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 1,151

**Who Is the Company Behind Similarweb?**

- **Seller:** [Similarweb](https://www.g2.com/sellers/similarweb)
- **Company Website:** https://www.similarweb.com
- **Year Founded:** 2007
- **HQ Location:** New York
- **Twitter:** @Similarweb (62,521 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/429838/ (1,284 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Account Manager, Account Executive
  - **Top Industries:** Marketing and Advertising, Retail
  - **Company Size:** 40% Mid-Market, 32% Enterprise


#### What Are Similarweb's Pros and Cons?

**Pros:**

- Ease of Use (133 reviews)
- Insights (112 reviews)
- Traffic Analysis (99 reviews)
- Competitor Analysis (96 reviews)
- Features (86 reviews)

**Cons:**

- Data Inaccuracy (56 reviews)
- Inaccurate Data (53 reviews)
- Limited Features (48 reviews)
- Limited Data (41 reviews)
- Expensive (36 reviews)

### 3. [Crunchbase](https://www.g2.com/products/crunchbase/reviews)
  Crunchbase defines predictive intelligence for private markets. We turn our proprietary data into private company forecasts that help your team spot emerging opportunities long before the competition. With predictions on funding, growth, exits, and risk grounded in best-in-class data, you gain the clarity to move early and win.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 402

**Who Is the Company Behind Crunchbase?**

- **Seller:** [Crunchbase](https://www.g2.com/sellers/crunchbase)
- **Company Website:** https://www.crunchbase.com/
- **Year Founded:** 2007
- **HQ Location:** San Francisco, CA
- **Twitter:** @crunchbase (152,233 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3557157/ (252 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Founder, Account Executive
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 56% Small-Business, 29% Mid-Market


#### What Are Crunchbase's Pros and Cons?

**Pros:**

- Ease of Use (33 reviews)
- Comprehensive Data (25 reviews)
- Data Accuracy (23 reviews)
- Comprehensive Information (20 reviews)
- Ease of Finding (19 reviews)

**Cons:**

- Missing Information (17 reviews)
- Expensive (14 reviews)
- Outdated Information (14 reviews)
- Outdated Data (12 reviews)
- Limited Data (8 reviews)

### 4. [Meteomatics](https://www.g2.com/products/meteomatics/reviews)
  Meteomatics is a weather intelligence provider that help businesses anticipate and manage the impact of weather on their operations. By providing high-precision weather data and insights, Meteomatics enables organizations across various industries to make informed decisions that enhance efficiency, mitigate risks, and optimize processes. With a client base that includes over 800 companies such as Tesla, Airbus, and Toyota, Meteomatics has established itself as a trusted partner in weather-related decision-making. The product suite offered by Meteomatics includes several key components tailored to meet the diverse needs of its target audience, which spans sectors like energy, logistics, aviation, and insurance. ➡️ All weather data you need with the Weather API The Weather API serves as the backbone of the service, granting access to more than 1800 weather and environmental parameters with global coverage and a spatial resolution that can reach down to 90 meters. This level of detail is particularly beneficial for industries that rely on precise weather data for operational planning and risk assessment. The API is designed for scalability and seamless integration, supporting various data formats and allowing organizations to connect easily with their existing systems and predictive models. ✔️ Over 1800 weather and environmental parameters ✔️ Global coverage and spatial resolution down to 90 meters ✔️ Supports all major data formats and connecting easily with operational systems, predictive models, and analytics platforms ✔️ Millisecond response times ✔️ Includes access to EURO1k and US1k — proprietary weather models delivering 1 km resolution forecasts across Europe and the continental United States, able to capture local weather phenomena that coarser global models often miss, providing a decisive edge in forecast accuracy ➡️ Weather visualization with MetX ✔️Web-based weather visualization platform for professionals who need quick, clear, and actionable insights ✔️Provides interactive maps, real-time forecasts, and customizable industry-specific layers ✔️Powered by Meteomatics’ high-resolution weather models for detailed and accurate visualizations ✔️Supports use cases such as wind farm monitoring, supply chain risk assessment, and airport traffic planning ✔️Requires no installation or technical expertise, making it easy to access and use across teams ➡️ Weather observations from the boundary layer with Meteodrones ✔️Weather drones that collect vertical atmospheric profiles up to 6 km in altitude, covering a critical data gap missed by satellites and ground stations ✔️Designed to operate even in severe weather conditions, including strong winds and low temperatures ✔️Provide real-time atmospheric data, enhancing the accuracy of short-term and local forecasts ✔️Improve predictions for fog, convective storms, wind shifts, and other hard-to-forecast phenomena ✔️Deliver significant value across sectors like energy, aviation, defense, and emergency management Through its innovative combination of technology and data-driven insights, Meteomatics empowers companies to make weather-smart decisions. By reducing risks and improving operational efficiency, businesses can unlock new opportunities and navigate the complexities of weather impacts on their operations.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 35

