# Best AWS Marketplace Software - Page 150

## How Many AWS Marketplace Software Products Does G2 Track?

**Total Products under this Category:** 2,544

### Category Stats (Aug 2026)

- **Average Rating:** 4.39/5 (↓0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ELK Kubernetes Container Solution Stack (+1.95%) - Among all products in this category, ELK Kubernetes Container Solution Stack recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank AWS Marketplace Software Products?

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

- 30 Analysts and Data Experts
- 29,700+ Authentic Reviews
- 2,544+ Products
- Unbiased Rankings

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

**Sponsored**

### Fortinet Managed Rules for AWS WAF

Fortinet’s WAF rulesets are additional security signatures that can be used to enhance the protections included in the base AWS WAF product. They are updated on a regular basis to include the latest threat intelligence from the award-winning FortiGuard Labs. The Complete OWASP Top 10 Ruleset provides a comprehensive package for web application protection offered by Fortinet to help address the OWASP Top 10 web application threats. Includes protection for various Injection attacks such as SQL and command Injection , Cross Site Scripting, General and Known Exploits, Malicious Bots and Common Vulnerabilities and Exposures (CVE).

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2598&secure%5Bchosen_at%5D=2026-08-01T18%3A24%3A06Z&secure%5Bdisplayable_resource_id%5D=2598&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2598&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=145276&secure%5Bresource_id%5D=2598&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Faws-marketplace%3Fpage%3D150&secure%5Btoken%5D=467eb034b20403a6c20df6f37d575f1cbd7c54c294bccb3233781663eeb0a109&secure%5Burl%5D=https%3A%2F%2Fwaf-security.com%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_id%3Ddirect-publisher&secure%5Burl_type%5D=custom_url)

### [SpeedWise ML](https://www.g2.com/products/speedwise-ml/reviews)

SpeedWise® ML (SML) is a web-based software platform allowing everyone and every company to conduct cutting-edge machine learning practices and predictive analysis. Through the platform, everyone, with or without a deep understanding of machine learning, will be able to deliver high-quality production-level models through a few mouse clicks within minutes, without typing a single line of code. • Master machine learning easily without a data science background. • Powerful data preprocessing capabilities and intelligent data capture make data wrangling easy and fast. • Save time training and refining ML models rather than on countless coding hours (python knowledge not needed). • SML allows training of different models at the same time, displaying which is best. • Robust reporting conveys model validity. • Solve universal machine learning problems with a fast and intuitive data science workflow. SpeedWise® ML can be used by any company or organization that has data that is not yet fully exploited. This technology is applicable to any industry or sector, and it simply requires uploading an input data table (e.g., a .csv file) to start triggering thousands of machine learning models.

**Average Rating:** 2.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate SpeedWise ML?

- **Quality of Support:** 6.7/10 (Category avg: 8.5/10)
- **Ease of Use:** 5.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind SpeedWise ML?

- **Seller:** [QRI](https://www.g2.com/sellers/qri)
- **Year Founded:** 2007
- **HQ Location:** Houston, US
- **Twitter:** @QRI  
88 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8b5b8038af60186acdf16b2cc86d31411ecf67572f60c65cfe535e81e102ed3a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqri&secure%5Burl_type%5D=linkedin_company_website)  
131 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

### [Spend Passion](https://www.g2.com/products/spend-passion/reviews)

Analyze low-utilization credit card users customer data to discover spend behavior and relationships between products or services.

