I Tried 8 Best Customer Data Platforms in 2025: What Works?

September 6, 2025

best customer data platforms

What is the possible reason that your customer marketing isn't yielding any significant wins? I want to tell you that it's "data."Data is an outcome of every marketing sprint or outreach you spend so much time on. But the problem occurs when you are tone-deaf to customer reciprocation and keep shooting in the dark. Untargeted marketing campaigns lead to brand damage, high bounce rates, and wasted sales and marketing resources. 

Running marketing campaigns on autopilot without understanding the value of the response or feedback via the best customer data platform is just another lost opportunity. You don't know what your customers want, where they come from, or their actual triggers or pain points.

In marketing campaigns, emotions have to be involved, along with a dedicated customer data platform to segment, categorize, and analyze raw data to assign a persona to your customer.

In this article, I have listed the top 8 customer data platforms that consolidate data into a single, actionable profile to deliver personalized experiences. Let's get into it. 

8 best customer data platforms: my personal picks

It is a long gap to bridge between how marketers view data and what the nature of data actually is. On the one hand, a customer data platform is a technical tool that creates data attribution, distributes downstream data with SQL queries, and stores customer-specific databases that help in sentiment analysis and segmentation. On the other hand, marketers (like me) mostly give their attention to vanity metrics to resonate with new customers and improve acquisition.

My experience with customer data platforms opened new ways of marketing attribution, diversifying lead sources, analyzing demographics, and sorting big data into a manageable persona to improve the success of marketing campaigns. 

Here is my analysis of customer data platforms that centralize and collect data from various lead sources, group them, and provide actionable insights to optimize your marketing campaigns. 

How did I find and evaluate these best customer data platforms?

I spent weeks trying, testing, and analyzing these customer data platforms based on key features. I also analyzed the key sentiments via real-time G2 reviews and evaluated the pros and cons, benefits and limitations, and pricing information for these tools to give a calculated take on each.

 

Further, I also used AI in the process to identify key trends and extract sentiments or common word-of-mouth reviews, common use cases, and ROI-related parameters of each tool. This helped me narrow down the most suitable tools and present unbiased insights to help you make an informed decision.

 

In cases where I couldn't personally test a tool due to limited access,  I consulted a professional with hands-on experience and validated their insights using verified G2 reviews. The screenshots featured in this article may mix those captured using testing and those obtained from the vendor's G2 page.

 

This analysis is largely based on my individual investigation of these products and testing them out in real scenarios. I tested these platforms against real-life marketing studies and business datasets to evaluate the key insights and metrics. I also factored in the real-time improvements after running consumer-specific surveys via customer data platforms to have a 360* analysis and create better strategies. 

What makes customer data platform software worth it: my opinion

It won't be just me, but a unanimous opinion of the industry that customer interactions can make or break a company's marketing strategy. Having all consumer touchpoints, reworking the engagement strategy, and analyzing key competitor data are all steps to a great marketing campaign. Exactly what a customer data platform helps you achieve.

A report by MarketsandMarkets states that the customer data platform market is experiencing substantial growth and will increase from around USD 9.72 billion in 2025 to USD 37.11 billion by 2030, registering a CAGR of 30.7%.

According to me, there are some key differentiators that have proven to be effective features of customer data platforms. They are as follows:

