# Treasure Data Customer Data Platform Reviews **Vendor:** Treasure AI **Category:** [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp) **Average Rating:** 4.5/5.0 **Total Reviews:** 164 ## About Treasure Data Customer Data Platform Treasure AI moves marketing and data teams beyond legacy martech SaaS toward autonomous, ROI-driven AI agents that operate continuously, while keeping the human in the loop. With built-in governance, Treasure AI is powered by an always-up-to-date understanding of each customer for AI to act on. The result is always-on marketing execution that compounds over time: smarter engagement, stronger retention, and measurable growth. Treasure AI’s agentic experience platform is available across web, mobile, and desktop — bringing your customer intelligence to every workflow, wherever your team works. ## Treasure Data Customer Data Platform Pros & Cons **What users like:** - Users praise the **ease of use** of Treasure Data CDP, appreciating its user-friendly interface and seamless integration capabilities. (11 reviews) - Users appreciate the **easy integration** of Treasure Data CDP, enabling seamless data utilization across teams and tools. (11 reviews) - Users value the **easy integration with numerous tools** , enhancing collaboration and data utilization across teams. (10 reviews) - Users highlight the **excellent customer support** of Treasure Data CDP, appreciating quick and helpful responses globally. (7 reviews) - Users value the **seamless platform integration** of Treasure Data CDP, enhancing collaboration and data accessibility across teams. (7 reviews) - Users value the **audience activation capabilities** of Treasure Data CDP, enhancing marketing efficiency and personalization efforts. (6 reviews) - Easy Integrations (6 reviews) - Flexibility (6 reviews) - Data Management (5 reviews) - Data Segmentation (5 reviews) **What users dislike:** - Users find the platform not **user-friendly without technical expertise** , and wish for more low-coding options. (7 reviews) - Users find the **steep learning curve** challenging, especially non-technical users needing time to acclimate. (6 reviews) - Users find the **difficult learning** curve of Treasure Data challenging, particularly for those without technical backgrounds. (4 reviews) - Users experience **poor support services** , facing delays and inadequate technical assistance which hampers their overall satisfaction. (4 reviews) - Users find the **expensive pricing** and additional costs of Treasure Data CDP frustrating and unclear for budgeting. (3 reviews) - Not Intuitive (3 reviews) - Poor Usability (3 reviews) - Complexity (2 reviews) - Users report **delays in technical support** that hinder timely resolutions and overall satisfaction with the platform. (2 reviews) - Expertise Required (2 reviews) ## Treasure Data Customer Data Platform Reviews ### 1. Unified Customer Data and Powerful Insights for Teams **Rating:** 4.0/5.0 stars **Reviewed by:** Luca V. | Director, Enterprise (> 1000 emp.) **Reviewed Date:** January 06, 2026 **What do you like best about Treasure Data Customer Data Platform?** What I like best about Treasure Data CDP is how it brings all customer data together in one place and makes it usable across teams. The platform is very flexible, handles large volumes of data well, and integrates easily with other tools. It helps turn raw data into actionable insights, enabling better personalization and more informed business decisions. **What do you dislike about Treasure Data Customer Data Platform?** What I dislike is that the platform can feel complex at first and has a steep learning curve, especially for non-technical users. Some advanced features require technical expertise to fully leverage, and the user interface could be more intuitive in certain areas. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure Data CDP solves the problem of fragmented customer data by bringing all data sources into a single platform. This allows us to have a unified view of our customers, improve personalization, and make faster, data-driven decisions. As a result, our marketing and analytics teams work more efficiently and deliver better customer experiences. ### 2. Unified Data Insights, Challenging Setup **Rating:** 4.0/5.0 stars **Reviewed by:** Kazi R. | Technology Analyst, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** January 06, 2026 **What do you like best about Treasure Data Customer Data Platform?** I like the unified data view, ease of integration, and advanced analytics features of Treasure Data Customer Data Platform. I appreciate how it creates a comprehensive view of each customer by unifying data from various sources like CRM systems, social media, and websites. **What do you dislike about Treasure Data Customer Data Platform?** I don't like that Treasure Data Customer Data Platform has a steep learning curve, which doesn't work well for our team. A new user may find the platform complex and require time to understand all the features and functionalities. The initial setup was complex as well. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** I use Treasure Data Customer Data Platform to resolve data silos, inconsistent data, and a lack of customer insights, providing a unified data view and advanced analytics. ### 3. Data Unification for Better Personalization **Rating:** 4.0/5.0 stars **Reviewed by:** Brenda M. | Graphic Designer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 11, 2026 **What do you like best about Treasure Data Customer Data Platform?** I like how Treasure Data Customer Data Platform unifies my customers' data in one place. This allows me to easily view each customer's history and helps to segment audiences and personalize experiences in real time. I find this ability to unify data valuable, as it enhances personalization. **What do you dislike about Treasure Data Customer Data Platform?** It could be simpler for beginners and have a more intuitive interface. At first, it was a bit difficult to set up. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Unify customer data, allow audience segmentation, and personalize experiences in real-time, solving data issues and improving personalization. ### 4. Seamless Multi-Channel Data Integration with Real-Time 360° Profiles **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** January 29, 2026 **What do you like best about Treasure Data Customer Data Platform?** Integrates data from multiple channels seamlessly, almost realtime for web activities. Provides activation and segmentation flows makes marketing operations job easy while giving 360 view of the profiles. **What do you dislike about Treasure Data Customer Data Platform?** Journey builder needs some maturity to make it easy to use for general users. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Combine account data from Salesforce instances B2B and B2C and provide unified view and enrich it further with web activity for realtime segments and activation. ### 5. Unified Customer Profiles Made Easy, But SQL Skills Needed **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 12, 2026 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data excels at bringing data together from many sources, websites, apps, CRM, support systems, mobile, IoT, etc., into one unified customer profile without requiring a massive engineering team. **What do you dislike about Treasure Data Customer Data Platform?** SQL knowledge is essential for advanced segmentation, transformations, and queries. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Unifying customer data in one coustomer profile. ### 6. Intuitive CDP Platform with InfoSec **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Mid-Market (51-1000 emp.) **Reviewed Date:** March 11, 2025 **What do you like best about Treasure Data Customer Data Platform?** - TD provides real time reporting with a very intuitive UI which gives the marketeers to make marketing decisions easily and without spending too much time - Data governance rules & GDPR compatibility is a huge advantage especially if you are working in a company in Europe like my company (Electronics HQ in Europe) - We have recently got the hold of different integration possibilities very easily such as Qualtrics (survey platform for CRM) which has quickly become a benefit to us **What do you dislike about Treasure Data Customer Data Platform?** - Customer technical service can be optimized by placing more technical colleagues who could get back to the clients with less delay & more satisfying answers **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Social data activation has immensley helped my companies' paid media campaign strategy and choose our campaign audiences more wisely which has always been a big problem for us. This really has started to change the game for us & we will even rely on that more in the near future. Also doing segmentation from a CDP platform like TD gave us better emailing strategy which we (as a company) tackle with AWS easily ### 7. Great CDP for Unified Data and Analytics **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Enterprise (> 1000 emp.) **Reviewed Date:** January 16, 2026 **What do you like best about Treasure Data Customer Data Platform?** Strong analytics capabilities and flexible integration ecosystem. **What do you dislike about Treasure Data Customer Data Platform?** Not as user-friendly unless you have technical expertise. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Helping to unify customer profiles and segment activation across channels. ### 8. Great CDP Tool for Segmentation and Marketing **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2025 **What do you like best about Treasure Data Customer Data Platform?** Building Data pipelines and monitoring them is very smooth, also it allows us to write sql and python scripts within workflows which allows to do lot of customizations to achive our company specific goals. Also they have lot of built in connectors to Ingest and to activate the data to and from various systems. They are continuosly improving the system by adding new features like Delta Activation, Journey orchestration etc., The product support team is very prompt in resolving the issues. **What do you dislike about Treasure Data Customer Data Platform?** We have experienced with few issues when working with postback API's like payload column names need to be consistent with it's case. But we have a work around for those issues. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** We are using Treasure Data to unify of customer data that we are aquiring from multiple sources like our websites,facebook , Google and other internal sources. We want to create unified record of each customer with all their behavior data, which helps us understand the latest information user has submitted and their interests which inturn helps to segment them easily for marketing purposes. We will also evaluate how our campaigns are performing as well after the activation, to improve it. ### 9. MarTech Project Manager **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** February 24, 2025 **What do you like best about Treasure Data Customer Data Platform?** As a retail company implementing a Digital Experience Platform (DXP), selecting the right Customer Data Platform (CDP) was a critical decision. After extensive evaluation, Treasure Data CDP has proven to be an exceptional choice. For any organization looking to implement a powerful, user-friendly, and future-proof CDP, we highly recommend Treasure Data. The combination of its robust features, ease of use, and dedicated support makes it a standout choice for businesses striving to enhance their customer experience. **What do you dislike about Treasure Data Customer Data Platform?** While Treasure Data has many useful features and keeps developing, it's also linked to the only 'dislike': the limitations within the licensing model, where new features can result in extra costs—and cost-benefit analysis work—if you would like to use them. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure Data will hold our 360 degree Customer view ### 10. Great CDP for all customer need with ease of use **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** March 19, 2025 **What do you like best about Treasure Data Customer Data Platform?** Treasure data CDP is a great product having all the necessary capabilities to support customers personalization needs . More than 250+ out of the box connectors make the integration faster , the audience studio is the isolated from data workbench which makes it easier for marketers to create the segments and activate it without depending much on the IT team . From support standpoint the response is quick and all CSMs like Andrew Smith , Amy , Cole are super helpful solving customer problems round the globe. **What do you dislike about Treasure Data Customer Data Platform?** Treasure Data profile API refresh is having scope for improvements **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Customer had challenges to create a customer 360 , create hyperpersonlized touchpoint or measure the marketing KPI . Treasure Data's robust ID resolution helped solving the problems along with implementing some key capability like NBA , NBT for increase cross sale , increase customer base. ### 11. Great software if you do the work **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** February 24, 2025 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data is perhaps the most reliable software I've used, it just works and you can trust the data within it. Implementation can be a tad tricky but I believe that it can be done easily in house (even with a complex business) with a technical marketing person and a software developer. As per the title, the softwares great but you need to put in the work, it's something that requires you to really come up with a strategy and make sure that you're using the software a few times a week and monitoring what you're doing. **What do you dislike about Treasure Data Customer Data Platform?