# Best Data Management Platforms (DMP) - Page 2 *By [Yukta Rustagi](https://research.g2.com/insights/author/yukta-rustagi)* Data management platforms (DMPs) serve as central hubs that store and analyze customer, audience, and marketing data from multiple sources, enabling ad agencies, marketers, and publishers to create rich, custom data sets and more effectively target users for online advertising through unified first-party and third-party data. ### Core Capabilities of DMP Software To qualify for inclusion in the DMP category, a product must: - Pull in and store data from multiple sources such as first-party websites and software, third-party data providers, and offline sources - Output data into [DSPs](https://www.g2.com/categories/demand-side-platform-dsp), [SSPs](https://www.g2.com/categories/supply-side-platform-ssp), and other advertising tools to inform ad buying decisions ### Common Use Cases for DMP Software Marketing, advertising, and publisher teams use DMPs to centralize audience data and activate it across digital advertising channels. Common use cases include: - Aggregating first-party data from CRM, website analytics, and ad technology alongside third-party data to build rich audience segments - Feeding audience segments into DSPs and SSPs to improve ad targeting precision and campaign performance - Analyzing audience behavior across channels to refine targeting strategies and reduce wasted ad spend ### How DMP Software Differs from Other Tools DMPs pull data from multiple first-party sources, including [CRM software](https://www.g2.com/categories/crm), [digital analytics software](https://www.g2.com/categories/digital-analytics), and advertising technology, alongside third-party data providers to create a unified audience data layer. Unlike customer data platforms (CDPs), which focus on creating persistent individual customer profiles for personalized marketing, DMPs are primarily built for anonymous audience segmentation and programmatic advertising activation. ### Insights from G2 on DMP Software Based on category trends on G2, audience segmentation depth and seamless integration with DSPs and SSPs stand out as the most valued capabilities. These platforms deliver improvements in targeting accuracy and campaign ROI as primary outcomes of adoption. ## G2 Grid® for Data Management Platforms (DMP) ![G2 Grid® for Data Management Platforms (DMP) plotting products by satisfaction and market presence](https://www.g2.com/categories/data-management-platform-dmp/grids.png?focus%5B%5D=1173013&focus%5B%5D=97996&focus%5B%5D=29443&focus%5B%5D=92223&focus%5B%5D=5431&focus%5B%5D=4986&focus%5B%5D=109733&focus%5B%5D=52001) Highlighted products: Salesforce Data 360 (formerly Data Cloud), Permutive, Keboola, PreciseFP, Zeta Marketing Platform, Adobe Audience Manager, Versium REACH, and Oracle Data Cloud. Underlying data: [Grid® JSON](https://www.g2.com/categories/data-management-platform-dmp/grids.json?focus%5B%5D=salesforce-data-360-formerly-data-cloud&focus%5B%5D=permutive&focus%5B%5D=keboola&focus%5B%5D=precisefp&focus%5B%5D=zeta-marketing-platform&focus%5B%5D=adobe-audience-manager&focus%5B%5D=versium-reach&focus%5B%5D=oracle-data-cloud) ## How Many Data Management Platforms (DMP) Products Does G2 Track? **Total Products under this Category:** 159 ### Category Stats (Jul 2026) - **Average Rating**: 4.25/5 (↓0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: SurveyCTO (+0.05%) - Among all products in this category, SurveyCTO recorded the largest rating increase compared to last month *Last updated: July 26, 2026* ## How Does G2 Rank Data Management Platforms (DMP) Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,200+ Authentic Reviews - 159+ 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. ## What Are the Top-Rated Data Management Platforms (DMP) Products in 2026? ### 1. [Cinchy](https://www.g2.com/products/cinchy-cinchy/reviews) With the Cinchy Data Collaboration platform liberate data from applications and control and connect as data products in a network, eliminating the need for future data integration. Build a more agile data ecosystem that makes change simple, rapidly accelerates business outcomes, and fosters collaborative intelligence across your enterprise. With Cinchy, cure the pains of integration to deliver projects at half the cost and time, improve data governance with universal data access controls, and provide data access to business users for self-serve reporting and analytics. **Average Rating:** 4.8/5.0 **Total Reviews:** 19 **How Do G2 Users Rate Cinchy?** - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.3/10 (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) **Who Is the Company Behind Cinchy?** - **Seller:** [Cinchy](https://www.g2.com/sellers/cinchy) - **Year Founded:** 2017 - **HQ Location:** Toronto, ON - **Twitter:** @itscinchy (460 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/16200640/ (40 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services - **Company Size:** 53% Mid-Market, 37% Enterprise #### What Are Recent G2 Reviews of Cinchy? **"[Powerful tool - outstanding technology partner](https://www.g2.com/survey_responses/cinchy-review-8004644)"** **Rating:** 5.0/5.0 stars *— Peter F.* [Read full review](https://www.g2.com/survey_responses/cinchy-review-8004644) --- **"[Wonderful experience working with Cinchy team](https://www.g2.com/survey_responses/cinchy-review-8132727)"** **Rating:** 5.0/5.0 stars *— Verified User in Financial Services* [Read full review](https://www.g2.com/survey_responses/cinchy-review-8132727) --- #### What Are G2 Users Discussing About Cinchy? - [What is Cinchy used for?](https://www.g2.com/discussions/what-is-cinchy-used-for) ### 2. [ClicData](https://www.g2.com/products/clicdata/reviews) ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-assisted Analytics. It is built to support the full data lifecycle, from ingestion and storage to transformation, visualization, and distribution, within a single environment. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Our core capabilities include: - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving your team leads and operational teams direct access to up-to-date dashboards and reports. AI-assisted features support anomaly detection and automated alerting, so leadership can be notified of significant changes in key metrics without relying on manual monitoring. Scheduling and alerting features support proactive monitoring without manual intervention. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows or predictive model development. AI capabilities are accessible at the pipeline level, allowing practitioners to integrate predictive models or automated data quality checks directly into existing data flows. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. AI-assisted features surface trends, forecasts, and anomalies directly within dashboards, making it possible for non-technical users to act on predictive insights without requiring analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, without requiring those users to log into a separate BI tool. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, and analytics in one platform. It is suited for growing organizations looking to standardize how data is collected, managed, and consumed across different teams and functions. **Average Rating:** 4.4/5.0 **Total Reviews:** 36 **How Do G2 Users Rate ClicData?** - **Ease of Admin:** 8.8/10 (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)?:** 6.9/10 (Category avg: 10/10) **Who Is the Company Behind ClicData?** - **Seller:** [ClicData](https://www.g2.com/sellers/clicdata) - **Company Website:** https://www.clicdata.com/ - **Year Founded:** 2008 - **HQ Location:** Lille, France - **Twitter:** @ClicData (806 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/278851/ (46 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Small-Business, 32% Mid-Market #### What Are Recent G2 Reviews of ClicData? **"[Quick and simple solution to implement with a responsive and efficient helpdesk team](https://www.g2.com/survey_responses/clicdata-review-11445571)"** **Rating:** 4.5/5.0 stars *— Verified User in Restaurants* [Read full review](https://www.g2.com/survey_responses/clicdata-review-11445571) --- **"[Outstanding Customer Service and Communication from the ClicData Team](https://www.g2.com/survey_responses/clicdata-review-12848126)"** **Rating:** 4.0/5.0 stars *— Verified User in Primary/Secondary Education* [Read full review](https://www.g2.com/survey_responses/clicdata-review-12848126) --- #### What Are G2 Users Discussing About ClicData? - [What are the benefits of business intelligence?](https://www.g2.com/discussions/clicdata-what-are-the-benefits-of-business-intelligence) - [How do I create a dashboard in ClicData?](https://www.g2.com/discussions/how-do-i-create-a-dashboard-in-clicdata) - 1 comment, 1 upvote - [Is ClicData free?](https://www.g2.com/discussions/is-clicdata-free) - 1 comment - [What is CLIC software?](https://www.g2.com/discussions/what-is-clic-software) - 1 comment ### 3. [Oracle Customer Data Management Cloud](https://www.g2.com/products/oracle-customer-data-management-cloud/reviews) Oracle Customer Data Management Cloud (CDM) offers customer data management capabilities on a subscription-based SaaS platform. CDM Cloud is a simple, quick, and scalable solution that any company can use to consolidate account and contact data originating from multiple sources, verify addresses, resolve duplicate record issues, and ensure customer profile that can be trusted by the entire organization. **Average Rating:** 3.7/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Oracle Customer Data Management Cloud?