  • Real-time data integration and activation: I made a point to shortlist tools that offer real-time data integration and activation. That is because it is crucial to check real-time customer responses, content distribution, or content shares, and big data metrics across various channels that give me an idea of what consumers are leaning towards and what doesn't sail their boat. Real-time data integration with data entry platforms or data storage platforms also simplifies data exchanges and optimizes the work of a software developer to manage data. 
  • Unified customer profiles with identity resolution: Unlike standard data entry software, I paid attention to a customer data platform that generates customer profiles to authenticate identities and eliminate identity theft. This feature ensures that your content reaches the right audience and verifies and encrypts customer data, like an inquiry or registration, to reaffirm the identity and prevent the scope of data risk. I always ensure that the CDPs that I am considering have robust algorithms that automatically combine anonymous and known identities across devices, platforms, and browsers to generate unified profiles.
  • Flexible and no-code audience segmentation: I needed tools to segment audiences easily without always depending on IT or data teams. While IT teams can sort, group, or categorize data with structured query language (SQL), these tasks have to be standardized for sales and marketing teams to sort, segment, and align customer profiles for improved marketing. I prioritized platforms that offered no-code audience segmentation to categorize profiles based on demographic factors without delving into code too much. 
  • AI-powered predictive analytics and recommendations: I also prioritized CDP tools offering AI-powered predictive analytics and recommendations. With robust AI/ML integrations, these tools can spot data patterns and give you personalized recommendations or predictions to take versatile steps and improve your marketing campaigns. These features predict consumer behavior, build on existing data, and correlate data to predict future market strategies for you to improve your outreach efforts. 
  • Robust privacy and compliance capabilities: It's a universal fact that customer data needs to be protected. Investing in a tool that offers advanced encryption and data security is crucial to prevent unforeseen circumstances. I kept that in mind and only listed tools that adhere to government policies and compliance regulations while offering the best in industry data privacy and protection. 
  • Seamless integration ecosystem: Through my evaluation, I discovered that integration capability makes or breaks CDP value. Every CDP should seamlessly connect with my existing tech stack—CRM, marketing automation, tools, data analytics platforms, and other platforms or tech infrastructure—to fit it into the organization's network and distribute network bandwidth evenly. I also feel that a seamless integration system ensures smooth data flow and eliminates costly integration hassles and additional investment. 
  • Advanced cross-channel campaign orchestration: I also specifically looked for CDPs that offered cross-channel campaign orchestration to run simultaneous campaigns across various channels, like email, SMS, push notifications, and so on, without giving any kind of error or incompatibility issues. Having a centralized CDP to view, monitor, and manage campaign metrics across diverse lead generation sources gives you the potential to improve your strategy, pivot your messaging, and connect with consumers in a more relatable way. 
  • Real-time campaign performance analytics and attribution: Another essential feature that I prioritized was the presence of campaign performance analytics and marketing attribution. Apart from sorting and segmenting customer data, it also needs to offer a dedicated campaign dashboard to let you know about the outcome of active campaigns and the attribution of marketing channels. Real-time campaign performance analytics and attribution improve your lead acquisition strategy and help you double down on the campaign that is working best.

 I initially sorted and analyzed customer data platforms to evaluate the importance of data in marketing campaigns and create authentic data sources for the right customer marketing strategy.

Out of the 20+ tools I initially started with, I shortlisted 8 customer data platforms that checked all the boxes and proved suitable contenders for data management and analysis. 

The list below contains genuine reviews from the customer data platforms category page. To be included in this category, software must,

  • Provide a 360-degree view of the customer.
  • Gather data from multiple sources into one platform, including first-party, second-party, and third-party data from online and offline sources.
  • Unify customer profiles across systems.
  • Connect with other systems to allow marketers to execute campaigns.
  • Improve targeting for marketing campaigns. 

*This data was pulled from G2 in 2025. Some reviews may have been edited for clarity.  

1. Insider: Best for audience segmentation and campaign analysis

Insider is a customer data platform that provides facilities like data segmentation, campaign tracking, and attribution to drive cross-channel engagement.

As a category leader on G2, Insider has achieved a perfect customer satisfaction score of 100. 97% of users are willing to recommend Insider to others for content marketing, multiple devices, and a recommendation engine.

With an AI-intent engine, this tool helps you to predict customer behaviors and drive meaningful experiences via channels like websites, WhatsApp, SMS, and more.

What really hooked me about Insider was how easy it was to test and trial new features on our website before fully integrating them into our backend. It gave me the confidence to experiment and see exactly what resonates with our customers.

One standout feature for me was Insider's automated workflows, particularly through WhatsApp integration. These helped set up triggered, personalized messages based on specific user actions, which improved our conversion rates.

I was also impressed by Architect, their campaign-building tool, which offered intuitive drag-and-drop A/B testing features. It offered robust segmentation across various channels that personalized and improved targeting for customers for specific segments. 

I also loved Insider's Instory tool, which provides automated and personalized product recommendations. The tool consistently optimized recommendations based on user behavior, which noticeably improved product visibility and engagement. Custom templates were also visually appealing and resonated particularly well with our audience base.

insider

According to G2 user reviews, Insider is valued for its user-friendly campaign management, though support experiences can vary. Some reviewers note that while certain teams, like the web SDK group, are responsive, others—such as the app SDK team—have been slower to resolve issues, creating delays.