** Treasure Data have great CSMs who are very involved but naturally can't offer you in depth technical support, when we started we struggled a bit thinking that the best approach was to ask them for help whenever we had a problem. The reality is that they run amazing conferences a few times a year and these are the best opportunities to get support from Treasure Data. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure data reconciles multiple customer profiles into one for us, something we had not been able to achieve before. ### 12. Fun tool that could be even more low-coding **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** March 11, 2025 **What do you like best about Treasure Data Customer Data Platform?** Ease of using Audience Studio. Simple to query data using SQL. Nice visualization of workflow status. Query speed. TD academy good for practising! **What do you dislike about Treasure Data Customer Data Platform?** Split between AS and CDP. Want more low-coding possiblilites for end to end, from integrations, data workbench to activation with a step-by-step process. Some integrations reuires python hours, drives up costs. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Combining multiple data sources and tables to create a customer 360 view. Segmenting customers into groups Enables smartness in activation, for example to find the optimal timepoint of sending during day, help choose delivery channel ### 13. Strong Engineering Infrastructure **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.) **Reviewed Date:** February 05, 2025 **What do you like best about Treasure Data Customer Data Platform?** I have evaluated many other CDPs available in the market but could not find any other solutions cmparable to Treasure Data when it comes to Data management. Easy to integrate with the systems in the martech stack. Easy to use when it comes to setup data pipelines. Customer support is outstanding when it comes to resolve any technical issues. **What do you dislike about Treasure Data Customer Data Platform?** There is a learning curve for new users. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** TD CDP is being used at my organisation to build the C360 profile of the customer and prospects. This has really helped to understand and undercover the trends on different products and helped us to take decisions. **Official Response from Rohan Ranjan:** > Thank you for your feedback. We understand that there may be a learning curve for new users, and we are continuously working to improve our onboarding process to make it easier for everyone to get started with Treasure Data. ### 14. Strongest customer service and adaptability to changing data environment **Rating:** 4.0/5.0 stars **Reviewed by:** Rasmus Jesper J. | Data Domain Lead, Enterprise (> 1000 emp.) **Reviewed Date:** March 11, 2025 **What do you like best about Treasure Data Customer Data Platform?** Your adaptability and continued work towards building the most complete product for your customers. **What do you dislike about Treasure Data Customer Data Platform?** I would like some more transparency in customer data, something like a data catalogue. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** The CDP from TD is solving our Golden record for customers which is much needed. At the same time it provides is the much needed insights into future elections from our customers via NBA models, something that we use to target customers on the Road and future revenue generating oppurtunities. ### 15. User-Friendly and Efficient Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Tobacco | Enterprise (> 1000 emp.) **Reviewed Date:** February 07, 2025 **What do you like best about Treasure Data Customer Data Platform?** The best thing about Treasure Data Customer Data Platform is its user-friendly interface in Audience Studio. It's incredibly practical and operationally efficient, making it perfect for marketers. Additionally, it's also easily customized according to our company data model and systems. Their customer support is excellent, always responsive and helpful. **What do you dislike about Treasure Data Customer Data Platform?** Nothing at all. I only have good wishes for them to continue the great work they are doing. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure Data Customer Data Platform helps us create personalization at scale, allowing us to deliver more personalized consumer experiences with less operational effort. **Official Response from Rohan Ranjan:** > We're thrilled to hear that you find our platform user-friendly and efficient, especially in Audience Studio. Our goal is to make it as practical and operationally efficient as possible for marketers. We're also glad to hear that our customer support has been excellent for you. Thank you for your feedback! ### 16. Great experience with the platform **Rating:** 4.0/5.0 stars **Reviewed by:** Shrinidhi S. | Business Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 15, 2025 **What do you like best about Treasure Data Customer Data Platform?** The frequency of use of the platform for our team and the ease at which it helps implement end to end solutions with the ease of integration makes it a wonderful tool on a day to day basis. **What do you dislike about Treasure Data Customer Data Platform?** There are a lot of features yet to be explored and the customer support could be a wait worth while **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** It is helping us identify all the key measures we can take to keep our customers satidfied and loyal to our products and services. The mapping of the customers journey with our services is great feature of the platform. ### 17. Easy to Activate **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** January 30, 2025 **What do you like best about Treasure Data Customer Data Platform?** Once all of the connections to the database are set up, and everything is unified it is very easy for a non-technical person to use the platform, create segments, send data to platforms to activate, etc. **What do you dislike about Treasure Data Customer Data Platform?** There is a high level of technical proficiency to connect all of the back end data systems, however once it is set up, it is easy to use. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Easily and securely activating audiences across different platforms for targeting. Targeting our first party data in Marketing always outperforms other audiences. ### 18. A Scalable Solution, But Need Engineers **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2025 **What do you like best about Treasure Data Customer Data Platform?** It is quick and flexible, you can send a lot of data to the platform for unification & end-to-end usage. **What do you dislike about Treasure Data Customer Data Platform?** It needs to be a joined project with IT as engineers are needed to fully utilize the platform. It cannot just be a marketing tool. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Ability to unify data across a number of sources for a unified golden record which can be used for marketing. **Official Response from Rohan Ranjan:** > We appreciate your feedback on the flexibility and quickness of our platform in unifying and utilizing data. We understand the need for engineers to fully utilize the platform and are continuously working to improve user experience for all stakeholders. ### 19. Best CDP on the market **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Leisure, Travel & Tourism | Small-Business (50 or fewer emp.) **Reviewed Date:** November 18, 2021 **What do you like best about Treasure Data Customer Data Platform?** It helps me to track all our users. ETL workflows are really good. Live 24/7 support with a person that actually knows something. A tech person. **What do you dislike about Treasure Data Customer Data Platform?** Lots of addons cost more and more money and arent included in the original package. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Its a central part of automating our business in many ways. ### 20. Review of Treasure Data Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Food & Beverages | Enterprise (> 1000 emp.) **Reviewed Date:** February 04, 2025 **What do you like best about Treasure Data Customer Data Platform?** The customizations and possibility of creating audiences with personalized data. Also the possibility of integrate most of platforms available at the market via API to Treasure Data **What do you dislike about Treasure Data Customer Data Platform?** The lack or delay of technical support when it's needed **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** The possibility of creating any type of audience using what we have in our last layer. This creates the possibility of sending email marketing ou sms directly exporting the audience to CRM tools **Official Response from Rohan Ranjan:** > We appreciate your positive feedback on the customizations and integrations. We're working to improve our technical support to better serve our customers. ### 21. User friendly and flexible when building custom integrations and strong within data transformation **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** February 24, 2025 **What do you like best about Treasure Data Customer Data Platform?** Flexible data model and schema when ingesting data in different formats. **What do you dislike about Treasure Data Customer Data Platform?** Can be a bit difficult to understand how to activate segments. It takes some time to get the hang of it. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Contributing to the creation of a unified customer profile. ### 22. Best in Class Segmentation Tooling **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Tobacco | Enterprise (> 1000 emp.) **Reviewed Date:** January 31, 2025 **What do you like best about Treasure Data Customer Data Platform?** Intuitive to use and very responsive support team. Regularly introducing new features to improve ways of working **What do you dislike about Treasure Data Customer Data Platform?** Pricing could be simplified and easier to understand and forecast **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Consumer Segmentation globally **Official Response from Rohan Ranjan:** > Thank you for sharing your feedback with us! We're thrilled to hear that you find our segmentation tool intuitive and our support team responsive. We appreciate your suggestion regarding pricing transparency, and we will certainly take that into consideration for future improvements. It's great to know that our platform is helping you with consumer segmentation globally. If you have any further questions or need assistance, please don't hesitate to reach out. We're here to help! ### 23. Customer data simplification for better and easy accessibility and use. **Rating:** 4.0/5.0 stars **Reviewed by:** Chitwan S. | Recruitment Coordinator, Enterprise (> 1000 emp.) **Reviewed Date:** January 21, 2024 **What do you like best about Treasure Data Customer Data Platform?** It helps user access their data easily and helps different user to access their clients data for easier use and performing other techniques such as Marketing and operations. It has numerous use as customer data integration, help in prediction for sales, marketing, Retention etc. **What do you dislike about Treasure Data Customer Data Platform?** It shows some error which takes a lot of time to get resolved which helps in the productivity and their is no proper guidelines to resolve the issue. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** It helps gather data at single place, all the scattered data is collected and can be analysed at one place. ### 24. My Experience Working with TD after 3 months **Rating:** 4.0/5.0 stars **Reviewed by:** Mayank S. | Mid-Market (51-1000 emp.) **Reviewed Date:** July 07, 2023 **What do you like best about Treasure Data Customer Data Platform?** Easy to use, Don't have much hassel of creating a code for data pipelines to connect to various connectors. **What do you dislike about Treasure Data Customer Data Platform?** There are still some bugs that need to be fixed especially one is when two people are working on a workflow, even if it is a completely different workflow in the same project, and when you save yours, then when the other person is saving theirs, you are going to lost all the code if you saved your workflow first and the person who saved it last will overwrite over your workflow. Does not matter if they both are working on different workflow! **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** First and foremost is it is saving us Data engineers alot of time, for example let say we want to create a data pipeline, we will need to write a custom python script then we will need to deploy it then need to manage it, TD solves all of these problems and saves alot of time. ### 25. Feature rich (relatively) and more features in pipeline **Rating:** 4.0/5.0 stars **Reviewed by:** Jayakumar R. | Consulting Partner, Consumer Goods, Enterprise (> 1000 emp.) **Reviewed Date:** June 07, 2023 **What do you like best about Treasure Data Customer Data Platform?** Very responsive Customer Success Team. They work closely with partners and clients to ensure the product implementation is done right and the value is realized. Some of the feature requests had a turnaround of less than a week! The UI is clean and easy to understand for any non-tech-savvy business user to understand and use. Takes very little time to learn the tool, especially for data engineers who are vital in implementing the system. A lot of out-of-the-box connectors keep popping up. So if you don't see the one you require for your ecosystem, you are likely to have it by the time you are halfway through. **What do you dislike about Treasure Data Customer Data Platform?