** - **Ease of Admin:** 6.7/10 (Category avg: 8.4/10) - **Internationalization:** 5.0/10 (Category avg: 8.4/10) - **Performance and Reliability:** 6.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Oracle Customer Data Management Cloud?** - **Seller:** [Oracle](https://www.g2.com/sellers/oracle) - **Year Founded:** 1977 - **HQ Location:** Austin, TX - **Twitter:** @Oracle (827,997 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (208,078 employees on LinkedIn®) - **Ownership:** NYSE:ORCL **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 17% Enterprise #### What Are Recent G2 Reviews of Oracle Customer Data Management Cloud? **"[Executive Review](https://www.g2.com/survey_responses/oracle-customer-data-management-cloud-review-3209497)"** **Rating:** 4.0/5.0 stars *— Verified User in Financial Services* [Read full review](https://www.g2.com/survey_responses/oracle-customer-data-management-cloud-review-3209497) --- **"[Oracle Review](https://www.g2.com/survey_responses/oracle-customer-data-management-cloud-review-4331738)"** **Rating:** 4.5/5.0 stars *— Verified User in Public Relations and Communications* [Read full review](https://www.g2.com/survey_responses/oracle-customer-data-management-cloud-review-4331738) --- ### 4. [SAP Data Management](https://www.g2.com/products/sap-data-management/reviews) You cannot afford to run your business on questionable data. With SAP® Data Services software, you can access, transform, and connect data to fuel your critical business processes. Together, these enterprise-class solutions enable data integration and data quality, providing the right level of insight across your business so you can make better decisions and operate more effectively. **Average Rating:** 4.0/5.0 **Total Reviews:** 31 **How Do G2 Users Rate SAP Data Management?** - **Ease of Admin:** 7.1/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.9/10 (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) **Who Is the Company Behind SAP Data Management?** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,052 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®) - **Ownership:** NYSE:SAP **Who Uses This Product?** - **Company Size:** 69% Enterprise, 22% Mid-Market #### What Are Recent G2 Reviews of SAP Data Management? **"[Manage with the Best](https://www.g2.com/survey_responses/sap-data-management-review-3338001)"** **Rating:** 4.5/5.0 stars *— Verified User in Mechanical or Industrial Engineering* [Read full review](https://www.g2.com/survey_responses/sap-data-management-review-3338001) --- **"[Great Data Management Software](https://www.g2.com/survey_responses/sap-data-management-review-5247432)"** **Rating:** 5.0/5.0 stars *— Verified User in Professional Training & Coaching* [Read full review](https://www.g2.com/survey_responses/sap-data-management-review-5247432) --- #### What Are G2 Users Discussing About SAP Data Management? - [What is SAP Data Management used for?](https://www.g2.com/discussions/what-is-sap-data-management-used-for) - [How does SAP MDG work?](https://www.g2.com/discussions/how-does-sap-mdg-work) - [Which database is used by SAP?](https://www.g2.com/discussions/which-database-is-used-by-sap) - [Is SAP a database management system?](https://www.g2.com/discussions/is-sap-a-database-management-system) - [What is SAP data management?](https://www.g2.com/discussions/what-is-sap-data-management) ### 5. [Tubular](https://www.g2.com/products/tubular/reviews) Chartbeat, Inc. includes four product lines — Chartbeat, Tubular, Lineup, and FatTail — and combines analytics that power smarter audience strategies with revenue solutions that simplify ad operations and accelerate monetization. Tubular Labs, the social video intelligence company, is the only solution that provides a unified view of the content, interests, and behaviors of audiences across Instagram, YouTube, Facebook, Twitch, and more. With the largest social video database covering over 15+ billion videos and 45+ million creators, Tubular helps the largest media companies, hundreds of household name brands, and leading agencies grow their business by anticipating content trends and changing behaviors in order to make smart decisions. For more information, visit www.tubularlabs.com. **Average Rating:** 4.3/5.0 **Total Reviews:** 21 **How Do G2 Users Rate Tubular?** - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Tubular?** - **Seller:** [Chartbeat](https://www.g2.com/sellers/chartbeat) - **Year Founded:** 2009 - **HQ Location:** New York, NY - **Twitter:** @Chartbeat (24,171 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1004390/ (133 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Online Media - **Company Size:** 64% Mid-Market, 27% Enterprise #### What Are Recent G2 Reviews of Tubular? **"[Continuously impressed with all the data available, there isn't enough time to go through everything](https://www.g2.com/survey_responses/tubular-review-9130209)"** **Rating:** 5.0/5.0 stars *— Evelyn N.* [Read full review](https://www.g2.com/survey_responses/tubular-review-9130209) --- **"[Why I've been using Tubular for 7 Years and Counting!](https://www.g2.com/survey_responses/tubular-review-9358802)"** **Rating:** 5.0/5.0 stars *— Verified User in Online Media* [Read full review](https://www.g2.com/survey_responses/tubular-review-9358802) --- ### 6. [Connect](https://www.g2.com/products/bridge-connect/reviews) CONNECT, powered by BRIDGE, makes digital advertising seamless, offering agencies, small businesses, media companies, and enterprises a powerful way to plan, build Data Safe℠ audiences, activate, and measure campaigns—all with no platform fees. Our solution lets you intuitively create custom consent-based, privacy-compliant PII audiences of real people for each campaign. Once your audience is created, launch campaigns across Email, Social Media, Display, CTV/OTT, and Audio, reaching people where they’re most engaged. Plus, you can choose between self-service or full-service campaign management options to fit your needs. Since each campaign starts with an audience of real people, reporting and attribution is very clear. Gain deep insights with visual reporting down to the person level, and track real impact with our free People Match™ solution, linking actual conversions and sales to the real people in your audience. Platform Highlights Include: Data Safe℠: We prioritize compliance, data accuracy, and privacy by updating real people’s profiles monthly, ensuring brand safety, peace of mind, better performance, and fraud prevention. Over 15,000 Segments: Build custom audiences with our data safe attributes, ranging from Automotive to Transactions to B2B. Transparent, People-Based Reporting: Our people-based reporting helps you focus on what really matters - the real people who see and engage with your campaigns. No cookies or random results, only real, verified people. Flexible Usage: Use Connect as a managed-service solution, run campaigns yourself, or integrate our audience data with your preferred DSP. White-label our solutions branded as your own and go to market effortlessly with our powerful, first-party data-driven platform. **Average Rating:** 4.8/5.0 **Total Reviews:** 27 **How Do G2 Users Rate Connect?** - **Ease of Admin:** 9.2/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.3/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 0.6/10 (Category avg: 10/10) **Who Is the Company Behind Connect?** - **Seller:** [Bridge](https://www.g2.com/sellers/bridge-5da05a00-39e0-4fda-8631-8d7c9cf2e995) - **Company Website:** https://thebridgecorp.com - **Year Founded:** 2010 - **HQ Location:** Paramus, US - **LinkedIn® Page:** https://www.linkedin.com/company/the-bridge-corporation (190 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Broadcast Media - **Company Size:** 52% Small-Business, 22% Enterprise #### What Are Connect's Pros and Cons? **Pros:** - Ease of Use (12 reviews) - Audience Targeting (11 reviews) - Campaign Management (10 reviews) - Customer Support (10 reviews) - Easy Setup (9 reviews) **Cons:** - Lack of Clarity (4 reviews) - Poor Reporting (4 reviews) - Reporting Issues (4 reviews) - Audience Management (3 reviews) - Audience Targeting (3 reviews) ### What Do G2 Reviewers Say About Connect? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **exceptional ease of use** of Connect, making transitions and daily operations effortless and efficient. - Users value the **effective audience targeting** of Connect, significantly enhancing their marketing efforts with verified contacts. - Users appreciate the **seamless campaign management** of Connect, enhancing workflow and delivering reliable, effective marketing solutions. - Users commend the **prompt customer support** of Connect, enhancing their experience with quick responses and clear explanations. - Users value the **easy setup** of Connect, which simplifies workflow and enhances overall operational efficiency. **Cons:** - Users express frustration over the **lack of clarity** in tactics and reports, complicating their ad management experience. - Users find the **reporting process cumbersome** , wishing for simpler, automated reports to improve efficiency. - Users find creating reports **time-consuming and confusing** , preferring simpler, more efficient data sharing options. - Users often face **challenges in building audiences** , finding the process time-consuming and lacking intuitive features. - Users experience **difficulties with audience targeting** , finding it time-consuming and complex to build the right audiences. #### What Are Recent G2 Reviews of Connect? **"[Consistent Support and Effective Targeting with Connect](https://www.g2.com/survey_responses/connect-review-11877730)"** **Rating:** 5.0/5.0 stars *— Carlos F.* [Read full review](https://www.g2.com/survey_responses/connect-review-11877730) --- **"[Reliable Insights, Seamless Setup](https://www.g2.com/survey_responses/connect-review-11884314)"** **Rating:** 5.0/5.0 stars *— Carlos D.* [Read full review](https://www.g2.com/survey_responses/connect-review-11884314) --- ### 7. [Plauti](https://www.g2.com/products/plauti/reviews) Plauti keeps your CRM data accurate, complete, and ready for business. Verify, deduplicate, manipulate, and assign records automatically so your teams can trust their data and act fast. Because when data is right, actions are right. And when actions are right, trust follows. - Verify: validate and format addresses, emails and phone numbers - Plauti Agentforce: power agents with data management actions - Deduplicate: find, prevent and merge duplicate records - Assign: route and assign any record instantly - Manipulate: handle data in single-action execution - Restore: Restore record changes across your data within Salesforce Whether you're improving customer experience, achieving AI readiness, improving data governance or driving operational efficiency, the solutions work together to turn scattered data into a trusted resource that fuels confident decision-making and business growth. \> 100% Native to Salesforce - No external processing, full data control. \> Enterprise security -Salesforce compliance, no third-party risks. \> No-Code customization - Adapt workflows easily, without IT reliance. \> Scalable & efficient - Automate processes and manage data at scale. **Average Rating:** 4.4/5.0 **Total Reviews:** 115 **How Do G2 Users Rate Plauti?** - **Ease of Admin:** 8.6/10 (Category avg: 8.4/10) - **Internationalization:** 9.4/10 (Category avg: 8.4/10) - **Performance and Reliability:** 9.6/10 (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) **Who Is the Company Behind Plauti?** - **Seller:** [Plauti](https://www.g2.com/sellers/plauti) - **Company Website:** https://plauti.com/ - **Year Founded:** 2011 - **HQ Location:** Arnhem, Netherlands - **LinkedIn® Page:** https://www.linkedin.com/company/plauti-b-v-/ (58 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Non-Profit Organization Management, Computer Software - **Company Size:** 56% Mid-Market, 35% Small-Business #### What Are Plauti's Pros and Cons? **Pros:** - Ease of Use (30 reviews) - Duplicate Management (29 reviews) - Customer Support (19 reviews) - Merging Leads (16 reviews) - Customization (10 reviews) **Cons:** - Learning Curve (8 reviews) - Complexity (7 reviews) - Data Management Issues (6 reviews) - Limitations (6 reviews) - Limited Functionality (6 reviews) ### What Do G2 Reviewers Say About Plauti? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Plauti, appreciating its straightforward, customizable interface and responsive support. - Users appreciate the **powerful duplicate management features** of Plauti, offering customizable criteria and advanced merge rules. - Users praise the **customer support** for being helpful and quick to respond, enhancing the overall experience with Plauti. - Users appreciate the **ease and efficiency of merging leads** with Duplicate Check, thanks to customizable merge rules and support. - Users appreciate the **customization options** of Plauti, which allow tailored solutions for different organizational needs. **Cons:** - Users find the **learning curve steep** , with complex configurations and unclear features making initial use challenging. - Users find the **complexity of options and configurations** in Plauti overwhelming and challenging to master. - Users express frustration with **data management issues** , highlighting limitations in Merge Rules and storage concerns. - Users experience **difficulties with data validation rules** and limits on records, impacting their growing company's needs. - Users find **limited functionality** in Plauti, especially in matching rules, creating confusion during the deduplication process. #### What Are Recent G2 Reviews of Plauti? **"[Affordable, No-Frills Duplicate Management—Best for Experienced Users](https://www.g2.com/survey_responses/plauti-review-11822086)"** **Rating:** 4.0/5.0 stars *— Jonathan W.* [Read full review](https://www.g2.com/survey_responses/plauti-review-11822086) --- **"[Plauti: Seamless Salesforce Integration and Reliable Deduplication](https://www.g2.com/survey_responses/plauti-review-12675539)"** **Rating:** 5.0/5.0 stars *— Verified User in Manufacturing* [Read full review](https://www.g2.com/survey_responses/plauti-review-12675539) --- #### What Are G2 Users Discussing About Plauti? - [How do I check for duplicates in Salesforce?](https://www.g2.com/discussions/how-do-i-check-for-duplicates-in-salesforce) - 1 comment, 1 upvote ### 8. [Timbr](https://www.g2.com/products/timbr/reviews) Timbr is the ontology-based semantic layer used by leading enterprises to make faster, better decisions with ontologies that transform structured data into AI-ready knowledge. By unifying enterprise data into a SQL-queryable knowledge graph, Timbr makes relationships, metrics, and context explicit, enabling both humans and AI to reason over data with accuracy and speed. Its open, modular architecture connects directly to existing data sources, virtualizing and governing them without replication. The result is a dynamic, easily accessible model that powers analytics, automation, and LLMs through SQL, APIs, SDKs, and natural language. Timbr lets organizations operationalize AI on their data - securely, transparently, and without dependence on proprietary stacks - maximizing data ROI and enabling teams to focus on solving problems instead of managing complexity. **Average Rating:** 4.4/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Timbr?** - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 9.2/10 (Category avg: 8.8/10) **Who Is the Company Behind Timbr?** - **Seller:** [Timbr.ai](https://www.g2.com/sellers/timbr-ai) - **Year Founded:** 2018 - **HQ Location:** Raanana , IL - **LinkedIn® Page:** https://www.linkedin.com/company/timbr-ai (9 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 63% Small-Business, 38% Enterprise #### What Are Timbr's Pros and Cons? **Pros:** - Features (2 reviews) - SQL Support (2 reviews) - Automation (1 reviews) - Data Analysis (1 reviews) - Data Management (1 reviews) **Cons:** - Learning Curve (2 reviews) - Complex Usability (1 reviews) - Expensive (1 reviews) - Limited Customization (1 reviews) ### What Do G2 Reviewers Say About Timbr? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **abundant features** of Timbr, enabling systematic data analysis and meaningful graph creation. - Users value the **SQL support** in Timbr, which simplifies data understanding and enhances graphically meaningful analysis. - Users appreciate the **good automation tools** in Timbr, simplifying email campaigns, social media posts, and repetitive tasks. - Users value the **rich data analysis features** of Timbr, enabling systematic and meaningful visualizations from complex datasets. - Users appreciate the **powerful data management** features of Timbr, making complex SQL joins easier to handle. **Cons:** - Users find that the **learning curve** is steep, especially for those with non-technical backgrounds. - Users find Timbr's **complex usability** challenging, especially those from non-technical backgrounds, leading to a steep learning curve. - Users find the subscription price **a bit high** for small enterprises, with limited customization options available. - Users find the **limited customization** options of Timbr restrictive, impacting their ability to tailor the product to needs. #### What Are Recent G2 Reviews of Timbr? **"[Best software for data analysis and management.](https://www.g2.com/survey_responses/timbr-review-10747542)"** **Rating:** 4.5/5.0 stars *— Mohit M.