Another theme in G2 feedback relates to campaign setup and documentation. Users mention that even minor campaign changes may require developer involvement, and occasional discrepancies between documentation and the UI can slow down workflows.

Finally, data consistency is highlighted as an area for improvement. A few reviewers point out integration hiccups and rare data losses, which can impact reporting and campaign reliability.

Overall, G2 sentiment highlights Insider as a strong multi-channel campaign tool, which offers data stability and reliability.

What I like about Insider:

  • I love how I can use one single platform to carry out many different marketing functions.
  • I was also impressed with Insider's Instory tool, which highlights personalized products when a user lands on the page.

What do G2 Users like about Insider:

"I feel Insider is a powerful tool that has helped us address various challenges in the past month. I just love that the Insider team is so supportive. They suggested using AI-powered user segmentation to personalize our home page for different audience segments. We deliver a tailored experience for every customer visiting our website."

- Insider Review, Duygu P. 

What I dislike about Insider:
  • It took me some time to learn everything to use this product, as it has a lot of capabilities. 
  • Initially, integrating all customer data points into CDP was tedious, but the insights it offered were valuable.
What do G2 users dislike about Insider:

"We struggled a little bit with the Insider's panel at first with its comprehensive functions. Insider provided instruction videos instead of written articles/ instructions, which we did not find too helpful.

Customized features also took some time to communicate and discuss with the customer success team. So it took us some time to get a freeze of some of the products."

- Insider Review, Peggy L.

Starting your role as a digital marketer, but stuck in endless database streams? See how market segmentation is the most useful way to categorize consumers. 

2. Twilio Segment: Best for workflow orchestration and data compliance 

Twilio Segment tracks your customer data, analyzes campaign metrics, and provides attribution-based features to track and tweak your marketing and sales campaigns.

Based on 385 G2 reviews, Twilio Segment has received a market presence score of 88, with 90% users willing to recommend it for others for expandability and multiple device management.  

If you have ever had to send data from one tool to another (or ten others), you know how much of a nightmare that can be. Segment acts as a middleman, taking the event data from our website and piping it into whatever tools I use, like Google Analytics, Mixpanel, or the data warehouse. 

One thing I really appreciate is how easy it is to get started. The UI is pretty user-friendly, and the documentation is solid, easing the initial implementation process. 

Plus, it offers robust APIs, which are great if you need to do some custom implementations. For companies that are deep into data tracking, the ability to manage schema and enforce consistency across multiple platforms really makes it stand out from the rest. 

twilio

According to G2 reviews, Twilio Segment is highly regarded for unifying customer data, but pricing is often a sticking point. Reviewers note that costs can escalate quickly, particularly for startups or smaller teams, making budgeting more challenging.

Another theme in G2 feedback relates to setup complexity and scalability. While the initial setup is straightforward, advanced tracking or complex event schemas can feel tricky to configure. Some users also report that at very high data volumes, performance may show minor inconsistencies compared to smaller-scale use cases.

Overall, G2 sentiment positions Twilio Segment as a powerful and agile customer data platform that can help centralize data effectively.

What I like about the Twilio Segment:

  • I was impressed with the debugger, which allows you to search through API calls pretty quickly.
  • Implementing it was very easy, and it ended up being a lightweight solution for tracking, planning, pruning, and forwarding events and properties. 

What do G2 Users like about the Twilio Segment:

"Segment is very flexible with real-time data processing and analytics. Implementing Segments into the organization makes the job easy in collecting and sorting data from various platforms. Tracking customer behavior provides valuable insights into decision-making. Data forwarding and reverse ETL functions work well. Customization of pipelines helps in routing the data into specific destinations according to client needs."

- Twilio Segment Review, Varshan R. 

What I dislike about the Twilio Segment:
  • I felt the cost is a little prohibitive for smaller groups that want to grow in an orderly and strategically focused manner.
  • I feel Segment has a decent learning curve that users have to experience before using the tool.
What do G2 users dislike about Twilio Segment:

"Sometimes poor data quality leads to inaccurate insights and decisions. Also, costs can be modified so that it is easily accessible for small enterprises."

- Twilio Segment Review, Asit S. 

Check out 50+ customer data statistics to learn about market movers that leverage customer data to optimize marketing strategies. 

3. Klaviyo: Best for personalized email building and campaign automation

Klaviyo is an email marketing dashboard that allows users to create, manage, and personalize emails. It offers an intuitive user interface for tracking email campaigns, analyzing email responses, and giving personalized email recommendations.