#### Who Is the Company Behind Spend Passion?

- **Seller:** [ElectrifAi](https://www.g2.com/sellers/electrifai-6f99f1b0-33e0-489e-acf4-a875e256745d)
- **Year Founded:** 2004
- **HQ Location:** Jersey City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3bf532f9fd4f390ca03b10f0e632cc3637c89850b560cea72055c9e9bbce35b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Felectrifai&secure%5Burl_type%5D=linkedin_company_website)  
65 employees on LinkedIn®

### [Spherical Defense API Security](https://www.g2.com/products/spherical-defense-api-security/reviews)

Spherical Defense is an advanced API security solution that leverages unsupervised deep learning to autonomously protect APIs from a wide range of cyber threats. By continuously analyzing API traffic patterns, it builds a dynamic model of normal behavior, enabling the detection of anomalies and potential attacks without the need for manual configuration or predefined rules. This approach ensures robust protection against both known and emerging threats, including zero-day attacks, while minimizing false positives and maintaining optimal performance. Key Features and Functionality: - Rapid Deployment: Spherical Defense can be deployed on-premise or in a private cloud environment, with a simple 1-click installation process on AWS. Security models begin detecting malicious behavior within approximately four hours. - Unattended Learning: The system operates autonomously, continuously learning and adapting to new API traffic patterns without requiring human intervention. This ensures that the security model evolves alongside application changes and user behavior. - Comprehensive Threat Detection: Spherical Defense protects against various threats, including excessive data exposure, malicious injections , improper asset management, sensitive information transmission, authorized stateful attacks, mass assignment vulnerabilities, and adversarial API fuzzing. - Easy Integration: The solution integrates seamlessly with existing infrastructures, including API gateways and service meshes, without the need for extensive configuration. It supports inbound integrations using AWS Lambda functions and outbound integrations for event monitoring. - Secure and Confidential: All data remains within the user's network, ensuring that sensitive information is not exposed to third parties. The system operates without requiring external access to data, maintaining confidentiality and compliance with data protection regulations. Primary Value and Problem Solved: Spherical Defense addresses the critical need for robust API security in an era where APIs constitute a significant portion of web traffic and are frequent targets for cyberattacks. Traditional security measures often rely on static rules and signatures, which can be ineffective against sophisticated and evolving threats. By employing unsupervised deep learning, Spherical Defense provides a dynamic and adaptive security solution that detects and mitigates both known and unknown threats in real-time. This not only enhances the security posture of organizations but also reduces the operational burden associated with manual configuration and the management of false positives, allowing security teams to focus on strategic initiatives.

#### Who Is the Company Behind Spherical Defense API Security?

- **Seller:** [Spherical Defense](https://www.g2.com/sellers/spherical-defense)
- **Year Founded:** 2017
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6a6ab3d28611151e217ce5614cd1417c0b1b47a8307d5b3fe66a0cdff985d778&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10328269&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [SPi SPARK](https://www.g2.com/products/spi-spark/reviews)

SPi Spark - Invoice Extraction Platform transforms the existing time consuming, error prone and manual invoice processes. It is an enterprise solution that uses artificial intelligence to automatically extract key data elements from invoices. The platform is able to handle invoices in various formats such as pdf and scanned pdfs with very high accuracy. It can be easily integrated with existing business workflows and requires no training.

#### Who Is the Company Behind SPi SPARK?

- **Seller:** [Straive](https://www.g2.com/sellers/straive)
- **Year Founded:** 1980
- **HQ Location:** Singapore, Singapore
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fac367acb64ab0b310d9dc9aa7f09cdd42f6ad02bfcd75b3daf921ae5a7f7d76&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstraive_%2F&secure%5Burl_type%5D=linkedin_company_website)  
12,349 employees on LinkedIn®

