# Best Enterprise Data Management Platforms (DMP) *By [Yukta Rustagi](https://research.g2.com/insights/author/yukta-rustagi)* Products classified in the overall Data Management Platform (DMP) category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Data Management Platform (DMP) to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Data Management Platform (DMP) category. In addition to qualifying for inclusion in the Data Management Platforms (DMP) category, to qualify for inclusion in the Enterprise Business Data Management Platforms (DMP) category, a product must have at least 10 reviews left by a reviewer from an enterprise business. ## Category Overview **Total Products under this Category:** 160 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,100+ Authentic Reviews - 160+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. --- **Sponsored** ### AdLib DSP Scale your programmatic media buying smarter, faster, and more profitably Independent agencies and marketers in growth-mode use the AdLib platform to deliver premium programmatic performance without the complexity, cost, or overhead of traditional DSPs. The AdLib platform provides the tools, data, and automation to run enterprise-quality campaigns — from CTV and Audio to Geofencing and YouTube — all under one roof, with zero trafficking headaches. We've helped independent agencies grow their client base five times over while keeping costs steady. Wellness brands have tripled their return on ad spend. Gaming apps have cut their user acquisition costs by 40%. Self-Service Buying Platform An easy to use DSP-agnostic platform where campaigns launch in minutes across every channel, screen stype, and stage of the funnel. Managed Service Buying Fully managed trafficking & optimization allows your team to focus on core business functions rather than the complexities of ad placement, bidding, and optimization. Programmatic APIs Build your own applications, workflows, and products on top of the AdLib platform to save time and make more revenue. White Labeled DSP Instantly launch your own branded programmatic offering without investing in development or specialized resources for support and campaign management. Automated Client Billing Improve cash flow and reduce the risk of nonpayment by automatically invoicing and collecting payments on a daily, weekly, or monthly basis via credit card, wire transfer, or ACH payment. Infinitely Customizable Reduce setup time with customized workflows and automated ad operations at a massive scale TEAM: Early & Long Term MediaMath & HudsonMX Employees. Programmatic marketing pioneers, engineers, and thought leaders with decades of experience New York | London | Los Angeles | San Francisco | Scottsdale | Detroit | Berlin | Bengaluru | São Paulo | Buenos Aires | Querétaro [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=287&secure%5Bdisplayable_resource_id%5D=281&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=281&secure%5Bplacement_resource_ids%5D%5B%5D=289&secure%5Bplacement_resource_ids%5D%5B%5D=280&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=126174&secure%5Bresource_id%5D=287&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-management-platform-dmp%3Fpage%3D10&secure%5Btoken%5D=b2812c9c39a76adfd68a4774a410ba9e6aeae52e48bb4a24a5ad9d7dade381b9&secure%5Burl%5D=https%3A%2F%2Fgetadlib.com%2Fdemo&secure%5Burl_type%5D=book_demo) --- ## Top-Rated Products (Ranked by G2 Score) ### 1. [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews) Salesforce Data Cloud unlocks the full value of your enterprise data by powering Customer 360 apps, Agentforce, and enhancing your existing data lake and warehouse investments with real-time insights and intelligent action. Natively built on the Salesforce Platform, Data Cloud is designed to complement—not replace—your current systems. It acts as a smart data bridge, unifying structured and unstructured data from lakes, warehouses, and business applications using low-code tools. With Zero Copy architecture and deep partnerships with Amazon, Snowflake, Databricks, and Google, you can maximize existing data investments and activate data seamlessly across the Salesforce ecosystem. **Average Rating:** 4.3/5.0 **Total Reviews:** 236 **User Satisfaction Scores:** - **Ease of Admin:** 8.5/10 (Category avg: 8.4/10) - **Internationalization:** 10.0/10 (Category avg: 8.4/10) - **Performance and Reliability:** 10.0/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Seller Details:** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (581,281 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (88,363 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Salesforce Developer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Mid-Market, 35% Enterprise #### Pros & Cons **Pros:** - Platform Integration (79 reviews) - Ease of Use (56 reviews) - Easy Integration (53 reviews) - Data Discovery (39 reviews) - Integrations (38 reviews) **Cons:** - Learning Curve (53 reviews) - Expensive (44 reviews) - Difficult Learning (37 reviews) - Complexity (36 reviews) - Complex Setup (34 reviews) ### 2. [Adobe Audience Manager](https://www.g2.com/products/adobe-audience-manager/reviews) Adobe Audience Manager is the DMP offering within the Adobe Marketing Cloud, and the leading DMP in the market according to the latest