Based on 263 G2 reviews, Klaviyo has achieved a market presence score of 85, with 93% of users likely to recommend it to others for marketing metrics, content marketing and conversational marketing. 

What really sets Klaviyo apart is its ability to create highly personalized emails and automated email flows. The level of segmentation and targeting it offers is really praiseworthy. 

I can set up advanced workflows based on user behavior, purchase history, or even browsing patterns. The automation builder also gives me control over my campaigns without needing to rely on third-party marketing tools. Speaking of third-party tools, its Shopify integration is seamless and syncs data in real-time to engage the right audience at the right time through the right channel. 

One of my favorite features of Klaviyo is its ability to create detailed email funnels for customers. Whether it is a welcome series, abandoned cart delivery, or post-purchase follow-ups, Klaviyo's automation makes it easy to design and curate emails.

Another highlight is the drag-and-drop feature. I don't have to mess around with complex coding to design professional-looking emails. It also allows me to run A/B tests on email copies, subject lines, and calls to action to see what works and what doesn't.

twilio

According to G2 user reviews, Klaviyo is praised for its personalization and customer insights, but pricing is a common concern. As email lists expand, costs rise quickly, which can feel steep for small businesses trying to scale.

Another theme in G2 feedback relates to support and reporting. While there are extensive help docs and forums, direct customer support can sometimes be slow to respond. Reporting is powerful, but some reviewers find the sheer amount of data a bit cluttered, making insights harder to extract efficiently.

Overall, G2 sentiment highlights Klaviyo as a strong customer data and engagement platform, with the ability to drive personalization and targeted consumer engagement.

What I like about Klaviyo:

  • The automation flows were super effective, and the segmentation options helped me target customers in a way that drove results. 
  • Integrating with Shopify is useful as it predicts your customers' purchase behaviors and dynamically runs specific sales campaigns. 

What do G2 Users like about Klaviyo:

"I love how Klaviyo allows for highly personalized and dynamic content. The ability to create tailored email campaigns based on customer behavior and segmentation is incredibly powerful. I also appreciate the detailed analytics that provide real-time insights into open rates, click-throughs, and revenue attribution. The pre-built email templates and automation flows save a ton of time, and the seamless integration with platforms like Shopify makes it easy to pull in customer data."

- Klaviyo Review, Janhvi S. 

What I dislike about Klaviyo:
  • As the subscriber list grew, the pricing got a little expensive for me.
  • I faced a little difficulty navigating some of the features as a new user. 
What do G2 users dislike about Klaviyo:

"The pricing can get expensive as your subscriber list grows. There are also limitations in tracking push notification campaign metrics, making it harder to measure performance. Additionally, suppressing and unsuppressing contacts can be a bit of a hassle."

- Klaviyo Review, Sharnitha H.

Check out our analysis of the 10 best marketing automation tools to personalize digital outreaches and grow your scale in 2025.

4. SAS Customer Intelligence 360: Best for CRM integration and segmentation

SAS Customer Intelligence 360 provides multi-channel marketing features to personalize consumer experience and tailor your outreach based on relevant consumer insights to optimize your chances of high output.

Based on 90+ verified G2 reviews, SAS Customer Intelligence 360 has achieved a market presence score of 84. 86% of users are likely to recommend it to others for customer journey mapping, marketing analytics, and automation.

What I love most about SAS Customer Intelligence 360 is how well it manages data. It offers real-time analytics that let me track customer interactions as they happen, which is useful for understanding customer behavior and making data-driven decisions.

I was also impressed by the platform's segmentation tools. If you are running marketing campaigns that require highly targeted customer groups, the platform makes it relatively easy to segment and categorize the audience based on demographics, previous history, and engagement levels.

It also offers solid integration capabilities and connects seamlessly with third-party platforms. This means I can pull in customer data from various sources and better tailor my campaigns.

I also want to mention their automation feature. It helped me set up workflows that trigger personalized emails, notifications, and marketing campaigns based on user behavior. This saves time and ensures timely communication. 

The reporting tools are also robust and packed with advanced features. The dashboard gives deep insights into campaign performance, allowing me to tweak things if needed.

sas-customer-intelligence

According to G2 reviews, SAS Customer Intelligence 360 is valued for its advanced analytics and omnichannel capabilities, but usability is a recurring concern. Some reviewers mention that the interface feels dated and navigating different sections can be overwhelming, especially for new users.

