What I like about Improvado
“Improvado has been surprisingly easy to use. Within just a few clicks we have been able to integrate all our media platforms into our datalake. The numerous in-depth guides make this process very easy.”
You’re comparing Improvado vs Polar Analytics vs Weld. Explore how they differ on connectors, pricing, and features.


Loved by data teams from around the world
| Weld | Improvado | Polar Analytics | |
|---|---|---|---|
| Connectors | 200+ | 500+ | 60+ |
| Price | $99 / 5M Active Rows | Custom | $399 / month |
| Free tier | |||
| Location | EU | US | FR |
| Extract data (ETL) | |||
| Sync to HubSpot, Salesforce, Klaviyo, Excel (reverse ETL) | |||
| Transformations | |||
| AI Assistant | |||
| On-Premise | |||
| Orchestration | |||
| Lineage | |||
| Version control | |||
| Load to/from Excel | |||
| Load to/from Google Sheets | |||
| Two-Way Sync | |||
| dbt Core Integration | |||
| dbt Cloud Integration | |||
| OpenAPI / Developer API | |||
| G2 rating | 4.8 | 4.5 | 4.5 |
Overview
Improvado is a cloud-based data platform that helps businesses automate their data management and reporting. It connects to a wide range of data sources, including marketing platforms, CRM systems, and e-commerce platforms, and allows users to blend and transform their data to create a single source of truth.

Easy to use
Great support and onboarding
Automation features
Flexibility
Great for agencies with multiple accounts
Expensive, especially for large data volumes
Learning curve
Limited features
Limited integrations
A reviewer on G2:
“Improvado has been surprisingly easy to use. Within just a few clicks we have been able to integrate all our media platforms into our datalake. The numerous in-depth guides make this process very easy.”
Overview
Polar Analytics is a marketing analytics platform designed specifically for direct-to-consumer (DTC) brands. It integrates data from various marketing, sales, and customer platforms, providing a unified dashboard that helps businesses track performance metrics, customer behavior, and ROI. Polar Analytics aims to simplify data analysis for brands, enabling them to make informed decisions to optimize their marketing strategies.

Tailored for DTC brands
Comprehensive marketing and sales insights
Easy integration with popular eCommerce platforms
User-friendly interface with powerful dashboards
Helps optimize marketing ROI with data-driven insights
Primarily focused on DTC, limiting broader use cases
Can be expensive for small brands
Advanced features may require some learning
A reviewer on G2:
“Polar Analytics has revolutionized how we view our marketing data. The integration with our eCommerce and marketing platforms has given us deep insights that were previously hard to uncover. It's an essential tool for any DTC brand looking to scale effectively.”
Overview
Weld is a powerful ETL platform that seamlessly integrates ELT, data transformations, reverse ETL, and AI-assisted features into one user-friendly solution. With its intuitive interface, Weld makes it easy for anyone, regardless of technical expertise, to build and manage data workflows. Known for its premium quality connectors, all built in-house, Weld ensures the highest quality and reliability for its users. It is designed to handle large datasets with near real-time data synchronization, making it ideal for modern data teams that require robust and efficient data integration solutions. Weld also leverages AI to automate repetitive tasks, optimize workflows, and enhance data transformation capabilities, ensuring maximum efficiency and productivity. Users can combine data from a wide variety of sources, including marketing platforms, CRMs, e-commerce platforms like Shopify, APIs, databases, Excel, Google Sheets, and more, providing a single source of truth for all their data.
Lineage, orchestration, and workflow features
Ability to handle large datasets and near real-time data sync
ETL + reverse ETL in one
User-friendly and easy to set up
Flat monthly pricing model
200+ connectors (Shopify, HubSpot, etc.)
AI assistant
Requires some technical knowledge around data warehousing and SQL
Limited features for advanced data teams
Focused on cloud data warehouses
A reviewer on G2 said:
“Weld is still limited to a certain number of integrations - although the team is super interested to hear if you need custom integrations.”




Side-by-side

Improvado is known for its ease of use and strong support, making it a good choice for businesses looking to integrate multiple media platforms with minimal effort.