* [Read full review](https://www.g2.com/survey_responses/timbr-review-10747542) --- **"["Detailed Review on Timbr: Unlocking Power of Smart AI Tool"](https://www.g2.com/survey_responses/timbr-review-11709730)"** **Rating:** 4.5/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/timbr-review-11709730) --- ### 9. [Adform Integrated Advertising Platform](https://www.g2.com/products/adform-integrated-advertising-platform/reviews) The Integrated Advertising Platform provides a centralized command center for creating, activating, and managing campaigns across all channels and the corresponding media in one place with a unified experience and technology. Our holistic approach has not only focused on reducing unnecessary steps, redundant tasks, and unwarranted complexity in the DSP, DMP, and Ad Server. The IAP also closes the gaps between these technologies and delivers a seamless integration providing significant benefits. Ideal for medium to large enterprises in local or global markets. **Average Rating:** 4.3/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Adform Integrated Advertising Platform?** - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) - **Internationalization:** 7.5/10 (Category avg: 8.4/10) - **Performance and Reliability:** 7.5/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind Adform Integrated Advertising Platform?** - **Seller:** [Adform](https://www.g2.com/sellers/adform) - **Year Founded:** 2002 - **HQ Location:** Copenhagen, Capital Region - **LinkedIn® Page:** https://www.linkedin.com/company/adform (871 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 55% Small-Business, 45% Mid-Market #### What Are Recent G2 Reviews of Adform Integrated Advertising Platform? **"[Adform stands out as a beacon of excellence in the digital advertising landscape.](https://www.g2.com/survey_responses/adform-integrated-advertising-platform-review-8745172)"** **Rating:** 5.0/5.0 stars *— Zivile V.* [Read full review](https://www.g2.com/survey_responses/adform-integrated-advertising-platform-review-8745172) --- **"[Aids in accomplishing marketing objectives](https://www.g2.com/survey_responses/adform-integrated-advertising-platform-review-8701798)"** **Rating:** 5.0/5.0 stars *— Sunder I.* [Read full review](https://www.g2.com/survey_responses/adform-integrated-advertising-platform-review-8701798) --- #### What Are G2 Users Discussing About Adform Integrated Advertising Platform? - [Which platform is best for advertising?](https://www.g2.com/discussions/which-platform-is-best-for-advertising) - 1 comment - [What is adform flow?](https://www.g2.com/discussions/what-is-adform-flow) - [Is adform a DMP?](https://www.g2.com/discussions/is-adform-a-dmp) ### 10. [BidVertiser](https://www.g2.com/products/bidvertiser/reviews) BidVertiser is a direct advertising network. **Average Rating:** 3.3/5.0 **Total Reviews:** 4 **How Do G2 Users Rate BidVertiser?** - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (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)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind BidVertiser?** - **Seller:** [BidVertiser](https://www.g2.com/sellers/bidvertiser) - **Year Founded:** 1998 - **HQ Location:** Tirat Carmel, IL - **Twitter:** @at_bidvertiser (21 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/bidvertiser/ (12 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of BidVertiser? **"[Reliable platform with long-term proven results](https://www.g2.com/survey_responses/bidvertiser-review-11624144)"** **Rating:** 5.0/5.0 stars *— waaap n.* [Read full review](https://www.g2.com/survey_responses/bidvertiser-review-11624144) --- **"[Best ad network to get high traffic for low price](https://www.g2.com/survey_responses/bidvertiser-review-5154245)"** **Rating:** 4.0/5.0 stars *— Bhabishya B.* [Read full review](https://www.g2.com/survey_responses/bidvertiser-review-5154245) --- #### What Are G2 Users Discussing About BidVertiser? - [What is BidVertiser used for?](https://www.g2.com/discussions/what-is-bidvertiser-used-for) - 1 comment ### 11. [Core Audience](https://www.g2.com/products/core-audience/reviews) Core Audience is the first software-as-a-service audience management platform built for brands. **Average Rating:** 3.1/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Core Audience?** - **Ease of Admin:** 5.0/10 (Category avg: 8.4/10) - **Internationalization:** 10.0/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.9/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind Core Audience?** - **Seller:** [Hearst](https://www.g2.com/sellers/hearst) - **Year Founded:** 1887 - **HQ Location:** New York, New York, United States - **Twitter:** @hearst (31,063 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hearst (6,808 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Mid-Market, 25% Enterprise #### What Are Recent G2 Reviews of Core Audience? **"[Great Ad Network/DSP](https://www.g2.com/survey_responses/core-audience-review-34351)"** **Rating:** 4.0/5.0 stars *— Jesse C.* [Read full review](https://www.g2.com/survey_responses/core-audience-review-34351) --- **"[Its a great tool for enhancing the brand value and service qaulity](https://www.g2.com/survey_responses/core-audience-review-9606267)"** **Rating:** 4.5/5.0 stars *— Hetvi S.* [Read full review](https://www.g2.com/survey_responses/core-audience-review-9606267) --- ### 12. [JetPack Data](https://www.g2.com/products/jetpack-data/reviews) JetPack Data is a platform which transforms instantly and automatically any data file into analysis. **Average Rating:** 4.5/5.0 **Total Reviews:** 4 **How Do G2 Users Rate JetPack Data?** - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) - **Internationalization:** 10.0/10 (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)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind JetPack Data?** - **Seller:** [JetPack Data](https://www.g2.com/sellers/jetpack-data) - **Year Founded:** 2016 - **HQ Location:** Paris, FR - **LinkedIn® Page:** https://www.linkedin.com/company/jetpack-data (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of JetPack Data? **"[JetPack](https://www.g2.com/survey_responses/jetpack-data-review-1568546)"** **Rating:** 4.5/5.0 stars *— Verified User in Accounting* [Read full review](https://www.g2.com/survey_responses/jetpack-data-review-1568546) --- **"[It takes a few minutes to setup and is user friendly.](https://www.g2.com/survey_responses/jetpack-data-review-10288360)"** **Rating:** 4.0/5.0 stars *— Elizabeth L.* [Read full review](https://www.g2.com/survey_responses/jetpack-data-review-10288360) --- #### What Are G2 Users Discussing About JetPack Data? - [What is JetPack Data used for?](https://www.g2.com/discussions/what-is-jetpack-data-used-for) ### 13. [Mammoth](https://www.g2.com/products/mammoth/reviews) Mammoth is a data preparation and automation platform that enables business and technical users to clean, transform, and operationalize data for analytics and reporting. It sits in the category of data transformation and workflow automation software, providing tools for working with structured files, databases, and cloud sources without requiring complex scripting. The platform is designed for teams that need to centralize disparate data, reduce manual spreadsheet work, and create repeatable processes that feed dashboards, models, and operational systems. Mammoth is used by analysts, operations teams, and data-adjacent professionals who manage recurring data tasks or require a more scalable alternative to spreadsheet-based workflows. Common use cases include preparing sales or marketing data for dashboards, normalizing exports from multiple vendors, building automated reporting pipelines, and consolidating data from different systems into a single, analyzable format. Users typically adopt Mammoth when they need a solution that bridges the gap between traditional BI tools and heavier data engineering platforms, providing a middle layer that is accessible while still offering advanced transformation capabilities. Key characteristics of the platform include visual, step-based transformations; support for importing files of various formats; the ability to automate recurring workflows; and integrations that allow processed data to be sent downstream to databases, BI tools, or cloud storage. The software is suited for organizations of different sizes, particularly those without dedicated data engineering resources but with recurring analytical or reporting needs. Main features and capabilities include: • Tools for cleaning, transforming, and joining datasets without needing to write code. • Automated workflows that run on schedules or triggers to support recurring reporting. • Connectivity with files, spreadsheets, databases, and cloud data sources. • Options to export or sync processed data into analytics platforms or operational systems. • A workspace environment that supports collaboration across analysts and operational teams. Primary benefits for users include: • Reduced manual spreadsheet work and fewer repetitive data-prep tasks. • Improved consistency and accuracy in recurring datasets used for reporting. • Faster time from raw data to analysis-ready outputs. • Centralization of disparate data sources into unified workflows. • Greater accessibility to data transformation for non-engineering roles. **Average Rating:** 4.8/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Mammoth?** - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Mammoth?** - **Seller:** [Mammoth Software](https://www.g2.com/sellers/mammoth-software) - **Year Founded:** 2017 - **HQ Location:** London, GB - **LinkedIn® Page:** https://www.linkedin.com/company/mammothanalytics (24 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business #### What Are Recent G2 Reviews of Mammoth? **"[Streamlines Data Integration, Amazing.](https://www.g2.com/survey_responses/mammoth-review-12075176)"** **Rating:** 5.0/5.0 stars *— Roland B.* [Read full review](https://www.g2.com/survey_responses/mammoth-review-12075176) --- **"[Empowering Non-Coders with Data Insights](https://www.g2.com/survey_responses/mammoth-review-12067660)"** **Rating:** 5.0/5.0 stars *— Ken B.* [Read full review](https://www.g2.com/survey_responses/mammoth-review-12067660) --- #### What Are G2 Users Discussing About Mammoth? - [What is Mammoth used for?](https://www.g2.com/discussions/what-is-mammoth-used-for) ### 14. [Neustar PlatformOne](https://www.g2.com/products/neustar-platformone/reviews) Neustar PlatformOne is an integrated marketing solution that gives marketers a complete, real-time portrait of their customers and prospects based on accurate data, enabling a personalized dialogue across all marketing channels. **Average Rating:** 4.0/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Neustar PlatformOne?** - **Ease of Admin:** 7.5/10 (Category avg: 8.4/10) - **Internationalization:** 6.7/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.9/10 (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) **Who Is the Company Behind Neustar PlatformOne?** - **Seller:** [Neustar](https://www.g2.com/sellers/neustar) - **Year Founded:** 1996 - **HQ Location:** Sterling, VA - **Twitter:** @Neustar (10,853 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5349/ (945 employees on LinkedIn®) - **Ownership:** NYSE: NSR **Who Uses This Product?** - **Company Size:** 75% Mid-Market, 25% Small-Business #### What Are Neustar PlatformOne's Pros and Cons? **Pros:** - Attribution Accuracy (1 reviews) - Audience Activation (1 reviews) - Data Management (1 reviews) - Integrations (1 reviews) - Real-Time Processing (1 reviews) **Cons:** - Sync Issues (1 reviews) - Tracking Issues (1 reviews) ### What Do G2 Reviewers Say About Neustar PlatformOne? *AI-generated summary from verified user reviews* **Pros:** - Users value the **attribution accuracy** of Neustar PlatformOne, enabling precise and highly targeted marketing campaigns. - Users value the **real-time customer data integration** for executing highly targeted campaigns with precision. - Users value the **real-time data integration** of Neustar PlatformOne, enabling precise and targeted marketing campaigns. - Users value the **real-time data integration** in Neustar PlatformOne, enabling precise targeting for effective campaigns. - Users value the **real-time processing** of Neustar PlatformOne, enabling precise and targeted customer campaigns. **Cons:** - Users experience **sync issues** that can delay data processing and campaign implementation during peak times. - Users often face **delays in data synchronization** , impacting timely campaign implementation during high traffic periods. #### What Are Recent G2 Reviews of Neustar PlatformOne? **"[The definitive platform for combining online and offline insights](https://www.g2.com/survey_responses/neustar-platformone-review-707279)"** **Rating:** 5.0/5.0 stars *— Verified User in Insurance* [Read full review](https://www.g2.com/survey_responses/neustar-platformone-review-707279) --- **"[Brands turn this customer data into market strategies](https://www.g2.com/survey_responses/neustar-platformone-review-10949424)"** **Rating:** 4.0/5.0 stars *— Michal F.* [Read full review](https://www.g2.com/survey_responses/neustar-platformone-review-10949424) --- #### What Are G2 Users Discussing About Neustar PlatformOne? - [What is Neustar PlatformOne used for?](https://www.g2.com/discussions/what-is-neustar-platformone-used-for) ### 15. [Optable](https://www.g2.com/products/optable/reviews) \*Optable is the Agentic Audience Platform for publishers and media companies.\* Optable provides the infrastructure publishers need to build identity, activate premium audiences, and transact efficiently in an era of AI-powered advertising. Trusted by leading publishers and media companies including Hearst, iHeartMedia, Unity, Mediavine, and Raptive, Optable is the infrastructure for publishers who want to own their data, scale their audience business, and prepare for the agentic advertising ecosystem. \*Agentic Collaboration\* As a founding member of the Ad Context Protocol (AdCP) — the open standard for machine-to-machine communication across the advertising ecosystem – Optable’s platform is already interoperable with the AI-powered buying workflows that are reshaping how premium inventory is discovered and transacted. Optable is also a member of the IAB Tech Lab and chairs the Prebid Agentic PMC Taskforce, helping define the standards that will govern agentic advertising across the industry. Optable's Audience Agent expedites audience planning. Audience Agent can ingest RFP briefs in natural language, synthesize audiences across first-party data, third-party signals, and behavioral events, and return ranked recommendations with confidence scores in minutes rather than days. It only builds against data that actually exists in the publisher's platform and activates approved audiences directly to connected SSPs and ad servers without manual setup. Building on this foundation, Optable's Sales Agent sits at the center of the deal lifecycle, receiving inbound requests from AI-powered buyers, applying publisher-defined rules, and coordinating with buyer agents to execute deals automatically. Publishers use these agentic tools to win more RFPs, tap into new advertising partners, and grow their advertising business. Together, these agents form the early architecture of the Agentic Collaboration Marketplace: an emerging ecosystem that allows premium publishers to become discoverable and transactable to AI-powered buyers through open protocols. \*Identity & Signal Enrichment\* Optable gives publishers a private identity graph that the publisher owns outright. Authenticated emails, device IDs, MAIDs, household IPs, and CRM records are resolved into unified user clusters. The ID Switchboard sits on top of this graph and centralizes resolution across 8+ identity partners in a single control plane. UID2, ID5, LiveRamp, Criteo, Yahoo Connect, and more enrich bid requests in real time with full provenance labeling. Customers see CPM lifts, addressability expansion, and programmatic revenue gains as a result. \*Audience Management & Activation\* Optable's audience management layer turns a publisher's existing content and user signals into packaged, sellable audience products from day one. Optable Attributes delivers pre-integrated third-party enrichment directly into a publisher's platform at onboarding, so sales teams can start pitching fully-packaged, enriched audience segments right away. Optable's contextual classification engine uses LLMs to map publisher content to IAB taxonomy as well as custom audiences in real time, expanding on the keyword-matching systems most competitors still rely on. Publishers can build, enrich, and activate first-party and third-party audiences across ad platforms like Google Ad Manager, The Trade Desk, Amazon DSP, Meta, and all major SSPs. Privacy-preserving & interoperable data clean room applications allow collaboration with advertisers without exposing raw user data; partners can onboard in as little as 10 minutes with a no-code interface or direct integration with AWS Clean Rooms, Snowflake, and more. \*Enterprise Scale & Interoperability\* Optable serves publishers and media companies representing 25K+ domains and $3B+ in annual ad spend, resolving 500M+ IDs per day across 30B+ active profiles. With 75+ integrations spanning all major DSPs, SSPs, and clouds, Optable replaces the fragmented stack of DMPs, CDPs, identity vendors, and clean room tools with a single, modular platform. This convenience reduces total cost of ownership while giving publishers the identity foundation and audience activation capabilities they need to compete with walled gardens and thrive in the emerging agentic marketplace. **Average Rating:** 5.0/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Optable?