Another theme in G2 feedback is around setup and performance. The implementation process can be complex, and while support is available, responses aren’t always as prompt as users expect. A few also note that the platform can feel resource-heavy at times, which may slow down workflows.

Overall, G2 sentiment highlights SAS CI 360 as a powerful marketing intelligence tool whose core strengths lie in campaign tracking and consumer data insights.

What I like about SAS Consumer Intelligence 360:

  • I love that they provide a 360-degree view of the customer database.
  • Integrating third-party channels and personalizing content allowed me to target my audience and optimize results.

What do G2 Users like about SAS Consumer Intelligence 360:

"This platform allows me to better understand our web traffic as it integrates with our main sources: Google and Meta. I can observe the consumer's behavior more closely and in detail during the sales journey. This helps me to try to identify the key or strategic points that are useful for generating sales."

- SAS Customer Intelligence 360 Review, Nicole M. 

What I dislike about SAS Customer Intelligence 360:
  • I found the learning curve to be a little steep and the UI a bit complex. 
  • Another setback I found is that the mobile functionality is very slow and takes up a lot of time.
What do G2 users dislike about SAS Customer Intelligence 360:

"I use this platform on a daily basis, and the only setback I have faced is the lack of updates to some integrations. Technical support has assisted me on several occasions, and I must say that the service is good, although not excellent, as they take a while to respond."

- SAS Customer Intelligence 360 Review, Matilda G.

5. Salesforce Customer Data Platform: Best for cross-channel marketing

Salesforce Customer Data Platform enables you to connect any lead source, such as a website or email, and third-party ERPs to the main platform to build customer profiles in a centralized cloud. It also helps run drag-and-drop marketing automation campaigns across various channels.

Based on 47 verified G2 reviews, Salesforce Customer Data Platform has achieved a market presence score of 59. 88% of users are willing to recommend it to others, and 96% rate it 4 or 5 stars. 

If you work in marketing or sales, you know how crucial it is to have a unified customer view, and that is what Salesforce provides. It pulls in data from various sources, cleans it up, and builds accurate customer profiles for you and your teams.

One of the things I really appreciate is the AI-powered insights. Salesforce uses machine learning to help identify customer behaviors and predict trends, which takes a lot of guesswork out of marketing strategies.

Because it's cloud-based, I can access it from anywhere, which is a huge advantage when I work remotely. The automation features also allow me to tailor workflows based on customer preferences and events that are triggered to optimize the chance of success.

salesforce

According to G2 user reviews, Salesforce CDP is praised for delivering accurate customer insights, but pricing can be tricky to manage. Reviewers note that costs can rise quickly with large data volumes, which may pose challenges for smaller firms operating on tighter budgets.

Another common theme in G2 feedback is around usability and performance. The platform is powerful but comes with a learning curve, and some users mention slower performance when working with large datasets. Integration is another area highlighted—while Salesforce offers a wide range of connectors, setting them up isn’t always seamless, and the lack of robust sandbox environments makes testing changes more difficult.

Overall, G2 sentiment positions Salesforce CDP as a strong customer data solution, that helps drive intelligent marketing campaigns.

What I like about the Salesforce Customer Data Platform:

  • I appreciate the feature of the Marketing Cloud that teams can use to tailor their customer requirements.
  • I also loved the arsenal of cloud-based tools that help us build hyper-personalized marketing campaigns.

What do G2 Users like about the Salesforce Customer Data Platform:

"Salesforce Marketing Cloud CDP is an excellent tool for consolidating and managing customer data across multiple touchpoints. As a CRM professional, I’ve had the opportunity to use it extensively to integrate data, create more personalized customer journeys, and ultimately improve marketing strategies."

- Salesforce Customer Data Platform Review, Gabriela C. 

What I dislike about the Salesforce Customer Data Platform:
  • I noticed that it gets a little slow performance-wise during peak periods.
  • While the platform is intuitive, I had to go through a learning curve before consolidating my data.
What do G2 users dislike about Segment:

"Pricing model is a little confusing. If the data cloud team can educate all their customers about their pricing model with Agentforce, it will be better to under a large investment."

- Salesforce Sales Cloud Platform Review, Rajnish K.