report from Forrester. With Adobe Audience Manager, marketers (publishers and advertisers) can build unique audience profiles and view them holistically (360 customer view) across all business units. Key features include integration of online and offline data from every imaginable source (1st, 2nd, and 3rd party data) to deliver a unified view of audiences to targeting and personalization platforms – website, search, and display. **Average Rating:** 4.0/5.0 **Total Reviews:** 25 **User Satisfaction Scores:** - **Ease of Admin:** 6.9/10 (Category avg: 8.4/10) - **Internationalization:** 8.2/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.8/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Seller Details:** - **Seller:** [Adobe](https://www.g2.com/sellers/adobe) - **Year Founded:** 1982 - **HQ Location:** San Jose, CA - **Twitter:** @Adobe (956,297 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1480/ (41,539 employees on LinkedIn®) - **Ownership:** NASDAQ:ADBE **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising - **Company Size:** 68% Enterprise, 21% Small-Business ### 3. [Permutive](https://www.g2.com/products/permutive/reviews) Permutive is a predictive data collaboration platform designed to facilitate the secure collaboration among publishers, advertisers, agencies, and retail media leaders. This innovative solution integrates clean room capabilities, curation, and first-party data activation into a single, privacy-first framework. By focusing on data security and compliance, Permutive allows users to leverage their data effectively while adhering to privacy regulations. The platform is particularly beneficial for organizations looking to enhance their advertising strategies through better data utilization. Publishers can optimize their audience signals, while advertisers gain access to valuable insights that drive campaign performance. The ability to collaborate across multiple channels without compromising data integrity makes Permutive an essential tool for businesses aiming to maximize their advertising impact in a privacy-conscious environment. Key features of Permutive include its advanced Data Clean Room, which enables advertisers to work securely with over 150 publishers on the open internet. This feature eliminates the need to share personally identifiable information (PII), move data, or engage in complex coding processes, thereby simplifying the collaboration process. Additionally, the platform’s reimagined Data Management Platform (DMP) harnesses artificial intelligence to enhance workflow efficiency, provide actionable insights, and recommend proactive opportunities for users. Permutive stands out in the market with its proprietary taxonomy and AI-driven modeling, which together create curated packages that emphasize contextual relevance and real-time publisher insights. This unique approach allows for stronger targeting and access to brand-safe inventory, ultimately leading to measurable outcomes for advertisers. By combining first-party affinity data with publisher signals, Permutive empowers media-buying agencies to make informed decisions that drive successful advertising campaigns. Overall, Permutive offers a robust solution for organizations seeking to navigate the complexities of identity and data collaboration in the digital advertising landscape. Its focus on privacy, security, and collaboration positions it as a valuable resource for those looking to enhance their advertising efforts while maintaining compliance with data protection regulations. **Average Rating:** 4.5/5.0 **Total Reviews:** 82 **User Satisfaction Scores:** - **Ease of Admin:** 8.9/10 (Category avg: 8.4/10) - **Internationalization:** 7.7/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.6/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Seller Details:** - **Seller:** [Permutive](https://www.g2.com/sellers/permutive) - **Company Website:** https://permutive.com - **Year Founded:** 2016 - **HQ Location:** London - **Twitter:** @permutive (1,208 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/9314455/ (108 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Publishing, Marketing and Advertising - **Company Size:** 47% Mid-Market, 36% Enterprise #### Pros & Cons **Pros:** - Ease of Use (6 reviews) - Customer Support (5 reviews) - Easy Integrations (5 reviews) - Features (5 reviews) - Integrations (5 reviews) **Cons:** - Data Accessibility (3 reviews) - Data Inaccuracy (3 reviews) - Expensive (2 reviews) - Poor Customer Support (2 reviews) - Complex Setup (1 reviews) ### 4. [Oracle Data Cloud](https://www.g2.com/products/oracle-data-cloud/reviews) Oracle Data Cloud helps advertisers connect with the right customer, personalize every interaction, and measure the effectiveness of each engagement. Oracle Data Cloud creates true cross-channel consumer understanding, so you know more about who your customers are, what they do, where they go, and what they buy. **Average Rating:** 4.0/5.0 **Total Reviews:** 38 **User Satisfaction Scores:** - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) - **Internationalization:** 9.0/10 (Category avg: 8.4/10) - **Performance and Reliability:** 9.2/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Seller Details:** - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle (827,310 