** - **Ease of Admin:** 9.2/10 (Category avg: 8.4/10) - **Internationalization:** 8.9/10 (Category avg: 8.4/10) - **Performance and Reliability:** 9.4/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind Optable?** - **Seller:** [Optable](https://www.g2.com/sellers/optable) - **Year Founded:** 2020 - **HQ Location:** Montreal, CA - **LinkedIn® Page:** https://www.linkedin.com/company/optableco (61 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 50% Mid-Market #### What Are Optable's Pros and Cons? **Pros:** - Audience Activation (3 reviews) - Audience Targeting (3 reviews) - Customer Support (3 reviews) - Marketing Campaigns (3 reviews) - Customer Engagement (2 reviews) **Cons:** - Difficult Learning (1 reviews) - Learning Curve (1 reviews) - Limited Customization (1 reviews) - Technical Expertise (1 reviews) ### What Do G2 Reviewers Say About Optable? *AI-generated summary from verified user reviews* **Pros:** - Users value the **audience activation capabilities** of Optable, enhancing their ability to run targeted campaigns effectively. - Users value the **audience targeting capabilities** of Optable, enabling fast, data-driven campaign execution for better results. - Users value the **exceptional customer support** from Optable, praising the team's friendliness and helpfulness. - Users appreciate the **efficiency in creating targeted marketing campaigns** with Optable's data-driven approach and insights. - Users value Optable for its **strong customer engagement** , enhancing connections with consumers and advertisers effectively. **Cons:** - Users find **difficult learning** of Optable's advanced features a barrier without a dedicated tech team for training. - Users find that the **learning curve is steep** , leading to underutilization of advanced features without proper training support. - Users find the **limited customization** of Optable restricts advanced features, which may not be fully utilized. - Users note that without a dedicated tech team, **advanced features of Optable may remain underutilised** , limiting effectiveness. #### What Are Recent G2 Reviews of Optable? **"[A Reliable Platform That Permits Data Driven Ad Sales](https://www.g2.com/survey_responses/optable-review-11504096)"** **Rating:** 5.0/5.0 stars *— Tushar A.* [Read full review](https://www.g2.com/survey_responses/optable-review-11504096) --- **"[easy intuitive and excellent support team!](https://www.g2.com/survey_responses/optable-review-10940741)"** **Rating:** 5.0/5.0 stars *— Guillaume R.* [Read full review](https://www.g2.com/survey_responses/optable-review-10940741) --- ### 16. [Pega Customer Engagement Suite](https://www.g2.com/products/pega-customer-engagement-suite/reviews) Pega's Customer Engagement Suite includes Pega Marketing to engage customers with real-time one-to-one marketing on any channel, Pega Sales Automation to intelligently guide sales professionals and streamline the sales process using AI, and Pega Customer Service to deliver end-to-end service across the entire customer journey. These applications leverage Pega’s proven AI via the Customer Decision Hub– our unified, always-on, customer brain. Pega’s Customer Engagement Suite is available with industry-specific models, processes and interfaces, and can deployed on a variety of cloud choices¬– including hybrid, or on premise. **Average Rating:** 4.6/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Pega Customer Engagement Suite?** - **Ease of Admin:** 6.7/10 (Category avg: 8.4/10) - **Internationalization:** 6.7/10 (Category avg: 8.4/10) - **Performance and Reliability:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Pega Customer Engagement Suite?** - **Seller:** [Pegasystems](https://www.g2.com/sellers/pegasystems) - **Year Founded:** 1983 - **HQ Location:** Cambridge, MA - **Twitter:** @pega (45,022 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/pegasystems (5,558 employees on LinkedIn®) - **Ownership:** NASDAQ:PEGA **Who Uses This Product?** - **Company Size:** 60% Small-Business, 30% Mid-Market #### What Are Pega Customer Engagement Suite's Pros and Cons? **Pros:** - Decision Making (2 reviews) - Ease of Use (2 reviews) - Journey Management (2 reviews) - AI Integration (1 reviews) - AI Technology (1 reviews) **Cons:** - Complex Setup (3 reviews) - High Complexity (2 reviews) - Learning Curve (2 reviews) - Budget Management (1 reviews) - Call Issues (1 reviews) ### What Do G2 Reviewers Say About Pega Customer Engagement Suite? *AI-generated summary from verified user reviews* **Pros:** - Users value the **unified approach** of Pega Customer Engagement Suite, enabling personalized and consistent customer experiences. - Users appreciate the **user-friendly interface** of Pega Customer Engagement Suite, simplifying their customer engagement processes. - Users appreciate the **unified approach** of Pega for enhancing customer engagement and personalizing experiences effortlessly. - Users love the **unified approach** of Pega Customer Engagement Suite, enhancing personalized and consistent experiences across channels. - Users value the **unified approach** of Pega's AI technology, enhancing personalized and consistent customer engagement experiences. **Cons:** - Users find the **complex setup** challenging, requiring significant training to maximize the platform's full capabilities. - Users find the platform **highly complex** , requiring significant training and facing challenges with implementation and support. - Users find the **complex learning curve** challenging, requiring sufficient training for effective use of the platform. - Users find that **budget management** is challenging for organizations with limited funds, impacting accessibility and usability. - Users experience **call issues** with Pega Customer Engagement Suite, finding them complex and challenging to resolve. #### What Are Recent G2 Reviews of Pega Customer Engagement Suite? **"[Great for Monitoring Client Balances and Account Cases](https://www.g2.com/survey_responses/pega-customer-engagement-suite-review-12975163)"** **Rating:** 5.0/5.0 stars *— Verified User in Banking* [Read full review](https://www.g2.com/survey_responses/pega-customer-engagement-suite-review-12975163) --- **"[Powerful AI-driven customer engagement platform with strong automation](https://www.g2.com/survey_responses/pega-customer-engagement-suite-review-11753350)"** **Rating:** 5.0/5.0 stars *— Cristian C.* [Read full review](https://www.g2.com/survey_responses/pega-customer-engagement-suite-review-11753350) --- ### 17. [Vertoz](https://www.g2.com/products/vertoz/reviews) Vertoz is a programmatic advertising company that offers engaging and innovative advertising and monetization solutions which replaces the traditional methods of media buying and selling of advertisement. Our company’s proprietary technology, advanced capabilities and the programmatic platform is a highly scalable software platform that powers and optimizes the marketplace for the real-time trading of digital advertising inventory between advertisers and publishers. We call our platform as a “Ingenious Plex – The Complete Advertising and Monetization Suite”. Our Ingenious Programmatic Plex, self-serve DSP, gives your business uplift in terms of extended audience reach, optimized campaign delivery, cross platform optimization and the best conversion rates to match your advertising and marketing goals. Connect to our premium publishers, ad-exchanges and SSP’s to serve your ad to the right audience at right time and place. Target the right audience and reconnect with them anywhere. Hence, leverage our superior technology and unique custom models for your campaigns. Reach out to viewers universally with our multi-screen solutions. We ensure your advertising presence is present on all devices and platforms. Vertoz’s dedicated account specialists ensure complete optimization and support, while our experienced Ad Ops team monitors the quality of publisher websites that we partner with. Founded in 2012, Vertoz has offices worldwide with its global headquarter in New York, U.S.A Vertoz also has offices in other locations like San Francisco, London, Dubai, Mumbai & New Delhi. **Average Rating:** 4.3/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Vertoz?** - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 7.5/10 (Category avg: 8.8/10) **Who Is the Company Behind Vertoz?** - **Seller:** [Vertoz](https://www.g2.com/sellers/vertoz) - **Year Founded:** 2012 - **HQ Location:** Mumbai, IN - **Twitter:** @vertozgroup (1,492 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2501416 (298 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Mid-Market, 43% Small-Business #### What Are Recent G2 Reviews of Vertoz? **"[Good option for publishers looking at account management support and a custom monetization solution!](https://www.g2.com/survey_responses/vertoz-review-7977206)"** **Rating:** 4.0/5.0 stars *— Arpan M.* [Read full review](https://www.g2.com/survey_responses/vertoz-review-7977206) --- **"[Vertoz Review](https://www.g2.com/survey_responses/vertoz-review-9708981)"** **Rating:** 5.0/5.0 stars *— Aaditya J.* [Read full review](https://www.g2.com/survey_responses/vertoz-review-9708981) --- #### What Are G2 Users Discussing About Vertoz? - [What is Vertoz used for?](https://www.g2.com/discussions/what-is-vertoz-used-for) ### 18. [Adform DMP](https://www.g2.com/products/adform-dmp/reviews) Adform’s Data Management Platform (DMP) helps you coordinate and utilize your buckets of siloed data. With our DMP you can confidently capture, categorize, combine and convert their data for real-time decision making with direct top and bottom line growth through effective digital advertising. Ideal for medium to large enterprises in local or global markets. **Average Rating:** 4.2/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Adform DMP?** - **Ease of Admin:** 6.7/10 (Category avg: 8.4/10) - **Internationalization:** 6.7/10 (Category avg: 8.4/10) - **Performance and Reliability:** 6.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Adform DMP?** - **Seller:** [Adform](https://www.g2.com/sellers/adform) - **Year Founded:** 2002 - **HQ Location:** Copenhagen, Capital Region - **LinkedIn® Page:** https://www.linkedin.com/company/adform (871 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market #### What Are Recent G2 Reviews of Adform DMP? **"[Adform DMP is really good](https://www.g2.com/survey_responses/adform-dmp-review-4270275)"** **Rating:** 4.5/5.0 stars *— Tunde J.* [Read full review](https://www.g2.com/survey_responses/adform-dmp-review-4270275) --- **"[Complete DMP platform to create, collect, categorize and combine data.](https://www.g2.com/survey_responses/adform-dmp-review-4448681)"** **Rating:** 5.0/5.0 stars *— Ariki L.* [Read full review](https://www.g2.com/survey_responses/adform-dmp-review-4448681) --- ### 19. [CommCare](https://www.g2.com/products/commcare/reviews) CommCare is a software platform purpose-built for frontline programs operating in the world’s toughest environments, from rural health posts to humanitarian response efforts. Trusted by hundreds of leading organizations and governments worldwide, CommCare empowers program teams to build field-ready mobile or web apps (no coding required) for client tracking, service delivery, and data collection, even offline. Whether you’re registering pregnant women in remote villages, tracking seed distribution for local farmers, or monitoring vaccine campaign coverage across entire regions, CommCare adapts to your on-the-ground reality with tools your team can launch and manage directly. It also gives monitoring and evaluation teams real-time visibility into progress, performance, and outcomes. What makes CommCare different is its track record. It’s the most widely used digital platform for frontline work, deployed in 130+ countries and used by over one million frontline workers. Independent studies show it improves data quality, frontline performance, and client outcomes across multiple sectors and use cases. With robust integrations, out-of-the-box and custom reporting, and enterprise-grade security, CommCare scales from small pilots to national systems without compromising on usability or impact. Whatever your mission, CommCare helps you deliver. Start building today at commcarehq.org or learn more about CommCare at Dimagi.com/commcare **Average Rating:** 4.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate CommCare?** - **Ease of Admin:** 10.0/10 (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) **Who Is the Company Behind CommCare?** - **Seller:** [Dimagi](https://www.g2.com/sellers/dimagi) - **Year Founded:** 2002 - **HQ Location:** Cambridge, Massachusetts, United States - **Twitter:** @dimagi (3,016 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dimagi (226 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Mid-Market, 33% Small-Business #### What Are Recent G2 Reviews of CommCare? **"[The Exclusive Data collection software](https://www.g2.com/survey_responses/commcare-review-2946876)"** **Rating:** 4.5/5.0 stars *— bernard b.* [Read full review](https://www.g2.com/survey_responses/commcare-review-2946876) --- **"[CommCare Powers Robust, Connected Data Collection for Better Case Management](https://www.g2.com/survey_responses/commcare-review-12814543)"** **Rating:** 5.0/5.0 stars *— Pavel R.* [Read full review](https://www.g2.com/survey_responses/commcare-review-12814543) --- ### 20. [Decentriq](https://www.g2.com/products/decentriq-decentriq/reviews) Decentriq is a data collaboration platform where secure, technology-enforced data clean rooms unlock the value of sensitive data while ensuring full compliance and privacy. **Average Rating:** 4.5/5.0 **Total Reviews:** 16 **How Do G2 Users Rate Decentriq?** - **Ease of Admin:** 9.4/10 (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) **Who Is the Company Behind Decentriq?** - **Seller:** [Decentriq](https://www.g2.com/sellers/decentriq) - **Year Founded:** 2019 - **HQ Location:** Zürich, CH - **LinkedIn® Page:** https://www.linkedin.com/company/decentriq/ (27 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 44% Enterprise, 38% Mid-Market #### What Are Decentriq's Pros and Cons? **Pros:** - Customer Support (6 reviews) - Ease of Use (5 reviews) - User Interface (4 reviews) - Advertising Strategy (2 reviews) - Easy Setup (2 reviews) **Cons:** - Complexity Issues (1 reviews) - Data Inaccuracy (1 reviews) - Data Integration (1 reviews) - Difficult Navigation (1 reviews) - Key Recovery (1 reviews) ### What Do G2 Reviewers Say About Decentriq? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **responsive and proactive customer support** of Decentriq, enhancing collaboration and overall experience. - Users highlight the **intuitive interface** and supportive team, making Decentriq easy and enjoyable to use. - Users appreciate the **clear and intuitive user interface** of Decentriq, enhancing their overall experience and productivity. - Users value Decentriq's **exceptional collaboration and responsiveness** , enhancing their advertising strategy and overall experience. - Users value the **easy setup** of Decentriq, enabling quick integration and a smooth onboarding experience. **Cons:** - Users find some of the **process guided UI flows cumbersome** , which impacts their overall experience with Decentriq. - Users report **data inaccuracy issues** due to limitations in sharing and automating data across different domains. - Users face **limitations in data sharing** and lack of automation, affecting flexibility and usability with different organizations. - Users find that the **difficult navigation** due to constant changes complicates their experience with Decentriq. - Users report **limitations in data sharing** across domains, making collaboration less efficient and more complex. #### What Are Recent G2 Reviews of Decentriq? **"[Decentriq: Flexible, High-Security Clean Room with Strong Customer Service](https://www.g2.com/survey_responses/decentriq-review-13085872)"** **Rating:** 5.0/5.0 stars *— Verified User in Marketing and Advertising* [Read full review](https://www.g2.com/survey_responses/decentriq-review-13085872) --- **"[Intuitive, Hands-On Platform That Scales Our Campaign Workflows](https://www.g2.com/survey_responses/decentriq-review-13129195)"** **Rating:** 5.0/5.0 stars *— Philip Z.* [Read full review](https://www.g2.com/survey_responses/decentriq-review-13129195) --- ### 21. [Insticator](https://www.g2.com/products/insticator/reviews) At Insticator, we’re on a mission to create a smart, unified platform built to collect, aggregate and monetize all of a publisher’s first-party data. Our suite of engagement products empowers publishers and consumers alike to amplify their voices and express their opinions in safe, interactive environments. From our Commenting Platform backed by hybrid AI and human moderation to our Trivia & Polls Unit which enables audiences to interact with content that speaks directly to them, Insticator reaches and pulls insights from over 350 million users monthly. Our vast roster of partners includes Gannett, USA Today, Major League Baseball, Ancestry, WebMD, and countless others. Headquartered in New York City, Insticator’s global footprint spans offices in Miami, Canada, India, the Philippines, Ukraine and the United Kingdom. Visit insticator.com to learn more. **Average Rating:** 4.4/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Insticator?