6. Microsoft Dynamics 365 Customer Insights: Best for real-time intelligence 

Microsoft Dynamics 365 Customer Insights is a powerful and agile tool that centralizes customer data, appends new actions to the database, and gives marketing teams real-time insights across the customer journey.

Based on 16 G2 reviews, Microsoft Dynamics 365 Customer Insights has received a market presence score of 73. 81% of users are willing to recommend it to others, and 94% rate it 4 or 5 stars. 

I have spent a lot of time working with Microsoft Dynamics 365 Customer Insights, and I have to say, there is quite a lot going on with this platform.

If you are looking for a data-driven and AI-powered customer insights platform, this one will best suit your needs, especially if you are part of the Microsoft ecosystem.

One of the biggest advantages I have noticed is how effortlessly it integrates with other Microsoft tools like Azure, Power BI, Power Apps, and even the broader Dynamics 365 suite. Since my data tends to be scattered across multiple platforms, I really appreciate how Dynamics 365 Customer Insights pulls everything into a single, unified view.

I was also impressed with the customer data unification, which let me collect structured and unstructured data from multiple sources to create a 360-degree customer profile. This alone makes it incredibly powerful for businesses that rely on deep analytics and actionable insights.

I also loved how easy it is to deploy apps and customize my experience. I am not stuck with a rigid, one-size-fits-all solution. Instead, I can spin up version-driven apps tailored for different teams and functions, making the system feel more flexible rather than restrictive. 

Because I automate repetitive tasks whenever possible, the native integrations with Power Automate and custom workflows give me a lot of freedom to personalize my outreaches.

microsoft

According to G2 user reviews, Microsoft Dynamics 365 Insights is praised for its robust CRM and analytics features, but the interface can feel less intuitive than expected. Setting up workflows is possible without advanced skills, though reviewers note that it often involves more steps than they’d like.

Another theme in G2 feedback is around custom models and advanced analytics. While the platform supports powerful features, some users find its modeling capabilities limited compared to their expectations, and note that unlocking the full potential often requires a significant investment in licensing and implementation.

Overall, G2 sentiment highlights Dynamics 365 Insights as a strong platform for sales and engagement tracking.

What I like about Microsoft Dynamics 365 Customer Insights:

  • It helped me build a unified customer profile by leveraging both structured and unstructured data and collating insights from multiple systems.
  • I also loved the integration of a version-driven feature that releases a particular version of an app to a set of particular users. 

What do G2 Users like about Microsoft Dynamics 365 Customer Insights:

"Microsoft Dynamics 365 for Customer Insights allows gathering of information from different sources and consolidation for an actionable insight. This information can help an organization identify new customer needs and preferences."

- Microsoft Dynamics 365 Customer Insights Review, Young K.

What I dislike about Microsoft Dynamics 365 Customer Insights:
  • I was a little confused about setting up customer profiles. However, it seems to be improving with newer updates.
  • I also discovered that we cannot use this software without an active internet connection, limiting its functionalities. 
What do G2 users dislike about Microsoft Dynamics 365 Customer Insights:

"Creating alternative lists or pulling specific info was difficult. This may just have been because of how the company set it up, but any time we wanted to make a new list or change the format of anything, we had to go through our system admin, which was a long process."

- Microsoft Dynamics 365 Customer Insights, Verified User in Sports

7. SAP Customer Data Platform: Best for predictive modeling

SAP Customer Data Platform provides cloud-based data warehousing to prepare customer data, analyze data parameters, and store transactional data to tweak and personalize your omnichannel campaigns.

Based on 47 verified G2 reviews, SAP CDP has a market presence score of 59, with 96% of users rating it 4 or 5 stars, and 88% users are likely to recommend it to others in the overall business segment.

One of the things I really like about this platform is how well it harmonizes data and prevents you from dealing with mismatched or duplicate lead records. It brings everything together in a clean ecosystem, which makes it much easier for us to work with large datasets.

As someone who works extensively in marketing, I appreciate how well this platform integrates with third-party marketing tools in an ERP suite.

It helps streamline campaigns, making segmenting audiences and personalizing outreach easier. Pulling customer data from multiple sources is a game-changer, allowing me to have a unified view of user behavior across multiple channels.

sap-cdp

According to G2 reviews, SAP CDP is recognized for its strong data management capabilities, but pricing is often cited as an area of confusion. Some users mention that clearer tiers or usage-based options would make it easier to forecast costs.