### [Spline Labeling - Multiple Curves](https://www.g2.com/products/spline-labeling-multiple-curves/reviews)

Product Description: Spline Labeling - Multiple Curves is a Jupyter Notebook application designed to facilitate the creation of multiple configurable splines and hierarchical labels within images. This tool is particularly beneficial for machine learning practitioners and data annotators who require precise and efficient labeling capabilities. By leveraging this application, users can enhance the quality of their datasets, leading to more accurate model training and improved performance in tasks such as object detection and image classification. Key Features and Functionality: - Spline Keypoints: Enables the creation and manipulation of multiple splines, allowing for detailed and flexible annotation of image features. - Hierarchical Labels: Supports the assignment of hierarchical labels, facilitating structured and organized annotation processes. - Machine Learning Integration: Designed to seamlessly integrate with machine learning workflows, enhancing the efficiency of data preparation and annotation tasks. Primary Value and Problem Solved: Spline Labeling - Multiple Curves addresses the challenge of efficiently creating detailed and structured annotations in image datasets. By providing tools for configurable splines and hierarchical labeling, it streamlines the annotation process, reducing manual effort and minimizing errors. This leads to higher-quality datasets, which are crucial for training accurate and reliable machine learning models.

#### Who Is the Company Behind Spline Labeling - Multiple Curves?

- **Seller:** [Objectways Technologies](https://www.g2.com/sellers/objectways-technologies-b19f2271-2f71-4bf2-8992-f6c8ba80096b)
- **Year Founded:** 2014
- **HQ Location:** Scottsdale, US
- **Twitter:** @objectways  
64 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d5f5a99cda56bfe6021a203bbd89a7cdd9384640d5799d72804a3f07e5bc2113&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fobjectways%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,584 employees on LinkedIn®

### [Spline Video Labeling](https://www.g2.com/products/spline-video-labeling/reviews)

Spline Video Labeling is a Jupyter Notebook application designed to facilitate the preparation and annotation of video data for machine learning tasks. It enables users to efficiently split input videos into frames, generate input manifests, and create video templates compatible with Amazon SageMaker Ground Truth workflows. Key Features and Functionality: - Data Preparation: Automatically splits input videos into individual frames, simplifying the process of preparing video data for analysis. - Manifest Generation: Creates input manifests required for Amazon SageMaker Ground Truth, streamlining the integration of video data into machine learning pipelines. - Video Template Creation: Develops video templates tailored for SageMaker Ground Truth workflows, facilitating efficient labeling and annotation processes. - Ease of Installation: Designed for straightforward deployment, allowing users to set up and begin using the tool with minimal effort. Primary Value and Problem Solved: Spline Video Labeling addresses the challenges associated with preparing and annotating video data for machine learning applications. By automating the extraction of frames and the creation of necessary input files, it significantly reduces the time and effort required for data preparation. This efficiency enables data scientists and machine learning practitioners to focus more on model development and less on the labor-intensive tasks of data preprocessing and annotation.

#### Who Is the Company Behind Spline Video Labeling?

- **Seller:** [Objectways Technologies](https://www.g2.com/sellers/objectways-technologies-b19f2271-2f71-4bf2-8992-f6c8ba80096b)
- **Year Founded:** 2014
- **HQ Location:** Scottsdale, US
- **Twitter:** @objectways  
64 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d5f5a99cda56bfe6021a203bbd89a7cdd9384640d5799d72804a3f07e5bc2113&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fobjectways%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,584 employees on LinkedIn®

### [Splunk Advanced Health Check](https://www.g2.com/products/splunk-advanced-health-check/reviews)

LCN's Splunk Health Check provides customers with the option of license, hardware, versioning, application, data modeling, and security diagnostics of their Splunk environment. The Splunk Health Check will be executed by a certified Splunk architect who provides a full report including feedback and consultation of the customers' Splunk environment. Customers can take advantage of the services that are available under the program to meet their ongoing technical support and consulting needs.

#### Who Is the Company Behind Splunk Advanced Health Check?

- **Seller:** [LCN Services](https://www.g2.com/sellers/lcn-services)
- **HQ Location:** San Francisco, CA
- **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®

### [Splunk Intermediate Health Check](https://www.g2.com/products/splunk-intermediate-health-check/reviews)

This service is structured to provide the Customer with the option of license, hardware, versioning, application, data modeling, and security diagnostics on the Customers’ current Splunk environment. The Splunk Wellness and Health Check will be executed by a certified Splunk architect who provides a full report including feedback and consultation of the Customers’ Splunk environment.