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (199,301 employees on LinkedIn®) - **Ownership:** NYSE:ORCL **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 36% Mid-Market, 33% Enterprise #### Pros & Cons **Pros:** - Analytics (1 reviews) - Ease of Understanding (1 reviews) - Ease of Use (1 reviews) - User Interface (1 reviews) **Cons:** - Expensive (1 reviews) ### 5. [Lotame Spherical Platform](https://www.g2.com/products/lotame-spherical-platform/reviews) Spherical data collaboration platform (DCP) makes it smarter, faster, and easier to enrich customer data, get deep consumer insights, and create data-empowered audiences that beat advertising KPIs. Propel your business beyond the competition with operational efficiencies and benchmark-beating outcomes. • Unlock first-party data with powerful unification • Scale first-party data for greater reach and performance • Enrich your data to understand & close customers • Reach the right people in all the right places • Fill in data gaps with preferred partners without moving data About Lotame Lotame is a technology company that makes data smarter, faster, and easier to use for digital marketers. Our end-to-end data collaboration platform Spherical empowers thousands of marketers, agencies, and media owners to onboard, access, analyze, and activate the data they need to understand and engage consumers. Our proven commitment to industry interoperability, connectivity, and privacy help drive successful business outcomes for companies on their terms. Lotame is headquartered in the United States and serves global clients in North America, Latin America, Europe, Middle East, Africa, and Asia Pacific. Contact Us today at lotame.com **Average Rating:** 4.4/5.0 **Total Reviews:** 112 **User Satisfaction Scores:** - **Ease of Admin:** 8.5/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.7/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Seller Details:** - **Seller:** [Lotame](https://www.g2.com/sellers/lotame) - **Year Founded:** 2006 - **HQ Location:** Columbia, MD - **Twitter:** @Lotame (7,066 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/64620/ (123 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Online Media - **Company Size:** 57% Mid-Market, 29% Small-Business ### 6. [MediaMath by Infillion](https://www.g2.com/products/mediamath-by-infillion/reviews) MediaMath is a global omnichannel demand-side platform (DSP) that opens up the limitless possibilities of programmatic to meet brands' and agencies' unique goals. A pioneer in the industry introducing the first DSP with the company's founding in 2007, MediaMath was acquired by Infillion in 2023, an advertising technology company that owns and markets premium advertising products, to provide advertisers with an end-to-end solution including attention-guaranteed video and unique first-party data for future-proofed programmatic and creative solutions. MediaMath's programmatic platform offers a customizable tech stack with a modular, API-first approach for flexibility and customization, future-proofed identity solutions to expand addressability, curated inventory optimized towards specific KPIs for powerful results, and transparency into performance for improved efficiency.  **Average Rating:** 3.9/5.0 **Total Reviews:** 118 **User Satisfaction Scores:** - **Ease of Admin:** 7.7/10 (Category avg: 8.4/10) - **Internationalization:** 8.0/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.0/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Seller Details:** - **Seller:** [Infillion](https://www.g2.com/sellers/infillion) - **Company Website:** https://infillion.com/ - **Year Founded:** 2008 - **HQ Location:** New York, US - **Twitter:** @infilliontech (305 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/infilliontech/ (174 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Account Manager - **Top Industries:** Marketing and Advertising, Internet - **Company Size:** 51% Mid-Market, 25% Small-Business #### Pros & Cons **Pros:** - Ad Management (1 reviews) - Advertising Management (1 reviews) - Budget Management (1 reviews) - Campaign Management (1 reviews) - Campaigns (1 reviews) **Cons:** - Complexity (1 reviews) - Complex Setup (1 reviews) - Complex User Interface (1 reviews) - Dashboard Issues (1 reviews) - Difficult Navigation (1 reviews) ## Parent Category [Digital Advertising Tech](https://www.g2.com/categories/digital-advertising-tech) ## Related Categories - [Video Advertising Software](https://www.g2.com/categories/video-advertising) - [Demand Side Platform (DSP)](https://www.g2.com/categories/demand-side-platform-dsp) - [Cross-Channel Advertising Software](https://www.g2.com/categories/cross-channel-advertising) --- ## Buyer Guide ### What You Should Know About Data Management Platforms (DMP) ### What are Data Management Platforms (DMP)? For companies that collect large amounts of data regarding the impact of marketing and advertising campaigns, data management and analysis is key. Data management platforms (DMPs) help companies store and analyze data that can come from multiple sources. Since advertising and marketing campaigns, as well as customer and audience sentiment and reactions, are ever-changing, DMPs are crucial to companies for quick and easy analysis. DMPs are used for customer insight development, targeted