Another theme in G2 feedback relates to usability and setup. While the platform is powerful, reviewers note a learning curve, with configuration sometimes requiring extra time and reliance on documentation. Integration is smoother if you’re already in the SAP or Salesforce ecosystem, but aligning it with other systems can take more effort.

Overall, G2 sentiment highlights SAP CDP as a robust option for managing and segmenting customer data. 

What I like about the SAP Customer Data Platform:

  • I love how it helps manage and consolidate customer data from different sources in a unified platform.
  • Learning and implementing new things felt a bit tricky, but the SAP support team offered complete support to make the process easy.

What do G2 Users like about the SAP Customer Data Platform:

"SAP Customer Data Platform helps us build trust with customers and reduce the time spent marketing products. It has a holistic view of customer data, which is very helpful to our management in making decisions. It complies with all of our required compliance."

- SAP Customer Data Platform Review, Rajiv T.

What I dislike about the SAP Customer Data Platform:
  • I felt it was a little complex for me to configure and implement, and it had a steep learning curve.
  • There were distinct dashboards for different marketing campaigns; one consolidated analytics dashboard would have helped me. 
What do G2 users dislike about the SAP Customer Data Platform:

"It took some time for the SAP Customer Data Platform algorithms to react and present the relevant recommendations when we changed our website; initially, we found trying out different use cases across all channels challenging. Yet, with the arrival of more and more pre-built templates, we can start complicated user journeys via channels based on user affinity to interact, with literally just a few clicks."

- SAP Customer Data Platform Review, Matthew S. 

8. Treasure Data CDP: Best for dynamic segmentation and journey reporting 

Treasure Data Customer Data Platform gives you an integrated customer insight dropdown and helps reduce operational costs, mitigate risks, and run personalized marketing campaigns. 

Based on 147 Verified G2 reviews, Treasure Data CDP has received a market presence score of 77. Users are likely to recommend the platform at a rate of 90%.

One of the features I admire most about Treasure Data is its real-time reporting and audience segmentation features. The Audience Studio makes it incredibly easy to query and refine customer profiles, allowing me to create targeted campaigns.

The automation capabilities are also top-notch, as they help trigger events based on specific customer responses. This tool also provides data visualization to give clear insights and make it easy to track performance from time to time.

Another feature I appreciate is the ability to unify customer data across multiple platforms and leverage raw data into structured data to build personalized marketing strategies.

I also want to highlight the seamless integrations that connect Treasure Data with other martech tools and its robust API capabilities, which simplify data transfers from any other tool, like CRM. Scalability is another major win; whether handling thousands or millions of records, the platform is up to speed with performance and efficiency.

treasure-data

According to G2 user reviews, Treasure Data CDP is valued for real-time insights and automation, though customer support can feel uneven. Some reviewers mention that response times and troubleshooting resolutions take longer than expected, which can slow down issue resolution.

Another theme in G2 feedback relates to pricing and feature access. While the platform is powerful, advanced capabilities are often tied to higher-cost tiers, and users suggest that more flexible pricing options would make it easier for mid-sized businesses to adopt.

Overall, G2 sentiment highlights Treasure Data CDP as a reliable and scalable platform. highlighting support, responsiveness, and pricing flexibility.

What I like about Treasure Data Customer Data Platform:

  • I loved the integration of real-time reporting with the main UI to help marketers make calculated decisions.
  • I found building and monitoring data pipelines and maintaining accurate customer profiles easy. 

What do G2 Users like about Treasure Data Customer Data Platform:

"The frequency of use of the platform for our team and the ease with which it helps implement end-to-end solutions with the ease of integration make it a wonderful tool on a day-to-day basis."

- Treasure Data Customer Data Platform Review, Shrinidhi S. 

 

What I dislike about Treasure Data Customer Data Platform:
  • I would prefer more transparency in customer data, something like a data catalog to cross-check details.
  • I struggled with connecting this platform to the traditional backend systems, but once set up, it was easy to continue working.
What do G2 users dislike about Treasure Data Customer Data Platform:

"It shows some errors that take a lot of time to get resolved, which helps productivity, but there are no proper guidelines to resolve the issue."

- Treasure Data Customer Data Platform Review, Chitwan S. 