**Who Is the Company Behind Meteomatics?**

- **Seller:** [Meteomatics](https://www.g2.com/sellers/meteomatics)
- **Company Website:** https://www.meteomatics.com
- **Year Founded:** 2012
- **HQ Location:** St Gallen, St Gallen, Switzerland
- **LinkedIn® Page:** https://www.linkedin.com/company/meteomatics (153 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Oil & Energy
  - **Company Size:** 53% Small-Business, 25% Mid-Market


#### What Are Meteomatics's Pros and Cons?

**Pros:**

- Customer Support (7 reviews)
- Ease of Use (5 reviews)
- Reliability (3 reviews)
- Useful (3 reviews)
- Integrations (2 reviews)

**Cons:**

- Insufficient Information (4 reviews)
- Data Inaccuracy (3 reviews)
- Compatibility Issues (1 reviews)
- Expensive (1 reviews)
- Limited Options (1 reviews)

### 5. [Google Datastream](https://www.g2.com/products/google-datastream/reviews)
  Google Datastream is a serverless change data capture (CDC) and replication service designed to synchronize data across diverse databases, storage systems, and applications with minimal latency and downtime. By enabling real-time data replication, Datastream facilitates seamless integration of operational data into analytics platforms, empowering organizations to derive timely insights and support event-driven architectures. Key Features and Functionality: - Broad Source Support: Datastream supports streaming data from various relational databases, including MySQL, PostgreSQL, AlloyDB, SQL Server, and Oracle, allowing for versatile data integration. - Real-Time Analytics Integration: It enables near real-time analytics by replicating data into BigQuery, enhancing decision-making processes with up-to-date information. - Serverless Architecture: As a fully managed service, Datastream automatically scales to accommodate varying data volumes without the need for infrastructure provisioning or management. - Secure Connectivity: The service offers built-in secure connectivity options, ensuring data is encrypted both in transit and at rest, thereby maintaining data integrity and security. - Schema Drift Management: Datastream efficiently handles changes in source schemas by creating new files in the destination bucket upon each schema change, maintaining data consistency. Primary Value and Problem Solved: Datastream addresses the challenge of integrating and synchronizing data across heterogeneous environments by providing a reliable, low-latency solution that minimizes the impact on source systems. Its serverless nature eliminates the operational overhead associated with infrastructure management, allowing organizations to focus on deriving insights from their data. By facilitating real-time data replication, Datastream empowers businesses to make informed decisions, enhance operational efficiency, and support dynamic, event-driven applications.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 13

**Who Is the Company Behind Google Datastream?**

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google (31,915,529 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (336,169 employees on LinkedIn®)
- **Ownership:** NASDAQ:GOOG

**Who Uses This Product?**
  - **Company Size:** 38% Mid-Market, 38% Small-Business


### 6. [G2 Data Solutions](https://www.g2.com/products/g2-data-solutions/reviews)
  Analyze the entire SaaS landscape by leveraging first party buyer intelligence and product review data, compiled from 80M+ yearly G2 buyers. Use G2 Data Solutions to discover new opportunities, analyze market share, and perform due diligence to identify organizations that best fit your criteria.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 13

**Who Is the Company Behind G2 Data Solutions?**

- **Seller:** [G2](https://www.g2.com/sellers/g2)
- **Company Website:** https://www.g2.com
- **Year Founded:** 2012
- **HQ Location:** Chicago, USA
- **Twitter:** @G2dotcom (32,970 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2641084/ (1,448 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 46% Mid-Market, 38% Enterprise


### 7. [Explorium](https://www.g2.com/products/explorium/reviews)
  Explorium is the leading B2B data layer for building high-performance GTM agents. Our seamless API and MCP integrations power agents with premium B2B data, accelerating development, enhancing contextual intelligence, and improving ROI. Backed by years of expertise in B2B data and access to more than 50 data sources, we deliver enterprise-grade data through flexible delivery options. Try it for free at https://www.explorium.ai/sign-up/?utm\_source=g2&utm\_medium\_organic


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 28

**Who Is the Company Behind Explorium?**

- **Seller:** [Explorium](https://www.g2.com/sellers/explorium)
- **HQ Location:** San Mateo, California
- **Twitter:** @Explorium_ai (1,349 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/18828451/ (88 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Financial Services, Education Management
  - **Company Size:** 57% Small-Business, 39% Mid-Market