** - **Ease of Admin:** 9.0/10 (Category avg: 8.4/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind Insticator?** - **Seller:** [Insticator](https://www.g2.com/sellers/insticator) - **Year Founded:** 2012 - **HQ Location:** New York, NY - **LinkedIn® Page:** https://www.linkedin.com/company/2757474/ (68 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 57% Small-Business, 43% Mid-Market #### What Are Recent G2 Reviews of Insticator? **"[It was a great experience to work on such an interective tool.](https://www.g2.com/survey_responses/insticator-review-4202006)"** **Rating:** 5.0/5.0 stars *— Sanket A.* [Read full review](https://www.g2.com/survey_responses/insticator-review-4202006) --- **"[It's been a favorable experience working with insticator](https://www.g2.com/survey_responses/insticator-review-7331681)"** **Rating:** 5.0/5.0 stars *— Verified User in Publishing* [Read full review](https://www.g2.com/survey_responses/insticator-review-7331681) --- #### What Are G2 Users Discussing About Insticator? - [What is Insticator used for?](https://www.g2.com/discussions/what-is-insticator-used-for) ### 22. [Kensu](https://www.g2.com/products/kensu/reviews) Our low latency data observability solution alerts about data issues, prevents their propagation, and highlights which applications are impacted. To foster a data-driven culture, automation of data observability at scale is essential. The best way to achieve this is through what is called Data Observability Driven Development [DODD] which implies observable information is produced by the applications. The method is a paradigm shift that allows data teams and data usage to scale efficiently. DODD is done from within the applications to enable data projects with synchronized observability, continuous validation, and contextual observability. **Average Rating:** 4.3/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Kensu?** - **Ease of Admin:** 7.7/10 (Category avg: 8.4/10) - **Internationalization:** 8.3/10 (Category avg: 8.4/10) - **Performance and Reliability:** 8.3/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 3.3/10 (Category avg: 10/10) **Who Is the Company Behind Kensu?** - **Seller:** [Kensu](https://www.g2.com/sellers/kensu) - **Year Founded:** 2018 - **HQ Location:** San Francisco Bay Area, US - **Twitter:** @kensuio (253 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kensuio/ (9 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 40% Small-Business #### What Are Recent G2 Reviews of Kensu? **"["Integration made simple with Kensu"](https://www.g2.com/survey_responses/kensu-review-7961684)"** **Rating:** 5.0/5.0 stars *— Madhusudhan M.* [Read full review](https://www.g2.com/survey_responses/kensu-review-7961684) --- **"[For safer database, use Kensu.](https://www.g2.com/survey_responses/kensu-review-7998966)"** **Rating:** 4.5/5.0 stars *— Sheina G.* [Read full review](https://www.g2.com/survey_responses/kensu-review-7998966) --- ### 23. [Statice](https://www.g2.com/products/statice/reviews) An enterprise-ready platform to generate privacy-preserving synthetic data from structured data types. ✅ High utility and privacy guarantees ✅ Use the synthetic data as a drop-in replacement for any type of behavior, predictive, or transactional analysis in compliance with data protection laws. ✅ Possible trial. More at www.statice.ai **Average Rating:** 4.1/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Statice?** - **Performance and Reliability:** 6.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Statice?** - **Seller:** [Statice](https://www.g2.com/sellers/statice) - **Year Founded:** 2018 - **HQ Location:** Berlin, DE - **LinkedIn® Page:** https://www.linkedin.com/company/staticeberlin/ (6 employees on LinkedIn®) - **Total Revenue (USD mm):** $1,869 **Who Uses This Product?** - **Company Size:** 75% Small-Business, 25% Mid-Market #### What Are Recent G2 Reviews of Statice? **"[Efficient Solution for Privacy and Data Management](https://www.g2.com/survey_responses/statice-review-9996408)"** **Rating:** 4.5/5.0 stars *— Cekna B.* [Read full review](https://www.g2.com/survey_responses/statice-review-9996408) --- **"[Data Privacy and Security](https://www.g2.com/survey_responses/statice-review-9960325)"** **Rating:** 4.0/5.0 stars *— Manish S.* [Read full review](https://www.g2.com/survey_responses/statice-review-9960325) --- ### 24. [Admixer.DMP](https://www.g2.com/products/admixer-dmp/reviews) Admixer.DMP helps advertisers, ad agencies, and publishers improve their performance and monetization capabilities with laser-focused audience targeting. Admixer.DMP fuels every ad campaign and marketing strategy with audience insights and data. WIth the help of Admixer.DMP, users - Access the largest global 3rd party data providers - Leverage the 1st party audiences with onboarding and extension target segments - Collect, analyze, and manage custom audiences - Aggregate and organize data from sites, mobile apps, and advertising campaigns - Onboard 1st party data from own CRM/DMP - Activate audiences across channels and platforms. Expand and specify targeting groups with 3rd party segments - Get powerful and hidden audience insights from collected and best-performing segments - Create data-driven strategies and drive better ad performance. To request more details or ask a question, write to us at https://admixer.net/contactus **Average Rating:** 4.3/5.0 **Total Reviews:** 2 **How Do G2 Users Rate Admixer.DMP?** - **Ease of Admin:** 8.3/10 (Category avg: 8.4/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 10/10 (Category avg: 10/10) **Who Is the Company Behind Admixer.DMP?** - **Seller:** [Admixer](https://www.g2.com/sellers/admixer) - **Year Founded:** 2008 - **HQ Location:** London, GB - **Twitter:** @admixer (135 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/258884/ (91 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of Admixer.DMP? **"[very helpful to have all our publishers in one resource and collect data](https://www.g2.com/survey_responses/admixer-dmp-review-6824112)"** **Rating:** 4.0/5.0 stars *— George Z.* [Read full review](https://www.g2.com/survey_responses/admixer-dmp-review-6824112) --- **"[It's not quick at loading tradedesk](https://www.g2.com/survey_responses/admixer-dmp-review-6912321)"** **Rating:** 4.5/5.0 stars *— Tamar K.* [Read full review](https://www.g2.com/survey_responses/admixer-dmp-review-6912321) --- ### 25. [ConnectLeader](https://www.g2.com/products/connectleader/reviews) The ConnectLeader Intelligent Sales Acceleration Platform delivers revenue growth, increased profitability and sales productivity. We prioritize the right prospects to connect with, and improve multi channel communication by empowering sales reps with the correct tools based on their roles. **Average Rating:** 4.0/5.0 **Total Reviews:** 2 **How Do G2 Users Rate ConnectLeader?** - **Ease of Admin:** 10.0/10 (Category avg: 8.4/10) - **Internationalization:** 6.7/10 (Category avg: 8.4/10) - **Performance and Reliability:** 6.7/10 (Category avg: 8.8/10) - **What is your organization's estimated ROI on the product (payback period in months)?:** 0/10 (Category avg: 10/10) **Who Is the Company Behind ConnectLeader?** - **Seller:** [Koncert](https://www.g2.com/sellers/koncert) - **Year Founded:** 2004 - **HQ Location:** Windham, NH - **Twitter:** @koncert (2 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2590826/ (53 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Mid-Market, 50% Small-Business #### What Are Recent G2 Reviews of ConnectLeader? **"[Extremely easy to use and creates a simplified platform to connect with colleagues on a daily basis](https://www.g2.com/survey_responses/connectleader-review-10471936)"** **Rating:** 5.0/5.0 stars *— Clarissa D.* [Read full review](https://www.g2.com/survey_responses/connectleader-review-10471936) --- ## What Is Data Management Platforms (DMP)? [Digital Advertising Tech](https://www.g2.com/categories/digital-advertising-tech) ## What Software Categories Are Similar to Data Management Platforms (DMP)? - [Display Advertising Software](https://www.g2.com/categories/display-advertising) - [Mobile Advertising Software](https://www.g2.com/categories/mobile-advertising) - [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) --- ## How Do You Choose the Right Data Management Platforms (DMP)? ### 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.