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Best Customer Data Platforms: Frequently Asked Questions (FAQs)

1. What are the best customer data platform companies?

Top picks include Twilio Segment (workflow orchestration and data compliance), Salesforce CDP (cross-channel activation), Microsoft Dynamics 365 Customer Insights (real-time profiles), Insider (advanced segmentation), SAP CDP (predictive modeling), Treasure Data CDP (dynamic segmentation), Klaviyo (personalized email), and SAS CI 360 (AI-assisted CRM integration).

2.  How does a CDP handle identity resolution across multiple sources?

Modern CDPs combine deterministic matching (IDs, emails) with probabilistic signals (behavioral patterns) to unify profiles, then continuously reconcile conflicts. The result is a single, trusted customer view that updates as new events arrive.

3. What governance and compliance features should a CDP include?

Look for encryption in transit/at rest, role-based access, audit logs, and consent management aligned to GDPR/CCPA. Platforms like Twilio Segment and SAS CI 360 emphasize policy controls, retention windows, and data minimization.

4. Can a CDP integrate with my existing martech/analytics stack?

Yes—these CDPs expose prebuilt connectors, REST APIs, and webhooks to CRMs, ad platforms, BI tools, and data lakes. Salesforce CDP, Twilio Segment, and Treasure Data are especially strong on connectors and event routing.

5. How do CDPs support real-time ingestion and activation?

They stream events from web/app, POS, and CRM into a unified profile, then segment and activate to channels like email, ads, and on-site personalization. Microsoft Customer Insights, Insider, and Treasure Data focus on real-time audiences and journey triggers.

6. What are the recommendations for CDP apps for SaaS businesses?

Twilio Segment (event pipelines, governance) and Treasure Data (journey analytics) fit product-led SaaS. If lifecycle email and triggered campaigns are core, pair with Klaviyo.

7. What are the customer data software top picks for mid-sized companies?

Mid-market stacks often center on Salesforce CDP or Microsoft Customer Insights for native CRM alignment, with Insider for segmentation and cross-channel orchestration.

8. Which is the best CDP tool for app developers?

Twilio Segment excels at developer workflows, including SDKs, schema controls, replay, and destination catalogs. Treasure Data adds flexible ingestion and strong pipeline observability.

9. What are the top customer data platforms for software companies?

For product analytics and growth loops, use Twilio Segment and Treasure Data for pipelines and journeys. Add Insider to operationalize advanced targeting across channels.

10. What are the best-rated CDPs for software firms prioritizing personalization?

Klaviyo stands out for email/SMS personalization and templated flows; pair it with Segment for granular event capture and clean profiles.

11. What is the best platform to manage customer data in IT services?

SAS CI 360 and SAP CDP offer robust data governance, modeling, and enterprise controls, which are useful for regulated or services-heavy environments.

12. What’s the leading CDP service for digital agencies?

Agencies benefit from Twilio Segment (multi-tenant data routing), Insider (campaign orchestration), and Salesforce CDP (activation at scale) to serve varied client stacks.

13. What are the most popular CDP solutions for a growing tech business?

Treasure Data (scalable audiences), Microsoft Customer Insights (real-time profiles), and Segment (destination breadth) scale smoothly as volumes increase.

14. Which CDP software is highly recommended for data-driven apps?

Choose Twilio Segment for granular events and governance, and layer Treasure Data or Salesforce CDP for modeling and activation loops.

15. What’s the best CDP software for small tech startups?

Start lean with Klaviyo for lifecycle messaging plus Segment for lightweight event capture; add Insider later for cross-channel journeys as volume grows.

16. Are there free or entry-level options worth exploring?

Pricing varies: Klaviyo offers accessible tiers (~$60/month), Segment provides starter plans, and others list pricing on request with modular add-ons.

17. How should I choose among these CDPs?

Anchor on primary use case (activation vs. orchestration vs. modeling), data volume, and CRM/stack alignment. Shortlist two—one for time-to-value and one for scale/governance—then run a proof of value on real segments and channels.

Know your customers inside out

Without delving into the right data, you cannot create and launch customer-oriented campaigns, as you have not factored in their preferences or recommendations.

Learning this was a major takeaway after analyzing each customer data platform to its full potential. Seeking customer insights, cleansing and segmenting inbound leads, and personalizing campaigns are some of the main features of customer data platforms that can benefit sales and marketing teams the most. However, depending on your needs and budget, the final decision on what tool fits your operational workflow rests with your team.

Build new-age marketing strategies with the 7 best marketing analytics software analyzed by my peer, and easily fine-tune your targeting and engagement outreach. 


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