#### Who Is the Company Behind Splunk Intermediate Health Check?

- **Seller:** [LCN Services](https://www.g2.com/sellers/lcn-services)
- **HQ Location:** San Francisco, CA
- **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®

### [Spot by NetApp Enterprise](https://www.g2.com/products/spot-by-netapp-enterprise/reviews)

Spot by NetApp is the 'easy button' for CloudOps teams. Predictive analytics and automation provides insights, guidance and advanced scaling for cloud infrastructure, continuously optimizing cost, utilization and availability of cloud compute resources. This eliminates the burden of manually managing infrastructure while delivering up to 90% savings.

#### Who Is the Company Behind Spot by NetApp Enterprise?

- **Seller:** [Spot by NetApp](https://www.g2.com/sellers/spot-by-netapp)
- **HQ Location:** San Francisco California, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=95823d4315822dd8146ae7479563c984f656c17eb2acb8c6f8c1189d80428141&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspothq%2F&secure%5Burl_type%5D=linkedin_company_website)  
234 employees on LinkedIn®

### [Spot by NetApp PAYG](https://www.g2.com/products/spot-by-netapp-payg/reviews)

Spot by NetApp automates and continuously optimizes cloud compute infrastructure, helping companies reduce their compute costs by up to 90% while ensuring scalability and availability.

#### Who Is the Company Behind Spot by NetApp PAYG?

- **Seller:** [Spot by NetApp](https://www.g2.com/sellers/spot-by-netapp)
- **HQ Location:** San Francisco California, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=95823d4315822dd8146ae7479563c984f656c17eb2acb8c6f8c1189d80428141&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspothq%2F&secure%5Burl_type%5D=linkedin_company_website)  
234 employees on LinkedIn®

### [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews)

Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packaging options tailored to meet the diverse needs of teams at various stages of their visual data science journey. Turn raw data into real-time decisions with powerful, interactive visual analytics with Spotfire® Analytics. Spotfire Analytics is designed for business agility, enabling every user to explore data visually, uncover patterns quickly, and make confident, data-driven decisions without writing a single line of code. As a self-service visual data science solution, it empowers teams across roles and departments to gain fast, actionable insights that drive impact. With its no-code interactive dashboards and rich visual exploration capabilities, Spotfire Analytics connects natively to hundreds of cloud, on-premises, and real-time data sources. Built-in geoanalytics extend the power of analysis with multi-layer mapping and seamless integration of spatial data, while data wrangling and transformation can be performed directly within the visual interface, making it easy to clean, shape, and blend data as you analyze. AI-assisted recommendations and anomaly detection help uncover hidden patterns, suggest the most meaningful visualizations, and accelerate the path to discovery. Customizable visualizations, workflows, and an intuitive interface ensure that insights are not only easier to create but also easier to share. With seamless collaboration features, Spotfire Analytics enables teams to work together, align on insights, and act decisively. Whether the goal is to analyze trends, detect anomalies, or unlock location-based intelligence, Spotfire Analytics delivers the speed, flexibility, and depth needed to make smarter decisions with confidence. Explore and understand your data visually, uncover hidden insights, and build powerful analytics applications - all without writing a single line of code. Spotfire Analytics combines advanced interactive visualizations and intuitive data wrangling in one environment. Connect to hundreds of data sources, from files to real-time streaming data, and transform messy data directly within your visuals. Built-in AI recommendations help you find patterns, anomalies, and trends faster. With flexible visualizations, spatial analytics, and custom applications, anyone can turn raw data into actionable insights in minutes. Designed for business agility, Spotfire Analytics empowers every user to explore, analyze, and share results confidently - turning questions into decisions. Best for: Analysts, data-savvy professionals, and teams looking to explore and share data visually with maximum flexibility.