### 8. [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews)
  ZoomInfo Operations is a sophisticated data management solution designed to assist organizations in optimizing their go-to-market (GTM) strategies by effectively managing sales and marketing data. This platform serves as the backbone of the GTM intelligence ecosystem, enabling operations teams to automate the processes of cleaning, enriching, and routing their data. By leveraging a no-code automated data management engine, businesses can establish a robust and unified data foundation that enhances their revenue-generating efforts. Targeted primarily at sales and marketing operations teams, ZoomInfo Operations addresses the common challenges associated with data management. Organizations often struggle with maintaining accurate and up-to-date information, which can hinder their ability to make informed decisions and execute effective marketing campaigns. This solution is particularly beneficial for companies that rely heavily on data-driven strategies and need to ensure that their sales and marketing databases are both clean and comprehensive. One of the standout features of ZoomInfo Operations is its ability to automatically clean and complete sales and marketing data. The platform efficiently deduplicates records, standardizes fields, and fills in missing information, all while maintaining data hygiene. This automation eliminates the need for manual intervention and complex workflows, allowing teams to focus on strategic initiatives rather than getting bogged down by data management tasks. Additionally, ZoomInfo Operations enriches existing databases by integrating with ZoomInfo and over 60 third-party data sources. This capability ensures that organizations have access to fresh contact information, firmographics, technographics, and buying signals, which are crucial for effective targeting and engagement. The seamless flow of enriched data into CRM and marketing automation platforms empowers teams to execute campaigns with greater precision and relevance. Routing engagement-ready data to the appropriate sales representatives is another critical function of ZoomInfo Operations. The platform employs intelligent assignment rules to ensure that every lead, account, and opportunity is directed to the right person at the right time. By infusing essential first-party data into the relevant systems, organizations can enhance their responsiveness and improve overall sales efficiency. This targeted approach not only optimizes the sales process but also fosters better relationships with potential customers, ultimately driving revenue growth.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 346

**Who Is the Company Behind ZoomInfo Operations?**

- **Seller:** [ZoomInfo](https://www.g2.com/sellers/zoominfo-26a9872a-d61e-4832-ab53-5e972b230706)
- **Company Website:** https://www.zoominfo.com/
- **Year Founded:** 2000
- **HQ Location:** Vancouver, WA
- **Twitter:** @ZoomInfo (23,485 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/zoominfo/ (4,296 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 67% Mid-Market, 33% Enterprise


#### What Are ZoomInfo Operations's Pros and Cons?

**Pros:**

- Data Accuracy (19 reviews)
- Ease of Use (18 reviews)
- Automation (16 reviews)
- Accurate Data (14 reviews)
- Lead Generation (14 reviews)

**Cons:**

- Inaccuracy Issues (10 reviews)
- Expensive (9 reviews)
- Learning Curve (9 reviews)
- Learning Difficulty (9 reviews)
- Steep Learning Curve (9 reviews)

### 9. [Dremio](https://www.g2.com/products/dremio/reviews)
  Dremio is the pioneer of The Agentic Lakehouse—the only data platform built for agents, managed by agents. Organizations need to transform ideas into actions at unprecedented speed—Dremio delivers this agility by equipping AI agents with federated data access, unstructured data processing, and rich business context through its AI Semantic Layer. In the agentic-era, data engineering teams can’t manually tune performance for thousands of users and agents asking unpredictable questions every second. Dremio’s Agentic Lakehouse autonomously manages itself, removing undifferentiated management tasks, allowing engineers to focus on initiatives that drive business results. Dremio’s agentic lakehouse automatically optimizes queries, reorganizes data, and maintains performance at any scale. Dremio is trusted by thousands of global enterprises including Shell, TD Bank, and Michelin, and built on open standards. Dremio co-created Apache Polaris and Apache Arrow, and it's the only lakehouse built natively on Apache Iceberg, Polaris, and Arrow.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 64

**Who Is the Company Behind Dremio?**

- **Seller:** [Dremio](https://www.g2.com/sellers/dremio)
- **Year Founded:** 2015
- **HQ Location:** Santa Clara, California
- **Twitter:** @dremio (5,108 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dremio/ (362 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Financial Services, Information Technology and Services
  - **Company Size:** 50% Enterprise, 40% Mid-Market


#### What Are Dremio's Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Interface Ease-of-Use (4 reviews)
- Cloud Integration (3 reviews)
- Data Security (3 reviews)
- Ease of Access (3 reviews)

**Cons:**

- Difficulty (2 reviews)
- Installation Difficulty (2 reviews)
- Learning Curve (2 reviews)
- Limited Features (2 reviews)
- Poor Documentation (2 reviews)

### 10. [CB Insights](https://www.g2.com/products/cb-insights-cb-insights/reviews)
  CB Insights provides market intelligence for high-stakes decisions. We track and compare the world’s companies. Our AI agents keep you a step ahead of competitors and disruption. From corporate strategy and innovation to M&A and venture investing, teams use CB Insights to answer high-stakes questions like: What markets should we enter next? Which startups could disrupt — or partner with—us? Who’s gaining traction in a space, and why? At the center of CB Insights is a proprietary dataset that tracks millions of private and public companies — covering funding rounds, financials, partnerships, hiring, IP, and more. What sets us apart is how this data is structured, analyzed, and made actionable. CB Insights uniquely applies AI agents trained on our structured data and proprietary research. These agents automate complex workflows — from surfacing relevant companies to analyzing market dynamics — so teams can move from question to insight, faster. Whether you're benchmarking competitors, identifying acquisition targets, or testing new market theses, our AI agents act as force multipliers for strategy, innovation, and corp dev teams. Across industries like pharma, financial services, retail, and enterprise tech, teams rely on CB Insights to: -Track private companies and investment trends globally -Spot early signals of disruption in emerging tech -Benchmark markets and competitors using real-time data -Discover startups for partnership, M&A, or investment -Accelerate GenAI initiatives using high-quality structured data