media buying, [CRM software](https://www.g2.com/categories/crm) optimization, and marketing content optimization, just to name a few. Due to the breadth of DMP functionality, businesses across industries must make sure to align their goals with what a DMP can offer. Specific companies have different reasons for managing data, and must make sure their DMP organizes, analyzes, and presents customer data in an effective way. Depending on a company’s particular industry, the type of data gathered and the way it is used will vary. As you consider adopting this technology, be aware of what data you need to gather and access, as well as what works well for your particular industry. Key Benefits of DMPs - Improve audience data collection, organization, and utilization - More effectively market and prospect potential customers - Customize content gathered from a CRM or other data sources - Improve channel and campaign flexibility - Generate unique audience insights ### Why Use DMP Software? Cross-referencing first- and third-party data can lead to extremely positive results for marketers. Examining both types of data provides opportunity to hyper-target and hyper-personalize marketing toward customers, helping deliver the right message at the right time. That being said, it’s important to note that DMPs integrate first- and third-party data differently from one another. Integration of data is such a priority for businesses because it helps create rich, well-rounded customer profiles, allowing marketers to create more thoughtful, targeted messages. When shopping around for a customer data platform, understand how data can be input and exacted from the platform. Benefits that users said they received from implementing and using DMPs include a unified data hub and a higher accuracy in audience targeting and segmentation. **Data hub —** DMPs are, by definition, centralized storage hubs for behavioral data. Many reviews left for the products in this category discuss the effectiveness of those hubs. As your business scales, you are likely to cull marketing data, user data, and audience data from various channels using a diverse stack of software. Just as [master data management software](https://www.g2.com/categories/master-data-management-mdm) is designed to centralize and manage internal operations data, these tools help to manage consumer insights in one convenient place. DMPs will often integrate with CRM platforms so that valuable marketing-based information can be exported as CRM data. **More accurate targeting —** Segmentation and targeting of customers needs to be accurate, or companies face losing customers. Tracking audience data in response to advertising and marketing campaigns significantly helps retargeting efforts, especially if a company wants to expand their audience. Collecting data from a variety of sources helps businesses create robust customer profiles, enabling them to better understand who they are targeting. Also, when determining the direction of a campaign, a larger data set typically leads to better results, and assists greatly in advertising efforts and placements. ### Who Uses DMPs? The high-level insights made possible with these tools are especially useful for certain departments within an organization. The following are the ideal users of this technology. **Marketers —** For a digital marketing team involved with programmatic ad buying and campaign development, there is no limit to the amount of consumer insights that are worth collecting. Marketers can leverage the audience data within these platforms to make educated choices in the messaging, timing, and placement of advertisements on digital channels. From content marketing to location-based mobile ads, each decision needs to be carefully thought out, due to the resources and effort involved. Having this far-reaching consumer data in one convenient location is a boon for marketers seeking to make the most of every campaign. **Sales —** There is a plethora of [sales software](https://www.g2.com/categories/sales) designed to give these teams a leg up on the competition and perform at the highest level. Data management platforms can complement these solutions by giving sales teams a deeper understanding of target customers and the channels they frequent. While marketing teams leverage this centralized data for digital advertising campaigns, sales leaders can use it to refine outreach tactics and assemble the best possible list of leads. The sales and marketing departments should work in tandem to ensure that messaging is aligned and the needs of customers met. Sharing the insights that are gathered on DMPs can go a long way in unifying these efforts. **Product —** A product strategy should never stop evolving. When a product team has a firm grasp on brand reputation, customer behaviors, and audience demographics, they can deliver the right offerings at the optimal time, and shape these products and services around the consumers who stand to benefit. This also goes for executive teams and others involved with plotting the direction of a brand’s offerings or marketing. Having easy access to audience data from a wide array of sources helps decision-makers keep a finger on the pulse of their most valuable assets: the consumers. ### DMP Features Marketing is the first step in