**Average Rating:** 4.2/5.0

**Total Reviews:** 328

#### How Do G2 Users Rate Spotfire Analytics?

- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 8.7/10)
- **Quality of Support:** 7.8/10 (Category avg: 8.5/10)
- **Ease of Admin:** 7.8/10 (Category avg: 8.6/10)
- **Ease of Use:** 8.1/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Spotfire Analytics?

- **Seller:** [Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744)
- **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=7dcd1e227e53d0c4eb587e0a0cf8209fa1226ac43f34c44e1a9a242dcc4e5672&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspotfire%2F&secure%5Burl_type%5D=linkedin_company_website)  
103 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Student, Manager
- **Top Industries:** Oil & Energy, Information Technology and Services
- **Company Size:** 52% Large, 26% Medium

#### What Do G2 Reviewers Say About Spotfire Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Spotfire's **ease of use** exceptional, enabling quick data visualization even for complex datasets.
- Users appreciate the **powerful and flexible data visualization capabilities** of Spotfire Analytics, making complex data exploration effortless.
- Users praise **Spotfire Analytics for transforming complex data into user-friendly interactive visualizations** , making analysis accessible to all team members.
- Users praise the **easy integrations** of Spotfire Analytics, seamlessly connecting diverse data sources for powerful analysis.
- Users love Spotfire Analytics for its **seamless integration and powerful visualization features** , enhancing decision-making and saving valuable time.

##### Cons

- Users find the **learning curve steep** for Spotfire Analytics, particularly with advanced features and data modeling skills.
- Users find **learning difficult** due to the overwhelming number of functions and complex features in Spotfire Analytics.
- Users find Spotfire Analytics to be **relatively expensive** compared to competitors, with high licensing and maintenance costs.
- Users find the **steep learning curve** of Spotfire Analytics challenging, especially regarding advanced features and user interface.
- Users often find the **complexity of Spotfire Analytics** overwhelming initially, especially those new to data modeling or scripting.

#### What Are Recent G2 Reviews of Spotfire Analytics?

**["A Comprehensive Analytics Platform for Deep, Real-Time Data Insights"](https://www.g2.com/survey_responses/spotfire-analytics-review-11828634)**

**Rating:** 5.0/5.0 stars

_— Manan B._

[Read full review](https://www.g2.com/survey_responses/spotfire-analytics-review-11828634)

**["Where data science becomes visual—and actually useful!"](https://www.g2.com/survey_responses/spotfire-analytics-review-11661595)**

**Rating:** 5.0/5.0 stars

_— Leandro A._

[Read full review](https://www.g2.com/survey_responses/spotfire-analytics-review-11661595)

#### What Are G2 Users Discussing About Spotfire Analytics?

- [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) - 1 comment
- [What is TIBCO Data Science used for?](https://www.g2.com/discussions/what-is-tibco-data-science-used-for)
- [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) - 2 comments
- [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) - 1 comment
- [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) - 1 comment