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 15

**Who Is the Company Behind CB Insights?**

- **Seller:** [CB Insights](https://www.g2.com/sellers/cb-insights)
- **Year Founded:** 2009
- **HQ Location:** New York, US
- **Twitter:** @CBinsights (103,669 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1140722/ (265 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 56% Small-Business, 31% Enterprise


#### What Are CB Insights's Pros and Cons?

**Pros:**

- AI Technology (2 reviews)
- Competitor Insights (2 reviews)
- Chrome Extension (1 reviews)
- Daily Usage (1 reviews)
- Daily Use (1 reviews)

**Cons:**

- Missing Information (2 reviews)
- Inadequate Filtering (1 reviews)
- Limited Customization (1 reviews)
- Limited Data (1 reviews)
- Search Functionality (1 reviews)

### 11. [Forage AI](https://www.g2.com/products/forage-ai/reviews)
  Forage AI is a managed data extraction company specializing in comprehensive, end-to-end solutions. We provide custom web and document extraction services, helping organizations transform unstructured data into structured, ready-to-use formats. With over 500 million websites crawled and 10 million documents processed, Forage AI combines cutting-edge AI with a decade of experience and dependable infrastructure to deliver unmatched data accuracy. Trusted by industry leaders, we provide the scalability and cost-efficiency you need to stay competitive, without the operational overhead.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 8

**Who Is the Company Behind Forage AI?**

- **Seller:** [Forage AI](https://www.g2.com/sellers/forage-ai)
- **Year Founded:** 2017
- **HQ Location:** Eatontown, US
- **LinkedIn® Page:** https://www.linkedin.com/company/forageai (102 employees on LinkedIn®)
- **Phone:** 646 263 9831

**Who Uses This Product?**
  - **Company Size:** 38% Small-Business, 25% Mid-Market


#### What Are Forage AI's Pros and Cons?

**Pros:**

- Efficiency (2 reviews)
- Affordable (1 reviews)
- Automation (1 reviews)
- Customer Support (1 reviews)
- Customization (1 reviews)


### 12. [BuiltWith](https://www.g2.com/products/builtwith/reviews)
  BuiltWith is a comprehensive web intelligence platform that enables users to analyze the technologies employed by websites across the internet. By providing detailed insights into a site's tech stack—including frameworks, analytics tools, hosting providers, and more—BuiltWith serves as a valuable resource for marketers, sales teams, developers, and researchers aiming to understand market trends, generate leads, and monitor competitors. Key Features and Functionality: - Technology Profiling: Instantly identify the technologies used on over 370 million active domains, covering more than 110,000 web technologies. - Lead Generation: Create targeted lists based on specific technologies or attributes, facilitating precise B2B outreach and sales strategies. - Market Analysis: Access historical data and trends on technology adoption, enabling informed business decisions and competitive analysis. - CRM Integration: Seamlessly sync technology data with platforms like Salesforce, HubSpot, and Microsoft Dynamics 365 to enhance customer relationship management. - API Access: Automate technology lookups and integrate BuiltWith data into custom tools and workflows. Primary Value and Solutions Provided: BuiltWith addresses the need for accurate and up-to-date web technology insights, empowering businesses to: - Enhance Lead Generation: Identify potential clients based on their current technology usage, allowing for tailored marketing and sales approaches. - Monitor Competitors: Track competitors' technology stacks to inform strategic decisions and identify market opportunities. - Conduct Market Research: Analyze industry trends and technology adoption patterns to stay ahead in a rapidly evolving digital landscape. - Optimize Sales Strategies: Utilize detailed technology profiles to prioritize leads and personalize outreach efforts, increasing conversion rates. By offering a robust suite of tools for technology tracking, lead generation, and market analysis, BuiltWith equips businesses with the intelligence needed to make data-driven decisions and maintain a competitive edge.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 62

**Who Is the Company Behind BuiltWith?**

- **Seller:** [BuiltWith](https://www.g2.com/sellers/builtwith)
- **Year Founded:** 2007
- **HQ Location:** Manly, NSW
- **Twitter:** @builtwith (3,378 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/588051/ (4 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 52% Mid-Market, 35% Small-Business


#### What Are BuiltWith's Pros and Cons?

**Pros:**

- Lead Generation (1 reviews)
- List Building (1 reviews)

**Cons:**

- Data Quality (1 reviews)
- Inefficiency (1 reviews)