the customer journey. The powerful software in this category can help light the way for successful marketing by giving brands a complete view of their target market, from social media to their favorite mobile apps. It also provides a window into the successes and failures of ongoing marketing efforts. The following are some common features of DMPs that enable a business to understand the customer experience so that they can communicate their message more clearly than ever. **Audience data and insights —** Analytics are a key piece in the DMP puzzle, allowing you to contrast your audience against first- and third-party data sources. This helps you learn more about who they are and how they engage with your content. Each platform offers different insights on audience behavior, demographics, and interests in relation to your branding and marketing. It is important to determine which system aligns with your goals to build a well-informed target audience. Depending on your reach and active marketing channels, your audience will vary in size and complexity, and so will the analytics you collect. **Data integration —** Tools in this category provide first-party data integration with ad servers, DSPs, and SSPs, and other data sources for inbound and outbound data transfer. They may also offer second- and third-party integration. Second-party integration allows the user to combine first-party data with additional first-party unstructured data of strategic partners. Third-party integration involves integrations with external data providers, and the real-time import of their structured and unstructured data. Examples of these are businesses such as ad agencies and companies with similar clients, as well as open source databases on the web. As DMP solutions collect this disparate data, they will unify the information into a single customer view, so users can manage the analytics without the need for multiple windows or separate tools. Users can program these tools to standardize second- and third-party data from different sources and agencies so it enters the system in the company’s preferred format. Administrators can also create filters to weed out unnecessary data points during the transfer. **Data cleansing —** A number of apps in this category include technology for cleaning and enriching data as it enters the system. This can include processes like fixing typos, deduping/merging leads, and autocorrecting the formatting of data to fit your company’s preferences. The cleansing features in some cases will automatically normalize the field values in your data. Some products offer exception management tools, which scan your databases and correct anomalies that found their way into the system. **Account and lead scoring —** Analytics tools within DMP products have a variety of benefits to the user. Among these is the creation of customer segments for future marketing. With a thorough data analysis, you can create unique user profiles and prioritize certain groups that are most likely to respond positively to your marketing. This allows for not only advanced targeting in your marketing strategy but also an increased focus on personalization for these high-ROI clients. Furthermore, agencies can streamline their pipeline with lead routing and account assignment features in some platforms. Some platforms take advantage of modern [machine learning software](https://www.g2.com/categories/machine-learning) to help companies define and reach their optimal audience. ### Software and Services Related to DMPs The following solutions are worth being considered alongside data management platforms and can help elevate and automate your company’s marketing initiatives. [**Demand side platforms (DSPs)**](https://www.g2.com/categories/demand-side-platform-dsp) **—** Demand side platforms enable the real-time purchasing of digital ad space at pivotal moments in a customer’s buying journey. A focused digital advertising effort might capitalize on the consumer data provided by DMPs to make these timely decisions and place relevant ads on websites while the target audience is browsing. Web administrators use a similar software, [supply side platforms (SSPs)](https://www.g2.com/categories/supply-side-platform-ssp), to promote and sell these valuable ad spaces when the ideal opportunities arise. As online advertising becomes more and more competitive, the ability to make these in-the-moment marketing decisions are increasingly valuable for brands hoping to reach people as they go about their online routines. DSPs are a natural complement to DMPs for enabling well-informed ad buying decisions. [**Retargeting software**](https://www.g2.com/categories/retargeting) **—** The people who visit your brand’s website are often the ideal audience for ads, as they have shown a direct interest in your product or service. Retargeting software tracks this visitor behavior with help from cookies and automates the deployment of display ads across this network of visitors. While storing your various forms of marketing data on DMPs and using it to shape your campaigns, retargeting tools help to keep your brand fresh in the minds of your past visitors. These ads can be easy wins for a brand, and retargeting is a common marketing strategy for thousands of companies with an established online presence.