** CI/CD is limited to a few tools. Would like to see an integration with Azure DevOps that is more common. The need to write a new set of workflows for Treasure Insights seems a bit of an overhead. The ability to export segments and import them back into another (higher environment) environment would save a lot of time. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** For organizations that are global and have brands that are sold globally, the ability to perform identity resolution while maintaining consent is critical. In addition, if the organization expands from B2B to D2C, it must understand consumer behavior and engage with the consumer at the right time through proper channels to optimize marketing spend. TD CDP can also help the R&D division improve their existing products and launch new products based on consumer preferences. ### 26. Decoding Treasure Data CDP: A Detailed Review **Rating:** 5.0/5.0 stars **Reviewed by:** Ritika M. | Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data Customer Data Platform helps create comprehensive customer profiles and it also enables effective segmentation. And the interface is also super easy to use. **What do you dislike about Treasure Data Customer Data Platform?** In the very beginning, we find it challengingto customizethe platform to our business needs without technical knowlegde. and the data quality was not up to mark, the data needs to clean and well structured. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** As a data driven company, data is the most important thing for us. Treasure Data Customer Platform help us to manage that data, to get proper insights of our business. and the segmentation of the data is very helpful for us to reach out each and every customer of ours. ### 27. Overall experience with Treasure Data CDP . **Rating:** 4.5/5.0 stars **Reviewed by:** Samriddhi B. | Freelance Copy writer and Content writer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 22, 2023 **What do you like best about Treasure Data Customer Data Platform?** Well balanced solution for organisations with limited skill stacks.Treasure Data provides enough features to pursue the requirements given to us by our clients. The TD team is very responsive when given a problem. This is very easy to use and the user interface is easy to navigate and the customer support team responds quickly when you have any question. **What do you dislike about Treasure Data Customer Data Platform?** There's nothing actually to mention. I am satisfied by using this software. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** There are many features of TD but it's ability to ingest data from multiple sources through import connectors is really good. It makes life easy as we have multiple options. ### 28. Best CDP Tool in Current Time **Rating:** 4.5/5.0 stars **Reviewed by:** Deepak Y. | Mid-Market (51-1000 emp.) **Reviewed Date:** July 14, 2023 **What do you like best about Treasure Data Customer Data Platform?** There are many features of TD but if I have to name one as data engineer is its ablility to ingest data from multiple sources through import connectors. It makes life easy as we have multiple options. **What do you dislike about Treasure Data Customer Data Platform?** One thing I have to mention here is if we have to created some custom script then the charges are on higher side. There are times when we have to create some custom script (python) for the data pipeline. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** It helps us in maintaining the large volume of data without thinking about infrastructure/server cost. We have to just think about our business and take a plan accordingly. It supports us in creating data pipeline and processing and automate the process with ease and can be used for further marketing use cases. ### 29. TD- Pros and Cons **Rating:** 4.5/5.0 stars **Reviewed by:** S i. | Enterprise (> 1000 emp.) **Reviewed Date:** August 12, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure data is CDP platform. it is a complete package in itself. it not only has additional feature of Normal data ware house but also has data viusalaisation abalities and ML ablities using TD insight. it also has secure acess by integrating it with various SSO authentication . adn data privacy requirement such as data masking can be done easily **What do you dislike about Treasure Data Customer Data Platform?** User community outside offcially support is very small though as it is based on presto one can utilise presto community for any questions **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure data reduced the need of multiple tools such dat awarehouse, elt tool, data visuallisation tool . it is complete package initself and is onestop solution fo everything . ### 30. Best Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Lakshey B. | Enterprise (> 1000 emp.) **Reviewed Date:** July 13, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data CDP is a robust customer data platform that offers a range of features and benefits to businesses. **What do you dislike about Treasure Data Customer Data Platform?** Some users may find that Treasure Data CDP has a steep learning curve, especially if they are new to customer data platforms or data management in general. The platform offers a wide range of features and functionalities, which can take time and effort to fully understand and utilize effectively. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Many businesses struggle with fragmented customer data spread across multiple systems and departments. Treasure Data CDP solves this problem by integrating data from various sources, such as websites, mobile apps, CRM systems, and more. By unifying data in a centralized platform, businesses can gain a comprehensive view of their customers, enabling better insights and decision-making. ### 31. A Guide to Treasure Data's CDP **Rating:** 5.0/5.0 stars **Reviewed by:** Amol M. | Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2023 **What do you like best about Treasure Data Customer Data Platform?** The thing which I Like about it that can collect all my data of all platform through it. Which helps me in getting the insights about my busniess. It also has great customer support and training. And its super easy to use. **What do you dislike about Treasure Data Customer Data Platform?** Things I dislike was the integration was little difficult for us, and it was expenses for us as well. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Early we used to face the problem to understand the customer behaviour on our website. But when we started using Treasure Data's CDP Platform it help us in analyze, and use customer data to improve their marketing and customer service. ### 32. Navigating Treasure Data CDP: Strengths in Scalability and Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Prachi P. | Mid-Market (51-1000 emp.) **Reviewed Date:** November 11, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data Customer Data Platform stands out for its impressive scalabiltiy unified data management, seamless integration capabilities. It makes are data management handling very easy for us. Customer support do their job perfectly. **What do you dislike about Treasure Data Customer Data Platform?