### 13. [Harmonic](https://www.g2.com/products/harmonic/reviews)
  Harmonic's data engine finds startups at the earliest moments and keeps millions of companies and professional profiles updated, allowing users to track company growth, team changes, and funding rounds. Leverage our platform, API, Chrome Extension, or a variety of integrations to access daily-updated company, team, and traction information.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 5

**Who Is the Company Behind Harmonic?**

- **Seller:** [Harmonic](https://www.g2.com/sellers/harmonic)
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/harmonicai/ (73 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 80% Small-Business, 20% Mid-Market


### 14. [InfobelPRO](https://www.g2.com/products/infobelpro/reviews)
  InfobelPRO provides accurate, comprehensive and globally scaled Points of Interest (POI), Business Data (B2B) and Consumer Data (B2C). We offer a range of solutions for businesses that depend on location, business, and consumer data in their operations. Our services include global and country-level data licenses, subscriptions, database access, single data extractions, and more. We provide data in flat files, through applications, via APIs and integrations. Our data, combined with our software, provides comprehensive solutions for businesses of all sizes. Contact our team for a detailed quote.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 5

**Who Is the Company Behind InfobelPRO?**

- **Seller:** [InfobelPRO](https://www.g2.com/sellers/infobelpro)
- **Year Founded:** 1995
- **HQ Location:** Uccle, BE
- **LinkedIn® Page:** https://www.linkedin.com/company/infobel (30 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 80% Small-Business, 20% Enterprise


#### What Are InfobelPRO's Pros and Cons?

**Pros:**

- Data Accuracy (3 reviews)
- Insights Discovery (2 reviews)
- API Integration (1 reviews)
- Customer Support (1 reviews)
- Geolocation Services (1 reviews)

**Cons:**

- Expensive (1 reviews)

### 15. [Tapdata Live Data Platform](https://www.g2.com/products/tapdata-live-data-platform/reviews)
  Tapdata is a Real Time Data Pipelines & Data Hub Product that specializes in modern databases such as MongoDB, ES, Redis & Kafka etc. It is available in cloud, on-prem as well as in open source community version. When used as a data pipeline tool, it enables sub-second latency replication between 100+ data sources & targets, especially from Oracle, MSSQL, DB2 etc. When used as a data hub, it syncs data from any data sources into a centralized data platform, powered by MongoDB/Atlas, to enable downstream applications to access up-to-date and consistent data from a single location, with RESTful API or direct data access.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 5

**Who Is the Company Behind Tapdata Live Data Platform?**

- **Seller:** [TAPDATA](https://www.g2.com/sellers/tapdata)
- **Year Founded:** 2019
- **HQ Location:** Hong Kong, HK
- **LinkedIn® Page:** https://www.linkedin.com/company/tapdatacloud (25 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 40% Mid-Market, 40% Small-Business


### 16. [Stibo Systems MDM](https://www.g2.com/products/stibo-systems-mdm/reviews)
  Stibo Systems offers the most reliable, robust and flexible enterprise-level master data management (MDM) capabilities powered by AI, providing companies with the trustworthy data they need to drive growth, efficiency and transformation. Our MDM solutions include modern, domain-specific cloud services that are ready-to-integrate and backed by Stibo Systems’ commitment to innovation and sustainability. While most enterprises possess significant amounts of data, what they often lack is true clarity. Data is dispersed across a variety of systems, teams, regions and formats, leading to multiple versions that each tell a slightly different story. This inconsistency becomes apparent throughout the organization in everything from delayed product launches and compliance gaps to unreliable reporting, underperforming digital channels, and fragmented customer and supplier experiences. The core issue is not simply accessing data but rather having confidence in its accuracy and reliability. Stibo Systems provides specialized, high-quality MDM solutions that help enterprise businesses harness the full potential of their data – enabling them to scale, adapt and uncover new opportunities without constraints. We are committed to robust, secure and tested solutions and have a focus on long-term business success and environmental, social and governance (ESG) goals. Stibo Systems Platform – also known as STEP by our customers – is a highly flexible SaaS platform that offers best-in-class, enterprise-level MDM capabilities, powered by AI. It enables management of a range of multidomain data assets – from customer and product master data to other critical data – all on the same platform. This single source of truth gives you a consistent view of data, ensuring the reliability and scalability you need to adapt to changing business needs. Fully integrated data management software solutions We offer a complete range of MDM solutions that empower organizations to address their unique business challenges. • Product Experience Data Cloud manages the onboarding, enrichment, governance and distribution of product data across channels, regions and markets, with AI-assisted capabilities to automate content generation and reduce manual effort. • Customer Experience Data Cloud establishes a unified, trusted view of customer data, supporting personalization, segmentation, consent management and data quality across customer touch points. • Business Partner Data Cloud delivers clarity into complex partner hierarchies, relationships and attributes within ecosystem-driven business models. • Supplier Data Cloud centralizes supplier information to support onboarding, governance, risk monitoring, and transparency across global supply chains. • Location Data Cloud standardizes and governs location-based data used in operations, marketing, logistics and asset management. • Sustainability Data Cloud connects enterprise master data with sustainability and ESG metrics to support regulatory reporting, transparency requirements, and long-term environmental initiatives. AI and agentic workflows Stibo Systems provides the clean, consistent and governed data that AI and agentic workflows require to deliver accurate, unbiased and explainable outcomes. AI capabilities and tools are also embedded in Stibo Systems’ MDM solutions. Generative AI tools, data matching and merging, data quality enrichment, and anomaly detection reduce time to market and risk. MDM ensures that AI has the right data to learn from, while AI continuously improves the quality and efficiency of MDM processes. This creates a resilient data ecosystem where both systems reinforce each other. Recent recognition In Q2 2025, Stibo Systems was recognized as a Leader in The Forrester Wave™ for Master Data Management Solutions, reflecting its ability to support complex, large-scale, multidomain data initiatives. For organizations asking a simple but critical question – Can we trust the data driving our decisions? – Stibo Systems provides the structure and the governance needed to move from fragmented information to confident, outcome-driven execution.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 16