### [Spree](https://www.g2.com/products/spree/reviews)

Spree is an open-source e-commerce platform built with Ruby on Rails, designed to provide businesses with a flexible and scalable solution for creating and managing online stores. Its modular architecture allows for extensive customization, enabling users to tailor the platform to their specific needs. Spree supports multi-store and multi-vendor marketplaces, making it suitable for a wide range of e-commerce applications. Key Features and Functionality: - Storefront Customization: Easily customize your homepage, product listings, and product detail pages. Use the default storefront or connect your own frontend application. - Multi-Region & Multi-Store Support: Manage unlimited products and variants individually or in bulk. Categorize, label, and add custom attributes. Generate gift cards or discounts with a robust promo rule engine. - Inventory Management: Manage stock levels across sales channels and locations. Track stock movements, receive stock, and make transfers. Make products available or discontinued on a given date. - Cart & Checkout: Customize checkout to reflect your business logic. Style it to be on-brand. Manage shipping and tax calculations. Enable fast checkout with Apple Pay or Google Pay. - Payments & Refunds: Capture payments with cards, Apple Pay, Google Pay, Buy Now Pay Later , local bank transfers, and redirects. Use one or multiple payment processors. Automate refunds. - Order & Return Management: Manage orders via the admin dashboard or rely on automated order processing. Use order splitting by vendor in a dropshipping model. Support partial or full returns and exchanges. - Order Fulfillment: Manage shipping across regions and warehouses. Use any shipping provider or aggregator. Track shipments in real-time with email notifications for customers. - Emails & Marketing Automations: Customize on-brand email notifications for customers around any order-related events. Automate post-purchase upselling, such as abandoned cart emails or other scenarios. - API & Integrations: Connect Spree to any custom user interface, such as a Next.js storefront or a mobile app. Integrate Spree with any system using APIs or webhooks, such as WMS, ERP, or CRM. Primary Value and User Solutions: Spree empowers businesses to build and manage customized e-commerce solutions that align with their unique requirements. Its open-source nature and modular design provide the flexibility to adapt and scale as businesses grow. By offering comprehensive features like multi-store support, advanced inventory management, and seamless integrations, Spree addresses the complexities of modern e-commerce, enabling users to deliver exceptional shopping experiences to their customers.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Spree?

- **Seller:** [Jetware](https://www.g2.com/sellers/jetware-c6839872-6292-4a7b-973d-ac6da2ceaa45)
- **Year Founded:** 2017
- **HQ Location:** Roma, IT
- **Twitter:** @jetware\_io  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776dc0660ec4fdc63006d90be47aaeb7018753ef0374aaafb08e80dd0af0063f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjetware.org%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

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

**["Unique concept"](https://www.g2.com/survey_responses/spree-review-7466425)**

**Rating:** 5.0/5.0 stars

_— Harshil Ketan P._

[Read full review](https://www.g2.com/survey_responses/spree-review-7466425)

### [Spring Cloud Data Flow Shell Container Solution](https://www.g2.com/products/spring-cloud-data-flow-shell-container-solution/reviews)

The Bitnami Container Solution for Spring Cloud Data Flow Shell provides a secure, up-to-date, and customizable environment for interacting with the Spring Cloud Data Flow server. This tool facilitates the management and orchestration of data pipelines, enabling users to efficiently handle data processing tasks. Key Features and Functionality: - Secure and Up-to-Date: Bitnami ensures that the container is regularly updated and patched, maintaining a secure environment for data flow operations. - Customizable Deployment: The solution offers flexibility in configuration, allowing users to tailor the environment to their specific requirements. - Lightweight and Efficient: Designed with a minimal base image, the container is optimized for performance and resource efficiency. - Compatibility with AWS Services: The container can be deployed on Amazon Elastic Kubernetes Service (EKS and Amazon Elastic Container Service (ECS, providing seamless integration with AWS infrastructure. Primary Value and User Benefits: The Bitnami Container Solution for Spring Cloud Data Flow Shell simplifies the deployment and management of data pipelines by offering a ready-to-use, secure, and efficient environment. Users can focus on developing and orchestrating data processing tasks without the overhead of configuring and maintaining the underlying infrastructure. The solution's compatibility with AWS services ensures scalability and reliability, addressing the needs of organizations seeking robust data flow management capabilities.

#### Who Is the Company Behind Spring Cloud Data Flow Shell Container Solution?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

### [Spring Cloud Skipper Container Solution](https://www.g2.com/products/spring-cloud-skipper-container-solution/reviews)