** The learning curve is little difficult to understand as a new user. And the Integration was bit confusing for us. Pricing can be an issue for some small business. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure Data Customer Data Platform solves the challenges of scattered customer data, scalability issues. It help us to get useful insights about our business, which helped us to grow our company. ### 33. Treasure Data is the best CDP for most companies **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** August 02, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data is extremely customisable, and enables customers to be fairly independent / autonomous on the platform. For customers above 50 employees, say, this is extremely helpful. As a consultant who helps large companies choose and implement CDPs, I would say it's in fact crucial. **What do you dislike about Treasure Data Customer Data Platform?** The dashboarding capabilities of TD are not exceptional, although I would say they're above average. In general, I would recommend users to rely on external dashboarding software like PowerBI **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** The primary use of TD CDP is to reconcile online (behavioral) and offline (transactional) data. Such data generally live on different systems and are just very different from a structure perspective. (Behavioral is messy and nested; transactional is clean and tabular.) That way, we can get a 360-view of the user journey, create segments that take both sources of data into account, and increase marketing efficency. ### 34. A great solution for targeting the right audience **Rating:** 4.5/5.0 stars **Reviewed by:** Mandeep S. | Customer Success Manager for US West, Mid-Market (51-1000 emp.) **Reviewed Date:** November 02, 2023 **What do you like best about Treasure Data Customer Data Platform?** This tool helps us in segmenting the visitors based on their needs. We can then use the same for running AB tests or using the filters for our analysis **What do you dislike about Treasure Data Customer Data Platform?** Setting up segments or attributes are sometimes confusing **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** To improve the conversion of the website, it is important to analyze the user journey end to end so that we can further improve things. This tool helps us with deep analysis to understand which segment is performing how on the website so that we can take necessary actions to improve the things on the website. ### 35. A CDP worth looking at **Rating:** 4.5/5.0 stars **Reviewed by:** Amit K. | Marketing Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** December 18, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure data platform is a compete data solution- from cloud to analysis to outreach, everything that one can imagine with customer data. **What do you dislike about Treasure Data Customer Data Platform?** Treasure Data Platform is not a very simple plug and play. It needs complex data integrations that need a team to handle. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure data platform helps us collect trunk loads of customer data, organize it, secure it and analyze and use it for improved sales. ### 36. Treasure data User Reivew **Rating:** 5.0/5.0 stars **Reviewed by:** Sangavi D. | Data Engineering, Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2023 **What do you like best about Treasure Data Customer Data Platform?** Easy access to data with connectors. Schema Auto-detect. Data validation with respective source makes it easy in the activation template. Workflow seggregation are easy to track what is acutally required. **What do you dislike about Treasure Data Customer Data Platform?** When hitting workflow its taking time to load. On click run on workflow it could be better if we can see latest run automatically. Currently we need to manually refresh to see the latest run. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** We are working on customer data to solve data mismatch and fetching data for bussiness requirement using sql. And executitng workflow to achive customer requirement. ### 37. True Enterprise grade Customer Data Cloud **Rating:** 5.0/5.0 stars **Reviewed by:** Nitin S. | Enterprise (> 1000 emp.) **Reviewed Date:** June 20, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data is the only Enterprise CDP in the market that allows engineers to build their own custom logic and transform their data on the fly. AI / ML Capabilities of the product are unmatchable. **What do you dislike about Treasure Data Customer Data Platform?** The learning curve is there. Users may take time to learn to use the platform. Lots of commonly used systems and are not having OOTB connectors. The reporting capabilities are not up to the mark. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Treasure Data CDP has been deployed for our customers. The primary goal of deploying the CDP was to build the C360 profile. Stitch the disparate sources and break the silos. Marketing use cases like customer acquisition , suppression, look-alike modelling are few of the use cases deployed. ### 38. reasure Data: Rich Perspectives, User-Friendly Opportunities **Rating:** 5.0/5.0 stars **Reviewed by:** Karishma A. | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2023 **What do you like best about Treasure Data Customer Data Platform?** The best about the platform is its focus on real-time processing of data, which helps quickly adjust to changing market conditions. **What do you dislike about Treasure Data Customer Data Platform?** It is good but it is a bit pricey for small businesses. initially, it isn't easy to understand the platform to use it at its potential. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Real-time analysis was not possible because of this platform it has become easy to have real-time analysis and make decisions according to the dynamic market conditions. ### 39. Lots of pre-built features, a real "buy" decision. **Rating:** 4.0/5.0 stars **Reviewed by:** Tom G. | Enterprise (> 1000 emp.) **Reviewed Date:** August 30, 2023 **What do you like best about Treasure Data Customer Data Platform?** I like the support we get, the team and points of contact I had that were really trying to help us moving forward. Also, from connectors to dashboard, access management etc a lot of stuff are already built and save us a lot of time. **What do you dislike about Treasure Data Customer Data Platform?** I don't like so much the fact that a few connectors or built in tools are sometimes not working as expected or are limited but also the fact that the documentation ca nbe quite poor at some time. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** it's solving the issue of delivering working use case really wuickly thanks to all the prebuilt feature which would'nt be possible with less mature CDP or in fully "make" cdp. ### 40. Empowering our company with Data **Rating:** 5.0/5.0 stars **Reviewed by:** Natalia R. | Enterprise (> 1000 emp.) **Reviewed Date:** June 20, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data is a crucial tool to unify and organize customer data and make it accessible across the organization. With the platform we have been able to develop a 360° view of our customer and expand data usage to enable more relevant connections with our customers within CRM, Media, Websites and other touchpoints on the Ecosystem. **What do you dislike about Treasure Data Customer Data Platform?** Data exploration and visualization features could be more user-friendly for those who are not familiar with logic, however as a product that keeps evolving I am assured these features will shortly be optimized. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Synchronize and have a single source of truth for customer data, besides accelerating data democratization within the company. ### 41. Easy to use database platform with vast range of external data connections **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Games | Mid-Market (51-1000 emp.) **Reviewed Date:** August 16, 2023 **What do you like best about Treasure Data Customer Data Platform?** It is eas to use and has many connectors to both export the data, so you can analyze or visualize, or to import data from external sources. It allows us to sent live data via Rest API connection. **What do you dislike about Treasure Data Customer Data Platform?** Pricing is rather on the expensive side for a company of our size. There is quite limited memory allocation so larger queries can fail to run when executed. Also there is quite limited amout of total rows that we are allowed to store for our subscribtion level. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** It allows us to import live data from our games (ve are videogaming company) and subsequently analyze it. It also is a main hub for our financial and sales data ### 42. The best platform for Analyzing Customer Signals! **Rating:** 5.0/5.0 stars **Reviewed by:** Niraj S. | Marketing Associate, Enterprise (> 1000 emp.) **Reviewed Date:** October 26, 2023 **What do you like best about Treasure Data Customer Data Platform?** The best thing about Treasure Data Customer Platform is that it unites operations, service, sales, and marketing teams around the same unified customer profiles. **What do you dislike about Treasure Data Customer Data Platform?** There is nothing I dislike as such about the Treasure Data Customer Data platform or have faced any of such difficulties. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** We had problems in finding out what customers are actually doing on our website and that is where this platform helped us in efficiently tracking and giving us insight data. ### 43. TD Data : the best independant CDP platform in 2023 **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** August 01, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure data is the best independant platform to date : - From data aggregation perspective : the ability to collect the data from the website through owned pixel is great, the native connector enables collections from top ressources - From data processing and 360° customer view : you can use onshelf algo or build your own - From activation processing : the audience x segment builder is great to build a shared template **What do you dislike about Treasure Data Customer Data Platform?** The independance comes with the necessity to integrate with the martech ecosystem ( versus integrated CDP ). The tool require integration team which would be recommended to be external versus internal **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Building a 360° customer view from online and offline customers (stores) and reselling network). The core issue is the ability to have the perspective of what is the customer doing with the brand + estimating future revenue (CLTV forecast with ML models) ### 44. A user-friendly tool with good features and a great customer service **Rating:** 4.0/5.0 stars **Reviewed by:** Ann-Sophie S. | Mid-Market (51-1000 emp.) **Reviewed Date:** September 01, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data is a very user-friendly CDP that has great features in place and allows for easy setup (various native connectors, a lot of documentations for set up). Whenever questions or problems arised TD support was really great **What do you dislike about Treasure Data Customer Data Platform?** Treasure Data still lacks some key functionalities such as more granular access management settings, their own dashabord (Treasure Insights) is not sophisticated yet. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Reconciliation of online and offline data, creating a 360-degree customer view by allowing to connect several data sources. Direct connection to activation platforms such as Meta or Google ### 45. No possibility to create random samples impact our use **Rating:** 2.5/5.0 stars **Reviewed by:** Maria C. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 13, 2023 **What do you like best about Treasure Data Customer Data Platform?** It's easy to understand and you can have all information on the same place. **What do you dislike about Treasure Data Customer Data Platform?** As a final user you can't use query to create a segment, you cannot create random audiences, split audiences or limit to a sample size. So when you have an A/B testing or other type of tests, you need an additional step to complete your segment. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** For now I have no benefits using treasure data since my main role is tests on segmentations and I cannot do my whole job on the plataform. ### 46. Awesome Data Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Vivek R. | Data Engineer, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** July 13, 2023 **What do you like best about Treasure Data Customer Data Platform?** The ETL process , the data connectors , the workflow writing methods, query logics , console and the audience studio segements creation parts in the TD is what I like most. **What do you dislike about Treasure Data Customer Data Platform?** The Hive query engine version is not upgraded, admins can not move the projects of workflows and the workflow names can not be edited also the admins can not delete the other admins. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** TD platform is solving the Data ETL process and the cutomers unique profiles creation, unification of profiles and the enrichment of data based on the different different fields. It is benefitting in the identification of the customers and the sales for the projects. ### 47. Driving business values with excellent customer experience **Rating:** 4.5/5.0 stars **Reviewed by:** Pardeep K. | Project Trainer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 26, 2023 **What do you like best about Treasure Data Customer Data Platform?