**Who Is the Company Behind Stibo Systems MDM?**

- **Seller:** [Stibo Systems](https://www.g2.com/sellers/stibo-systems)
- **Year Founded:** 1976
- **HQ Location:** Hojbjerg, Denmark
- **Twitter:** @StiboSystems (2,220 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/12573/ (840 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 59% Enterprise, 29% Mid-Market


### 17. [People Data Labs](https://www.g2.com/products/people-data-labs/reviews)
  We handle the heavy-lifting of data collection, so you can build innovative and compliant data solutions at scale. Every day, our clients use our data to build person profiles, enrich person records, power predictive modeling, drive artificial intelligence, and build new tools to make their teams more efficient, productive, and successful. We’re proud to be the preferred data partner to the data science and engineering teams building the next generation of data-driven products and services. Sign Up for a Free API Key and start enriching profiles for free, no credit card required.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 15

**Who Is the Company Behind People Data Labs?**

- **Seller:** [People Data Labs](https://www.g2.com/sellers/people-data-labs-c5a31d58-6904-403e-8c68-ee82af5b61e5)
- **Year Founded:** 2015
- **HQ Location:** San Francisco, CA
- **Twitter:** @PeopleDataLabs (1,318 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/peopledatalabs (91 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software
  - **Company Size:** 59% Small-Business, 41% Mid-Market


#### What Are People Data Labs's Pros and Cons?


**Cons:**

- Credit Limitations (1 reviews)
- Inefficiency (1 reviews)
- Poor Customer Support (1 reviews)

### 18. [Rhetorik360](https://www.g2.com/products/rhetorik360/reviews)
  Rhetorik, a Lightcast Company is a premium, globally focused solution for skill-aware go-to-market and workforce strategies. It delivers actionable insights to help organizations identify and engage the right individuals and businesses. With the largest known database of globally compliant professional and company profiles, Rhetorik sets a new standard for trust, accuracy, and compliance. Its AI-powered platform supports a wide range of use cases, including sales, marketing, recruiting, investment banking, and more, with flexible delivery through platforms, APIs, and managed services. Whether enriching data, sourcing talent, or targeting prospects, Rhetorik empowers teams to operate with precision and confidence. \_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_ Neuron360 by Rhetorik: Unified Global B2B Intelligence Neuron360 is the unified B2B intelligence platform from Rhetorik, a Lightcast Company, designed for organizations serious about executing a skill-aware go-to-market and workforce strategy. It brings together the world's largest, most compliant B2B datasets into a single, AI-powered source. Key Data Assets (Updated Volume Stats) Neuron360 unifies and integrates vast, continuously refreshed global data, ensuring you have the highest quality information for every decision: 290M+ Global Company Profiles 870M+ Professional People Profiles 80M+ Verified & GDPR Compliant Contact Records (including emails and phone numbers) International Technographic Coverage at both the enterprise and worksite level. AI-Powered Precision & Compliance Rhetorik sets the new standard for trust, accuracy, and compliance. Neuron360's platform is driven by AI to deliver actionable insights, providing features like language translation, industry-leading normalization, and innovative contact-level lead targeting. Compliant by Design: Data is verified and compliant with global regulations (e.g., GDPR, CCPA), giving you confidence in your outreach. High-Fidelity Profiles: Beyond standard firmographics and demographics, you gain access to social handles, location-level sizing, and in-depth technographics. Solutions Empowered by Neuron360 Neuron360 delivers the precision needed for a wide range of critical use cases, whether you are enriching data, sourcing talent, or targeting high-value prospects. Sales & Marketing: Enhance segmentation and targeting with unified profile data to run highly personalized and effective campaigns. Recruiting & Workforce Planning: Identify and engage top talent globally using skill-based and firmographic data for strategic sourcing. Product & Data Development: Access the full data firehose via APIs or batch delivery to embed B2B intelligence directly into your products or data lakes. Investment Banking & Research: Leverage comprehensive, verified company and contact data for due diligence and market analysis. Neuron360 empowers teams to operate with precision and confidence by delivering the global B2B data you need, with flexible delivery options through platforms, APIs, and managed services.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 6