The Bitnami Container Solution for Spring Cloud Skipper Shell provides a secure, up-to-date, and customizable environment for managing the lifecycle of Spring Boot applications across multiple cloud platforms. Spring Cloud Skipper is a package manager that facilitates the installation, upgrading, and rollback of Spring Boot applications, enabling continuous deployment practices. This container solution offers a streamlined interface for interacting with the Spring Cloud Data Skipper server, ensuring efficient application management. Key Features and Functionality: - Secure and Up-to-Date: Bitnami ensures that the container is regularly updated and patched for vulnerabilities, providing a secure environment for application management. - Customizable Deployment: The solution is designed to be flexible, allowing users to configure and deploy applications according to their specific requirements. - Multi-Platform Support: Spring Cloud Skipper supports deployment on various platforms, including Local, Cloud Foundry, and Kubernetes, offering versatility in application management. - Package Management: Applications are bundled as packages containing templated configuration files and default values, which can be overridden during installation or upgrades. - Lifecycle Management: Skipper orchestrates the upgrade and rollback procedures of applications between different versions, taking the minimal set of actions to bring the system to the desired state. Primary Value and Problem Solved: The Bitnami Container Solution for Spring Cloud Skipper Shell addresses the complexities associated with managing the lifecycle of Spring Boot applications across diverse cloud environments. By providing a secure, customizable, and multi-platform tool, it simplifies the processes of application deployment, upgrading, and rollback. This solution enables organizations to implement continuous deployment practices effectively, reducing downtime and ensuring that applications are consistently up-to-date and secure.

#### Who Is the Company Behind Spring Cloud Skipper Container Solution?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

### [SQL 2017 Enterprise on Windows 2019](https://www.g2.com/products/sql-2017-enterprise-on-windows-2019/reviews)

Microsoft SQL Server 2017 Enterprise on Windows Server 2019 is a robust database solution designed for high-performance, mission-critical applications. This Amazon Machine Image (AMI) enables seamless deployment of SQL Server 2017 Enterprise Edition on Windows Server 2019 within the AWS environment, offering a reliable and secure platform for managing complex databases. Key Features and Functionality: - Pre-Configured AMI: The AMI is built, updated, and fully patched by AWS, ensuring a secure and up-to-date environment for SQL Server operations. - Integrated AWS Tools: Comes preinstalled with AWS Systems Manager, AWS CloudFormation, and AWS Tools for Windows PowerShell, facilitating efficient management and automation of database tasks. - High Availability Support: Supports deployment configurations that enhance availability and reliability, crucial for enterprise-level applications. - Scalability: Easily scalable to meet the demands of growing workloads, ensuring optimal performance as data requirements increase. Primary Value and User Solutions: This solution addresses the need for a dependable and scalable database platform capable of handling complex, mission-critical workloads. By leveraging AWS's infrastructure, users benefit from reduced total cost of ownership, enhanced performance, and a comprehensive set of tools for efficient database management. The integration with AWS services simplifies deployment and maintenance, allowing organizations to focus on their core business objectives without the overhead of managing on-premises hardware.

#### Who Is the Company Behind SQL 2017 Enterprise on Windows 2019?

- **Seller:** [Supported Images](https://www.g2.com/sellers/supported-images-2a9b5d8f-6313-4986-91c0-39b460e3cf43)
- **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=0aeb553e94129f3e841bdb0afd606170d988c14ba43eb7ac4a34c82590c6a97a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsupported-images%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse AWS Marketplace Themes](/categories/aws-marketplace/themes)

 ![Neeraja Prakash](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neeraja Prakash")
NP

Researched and written by [Neeraja Prakash](https://research.g2.com/insights/author/neeraja-prakash)

Updated June 16, 2025

The AWS Marketplace category includes a diverse range of software solutions designed to enhance and optimize operations within the Amazon Web Services (AWS) ecosystem. These products offer pre-configured Amazon Machine Images (AMIs), container solutions, and specialized services that cater to various business needs, from secure web hosting and data labeling to machine learning model deployment and transportation cost prediction. By leveraging AWS infrastructure, these solutions provide scalability, security, and seamless integration with existing AWS services, enabling businesses to efficiently deploy, manage, and scale their applications and services in the cloud.

To qualify for inclusion in the AWS Marketplace category, a product must:

- Have features and use cases that do not fit into existing marketplace apps categories
- Be designed to integrate with or enhance the functionality of AWS services, providing value through pre-configured environments, specialized tools, or managed services

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