** It translates the millions of data into individual customer journeys so you can make better decisions. **What do you dislike about Treasure Data Customer Data Platform?** Frequent request failed error. Lack of error resolution guidelines. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** It is solving millions of data into individual. And it is very helpful in making service decisions. It provides a variety of extensions to arrange your data. ### 48. Powerful tool with a variety of possibilites **Rating:** 4.5/5.0 stars **Reviewed by:** Murilo P. | Enterprise (> 1000 emp.) **Reviewed Date:** June 13, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure data has powerful tools to enable data engeneering tasks within the platforms and has a beautiful and intuitive UI for those who use it day-by-day. The variety of native integration is certainly one of the most positive points of the platform. **What do you dislike about Treasure Data Customer Data Platform?** Certain core features are still in development and realtime data processing is still far from reality **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** Centralizing our customer`s data in one place, easier audience segmentation, easier export to other platforms (google ads, salesforce, meta...) ### 49. Review about Treasure Data CDP **Rating:** 4.5/5.0 stars **Reviewed by:** Asutosh K. | Small-Business (50 or fewer emp.) **Reviewed Date:** July 13, 2023 **What do you like best about Treasure Data Customer Data Platform?** This is the best CDP Platform. This environment is very friendly. This is the best ETL tool I have used. We can connect with lots of sources like facebook, DBM and Adwords **What do you dislike about Treasure Data Customer Data Platform?** While using hive in treasure data my team was facing some issue with some functions.This has been raised to TD support.And in treasure data hive version they are using is 2020.1. Its should be improve. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** By using treasure data we can get the cutomer journey. Just like where ever costumer is going by using event tags we ca get the clicks and pageviews of differnet pages. ### 50. The best data focused CDP. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Enterprise (> 1000 emp.) **Reviewed Date:** June 12, 2023 **What do you like best about Treasure Data Customer Data Platform?** Treasure Data being a data first and data science based CDP resonates deeply with the work I've been doing in the Martech industry over the past 25 years. When building integrations with the platform it is well documented, open and extensible. Overall Treasure Data gives us a powerful platform we can put in the heart of our solutions that makes our clients more successful. **What do you dislike about Treasure Data Customer Data Platform?** The flexibility of the platform means that UI features sometimes are not as powerful as back end coding capabilities. This is sometimes a barrier to entry for users. **What problems is Treasure Data Customer Data Platform solving and how is that benefiting you?** We use Treasure Data for multiple customers where it forms the central source of truth for their first party Martech data. **Official Response from Joel Go:** > Thank you for providing you honest feedback, we are honored to being able to help your organization and a partner to your success! I understand you have some concerns over the UI of the system, if you have not done so already, please reach out to your Customer Success Manager to provide any feedback on any aspects of the product so we can hand it off to our product engineering to for future product enhancement considerations. ## Treasure Data Customer Data Platform Discussions - [How does a customer data platform work?](https://www.g2.com/discussions/how-does-a-customer-data-platform-work) - 1 comment, 1 upvote - [What is Treasuredata?](https://www.g2.com/discussions/what-is-treasuredata) - 1 comment, 1 upvote - [What is ARM treasure data?](https://www.g2.com/discussions/what-is-arm-treasure-data) - 1 comment, 1 upvote - [What does a customer data platform do?](https://www.g2.com/discussions/what-does-a-customer-data-platform-do) - 1 comment, 1 upvote - [How do I add more AI/ML features to CDP](https://www.g2.com/discussions/how-do-i-add-more-ai-ml-features-to-cdp) - 1 comment, 1 upvote - [View Treasure Data Customer Data Platform pricing details and edition comparison](https://www.g2.com/products/treasure-data-customer-data-platform/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-14+09%3A25%3A58+-0500&secure%5Bsession_id%5D=eb6fabf5-cf79-442f-a80d-d3de083453e6&secure%5Btoken%5D=ad6a19f3c9b130f535ff79c94d5deba36ee044353ffcbd5ee4613bf5497c4e15&format=llm_user) ## Treasure Data Customer Data Platform Features **Email Marketing** - Building and Personalizing Emails - Sending Outbound Emails - Manage Email Deliverability - Automated Email Responses **Online Marketing** - Landing Pages and Forms - Dynamic Content - A/B Testing - Mobile Optimized - Search Tracking and Optimization **Data Sourcing** - Data Enrichment - Expandability - Content Marketing - Multiple Devices **Platform Basics** - Templates - Exporting - Multi-user Access and Collaboration - Multiple Personas - Data Analytics **Platform Basics** - Dynamic Segmentation - Journey Optimization **Agentic AI - Firewall Software** - Autonomous Task Execution - Adaptive Learning **Lead Management** - Marketing Lead Database - Data Quality Management - Segmentation - Lead Scoring and Grading - Lead Nurturing - Online Behavior Tracking - Automated Alerts and Tasks - CRM Lead Integration **Intelligence** - Marketing Metrics - Predictive Modeling - Recommendation Engine **Platform Data** - Journey Reporting - Trends Reporting - Dashboards - Advanced Data Filtering **Agentic AI - Customer Journey Mapping** - Autonomous Task Execution **Campaign Management** - Program Management - Event / Webinar Marketing - Calendaring - Budgeting **Platform Additional Functionality** - Journey Mapping - Integrations - Automated Alerts **Social** - Social Listening - Social Sharing - Social Campaigns - Social Media Engagement - Social Media Advertising **Agentic AI - Customer Journey Analytics** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance **Reporting & Analytics** - Basic Reporting - Web Analytics - ROI Analytics - Revenue Analytics - SEO / Keyword Analytics **Platform** - Customization - Workflow Capability - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Output Document Generation **Agentic AI - Marketing Automation** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Integration** - Data Import & Export Tools - Integration APIs - Breadth of Partner Applications ## Top Treasure Data Customer Data Platform Alternatives - [Insider One](https://www.g2.com/products/insider-one/reviews) - 4.8/5.0 (1,332 reviews) - [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) - 4.3/5.0 (440 reviews) - [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) - 4.6/5.0 (756 reviews)