**Who Is the Company Behind Rhetorik360?**

- **Seller:** [Rhetorik](https://www.g2.com/sellers/rhetorik)
- **HQ Location:** 232 N Almon St, Moscow, ID 83843
- **LinkedIn® Page:** https://www.linkedin.com/company/rhetorik/ (64 employees on LinkedIn®)
- **Phone:** 1 (208) 883-3500

**Who Uses This Product?**
  - **Company Size:** 67% Small-Business, 33% Mid-Market


#### What Are Rhetorik360's Pros and Cons?

**Pros:**

- Affordable (1 reviews)
- Contact Information (1 reviews)
- Data Accuracy (1 reviews)
- Ease of Use (1 reviews)
- Effective (1 reviews)

**Cons:**

- Lead Quality (1 reviews)
- Limited Geographic Coverage (1 reviews)
- Technical Issues (1 reviews)

### 19. [Promethium](https://www.g2.com/products/promethium/reviews)
  Promethium delivers self-service data at AI scale through its revolutionary Instant Data Fabric™ — the first agentic platform purpose-built for modern enterprises. Unlike traditional data architectures that require complex ETL pipelines and data movement, Promethium provides real-time, zero-copy access to distributed data across cloud, on-premises, and SaaS platforms. The platform's 360° Context Engine aggregates technical and business metadata to ensure accurate, contextual responses, while Mantra™, our Data Answer Agent, enables teams to build and share reusable data products instantly. Promethium empowers data teams to respond 10x faster to business questions while maintaining enterprise-grade governance and security.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 13

**Who Is the Company Behind Promethium?**

- **Seller:** [Promethium](https://www.g2.com/sellers/promethium)
- **Year Founded:** 2018
- **HQ Location:** Menlo Park, US
- **Twitter:** @PromethiumI (363 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/pm61data/ (38 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 46% Mid-Market, 31% Enterprise


#### What Are Promethium's Pros and Cons?

**Pros:**

- Insights (4 reviews)
- Analytics (3 reviews)
- Collaboration (2 reviews)
- Data Management (2 reviews)
- Data Visualization (2 reviews)

**Cons:**

- Complexity (1 reviews)
- Complex Usage (1 reviews)
- Difficult Learning (1 reviews)
- Lacking Features (1 reviews)
- Limited Features (1 reviews)

### 20. [AlphaRank](https://www.g2.com/products/alpharank/reviews)
  AlphaRank uses social contagion science, creating analytics from historical transaction/purchase data and identifies influential customers.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind AlphaRank?**

- **Seller:** [Alpharank](https://www.g2.com/sellers/alpharank)
- **Year Founded:** 2015
- **HQ Location:** Redwood City, US
- **LinkedIn® Page:** https://www.linkedin.com/company/alpharank/ (16 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


### 21. [Data as a Service (DaaS)](https://www.g2.com/products/data-as-a-service-daas/reviews)
  DaaS is a solution that provides clients with a single source for all their mutual fund and pooled asset data needs and delivers access to real-time data, improving transparency and reducing risk. Data sets include, Dividend Data, Pricing & Rates and Corporate Actions. With DaaS, firms can expect to: Reduce financial and reputational risk by eliminating the chance of inaccurate or missing data and customizing data elements to only reflect those pertinent to the firm's investment universe. Experience cost savings and efficient processes through exception-based processes and automated workflows. Easily integrate data with configurable data file formats for clean and consistent data throughout internal systems. DaaS allows distribution firms to utilize the same software used by large servicing organizations to aggregate and curate fund data. DaaS, leveraging our Asset Services team, efficiently and effectively supports distribution of mutual funds without requiring an operations team to manage it.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Data as a Service (DaaS)?**

- **Seller:** [Delta Data](https://www.g2.com/sellers/delta-data)
- **Year Founded:** 1985
- **HQ Location:** Columbus, Georgia, United States
- **LinkedIn® Page:** https://www.linkedin.com/company/delta-data-software (80 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 22. [DataTrust](https://www.g2.com/products/datatrust/reviews)
  DataTrust (formerly “RDt”) is what you need to ensure that you can rely on your data when making decisions. It's everything you need to for both data quality and data observability -profile data, automatically detect anomalies, automatically generate business rules, and validate and reconcile data either for one-time migrations or for on-going data operations. And it's all low-code/no-code and powered by generative AI.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 13

**Who Is the Company Behind DataTrust?**

- **Seller:** [RightData](https://www.g2.com/sellers/rightdata)
- **Year Founded:** 2016
- **HQ Location:** Atlanta, US
- **Twitter:** @GetRightData (119 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/getrightdata (82 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 38% Enterprise, 31% Mid-Market