Polar Analytics offers a user-friendly interface, particularly beneficial for DTC brands that require an intuitive platform to analyze marketing and sales data.
Weld is highly praised for its user-friendly interface and intuitive design, which allows even users with minimal SQL experience to manage data workflows efficiently. This makes it an excellent choice for smaller data teams or businesses without extensive technical resources.
Side-by-side
Improvado is known for its ease of use and strong support, making it a good choice for businesses looking to integrate multiple media platforms with minimal effort.
Polar Analytics offers a user-friendly interface, particularly beneficial for DTC brands that require an intuitive platform to analyze marketing and sales data.
Weld is highly praised for its user-friendly interface and intuitive design, which allows even users with minimal SQL experience to manage data workflows efficiently. This makes it an excellent choice for smaller data teams or businesses without extensive technical resources.
Side-by-side

Improvado's pricing is custom, which can be expensive depending on data volumes, making it less accessible for small businesses but valuable for larger enterprises with extensive data needs.

Pricing at $399 per month, Polar Analytics can be considered expensive, especially for small brands with limited budgets. However, it provides good value for those needing in-depth marketing analytics.
Weld offers a straightforward and competitive pricing model, starting at $79 for 5 million active rows, making it more affordable and predictable, especially for small to medium-sized enterprises.
Side-by-side
Improvado's pricing is custom, which can be expensive depending on data volumes, making it less accessible for small businesses but valuable for larger enterprises with extensive data needs.
Pricing at $399 per month, Polar Analytics can be considered expensive, especially for small brands with limited budgets. However, it provides good value for those needing in-depth marketing analytics.
Weld offers a straightforward and competitive pricing model, starting at $79 for 5 million active rows, making it more affordable and predictable, especially for small to medium-sized enterprises.
Side-by-side

Improvado offers automation features and flexibility in data management and reporting, catering well to agencies handling multiple accounts.

The platform provides comprehensive marketing and sales insights with easy integration into popular eCommerce platforms. Its tailored focus on DTC brands ensures relevant and valuable features.
Weld integrates ELT, data transformations, and reverse ETL all within one platform. It also provides advanced features such as data lineage, orchestration, workflow management, and an AI assistant, which helps in automating repetitive tasks and optimizing workflows.
Side-by-side
Improvado offers automation features and flexibility in data management and reporting, catering well to agencies handling multiple accounts.
The platform provides comprehensive marketing and sales insights with easy integration into popular eCommerce platforms. Its tailored focus on DTC brands ensures relevant and valuable features.
Weld integrates ELT, data transformations, and reverse ETL all within one platform. It also provides advanced features such as data lineage, orchestration, workflow management, and an AI assistant, which helps in automating repetitive tasks and optimizing workflows.
Side-by-side

Improvado provides flexibility in data integration and transformation, but has limited features compared to more comprehensive platforms, which might require additional customization for some use cases.

Polar Analytics is primarily focused on DTC brands, which may limit its flexibility for broader use cases. However, within its niche, it offers powerful tools to optimize marketing strategies effectively.
Weld offers advanced SQL modeling and transformations directly within its platform with the help of AI, providing users with unparalleled control and flexibility over their data. Leveraging its powerful AI capabilities, Weld automates repetitive tasks and optimizes data workflows, allowing teams to focus on getting value and insights. Additionally, Weld's custom connector framework enables users to build connectors to any API, making it easy to integrate new data sources and tailor data pipelines to meet specific business needs. This flexibility is particularly beneficial for teams looking to customize their data integration processes extensively and maximize the utility of their data without needing external tools.
Side-by-side
Improvado provides flexibility in data integration and transformation, but has limited features compared to more comprehensive platforms, which might require additional customization for some use cases.
Polar Analytics is primarily focused on DTC brands, which may limit its flexibility for broader use cases. However, within its niche, it offers powerful tools to optimize marketing strategies effectively.
Weld offers advanced SQL modeling and transformations directly within its platform with the help of AI, providing users with unparalleled control and flexibility over their data. Leveraging its powerful AI capabilities, Weld automates repetitive tasks and optimizes data workflows, allowing teams to focus on getting value and insights. Additionally, Weld's custom connector framework enables users to build connectors to any API, making it easy to integrate new data sources and tailor data pipelines to meet specific business needs. This flexibility is particularly beneficial for teams looking to customize their data integration processes extensively and maximize the utility of their data without needing external tools.
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