#### What Are DataTrust's Pros and Cons?

**Pros:**

- Ease of Use (2 reviews)
- Time-saving (2 reviews)
- User Interface (2 reviews)
- Bug Detection (1 reviews)
- Customer Support (1 reviews)

**Cons:**

- Performance Issues (2 reviews)
- Slow Performance (2 reviews)
- Bug Issues (1 reviews)
- Complex Setup (1 reviews)
- Integration Issues (1 reviews)

### 23. [eQube®-DaaS Platform](https://www.g2.com/products/eqube-daas-platform/reviews)
  eQube®-DaaS is a Low/No-Code Data Integration & Analytics Platform that establishes a Data Fabric connecting various sources in an organization. It enhances visibility and enables insights through two suites: Integration and Analytics. Users can handle diverse data types, formats, speeds, systems, application or device without requiring coding, ensuring secure collaboration across networks. Deployable on-premises, in multi-cloud, or hybrid setups, eQube®-DaaS consists of six components: eQube®-MI (Migration & Integration), eQube®-TM (Transformation Modeler), eQube®-AG (API Gateway), eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler), for versatile data management solutions. These components can be used individually or in combination to create a comprehensive data management solution.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind eQube®-DaaS Platform?**

- **Seller:** [eQ Technologic](https://www.g2.com/sellers/eq-technologic)
- **Year Founded:** 2000
- **HQ Location:** Costa Mesa, US
- **Twitter:** @1eQTechnologic (57 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/eq-technologic (916 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


#### What Are eQube®-DaaS Platform's Pros and Cons?

**Pros:**

- Automation (1 reviews)
- Ease of Use (1 reviews)
- Easy Integrations (1 reviews)
- Easy Setup (1 reviews)
- Functionality (1 reviews)

**Cons:**

- Expensive (1 reviews)

### 24. [Informatica Cloud Data Marketplace](https://www.g2.com/products/informatica-cloud-data-marketplace/reviews)
  Informatica Cloud Data Marketplace is a comprehensive platform designed to facilitate secure and efficient data sharing within organizations. It offers a user-friendly, e-commerce-like experience that enables data consumers to discover, request, and access curated data products, including datasets, AI/ML models, and data pipelines. By automating data provisioning and aligning with governance policies, the platform ensures that data sharing is both streamlined and compliant. This approach empowers teams to make informed decisions by leveraging trusted data assets, thereby enhancing productivity and fostering collaboration across the enterprise. Key Features and Functionality: - Package and Publish Data Products: Share and promote curated datasets, AI/ML models, and pipelines from a broad variety of sources. - Automate Data Provisioning and Delivery: Streamline processes from order to delivery and easily track operational metrics. - Provide Relevant Context and Guidance: Enhance data literacy through insights and reviews to promote next-best actions to take on data. - Facilitate Collaboration Across Teams: Share insights and connect teams across the enterprise with chat, reviews, alerts, and user ratings. Primary Value and User Solutions: Informatica Cloud Data Marketplace addresses the challenge of data democratization by providing a centralized platform for data sharing. It enables organizations to maximize the use and value of their data by responsibly sharing trusted data products that fuel analytics and AI initiatives. By empowering data consumers with self-service access, teams can locate, request, and evaluate relevant data efficiently. Additionally, the platform boosts operational efficiency by automating trusted data sharing processes aligned with governance policies, ensuring compliance and reducing manual efforts.


  **Average Rating:** 3.5/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Informatica Cloud Data Marketplace?**

- **Seller:** [Informatica](https://www.g2.com/sellers/informatica)
- **Year Founded:** 1993
- **HQ Location:** Redwood City, CA
- **Twitter:** @Informatica (99,782 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3858/ (2,930 employees on LinkedIn®)
- **Ownership:** NYSE: INFA

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise


### 25. [Metrikus](https://www.g2.com/products/metrikus/reviews)
  Whether you’re using building data to analyze, visualize or build, the chaotic state of that data is wasting your time, money and other resources. Our solution transforms that chaos into clarity by aggregating and normalizing data from a range of trusted sources and gives you access to exactly what you need. With our web application or via our APIs, you’ll get meaningful insights to help you and your stakeholders make better decisions and focus on the big challenges.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Metrikus?**

- **Seller:** [Metrikus LTD](https://www.g2.com/sellers/metrikus-ltd)
- **Year Founded:** 2019
- **HQ Location:** London, GB
- **Twitter:** @wearemetrikus (2,111 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/metrikus-ltd/ (28 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise



    ## What Is Data as a Service (DaaS) Software?
  [IT Management Software](https://www.g2.com/categories/it-management)
  ## What Software Categories Are Similar to Data as a Service (DaaS) Software?
    - [Market Intelligence Software](https://www.g2.com/categories/market-intelligence)