Best Data Security Posture Management (DSPM)

Researched and written by Lauren Worth

Data security posture management (DSPM) software helps organizations assess, manage, and strengthen the security of sensitive data across cloud, on-premises, and hybrid environments. These tools identify where sensitive data resides, classify it, evaluate risk levels, and implement or recommend remediations to ensure compliance and prevent data breaches. Security and compliance professionals use DSPM solutions to integrate into broader data security and risk management strategies by providing centralized visibility and continuous monitoring of sensitive data across all locations.

DSPM tools go beyond cloud security posture management (CSPM), application security posture management (ASPM), and SaaS security posture management (SSPM) solutions by focusing directly on the security posture of the data itself. It applies to data across diverse environments, not just within cloud or infrastructure boundaries. Unlike data-centric security and data loss prevention (DLP) products that focus on encryption or tokenization, DSPM emphasizes posture visibility, risk assessment, and remediation prioritization.

To qualify for inclusion in the Data Security Posture Management (DSPM) category, a product must:

  • Discover and classify sensitive data across environments
  • Provide visibility into data exposure, misconfigurations, or policy violations
  • Continuously monitor and assess data security risks
  • Support remediation workflows or provide recommendations to reduce risk

How Many Data Security Posture Management (DSPM) Products Does G2 Track?

Total Products under this Category: 42

Category Stats (Jun 2026)

  • Average Rating: 4.57/5 The average rating of products in this category, based on all submitted ratings
  • New Reviews This Quarter: 42
  • Buyer Segments: Mid-Market 45% │ Enterprise 37% │ Small-Business 18% Represents the distribution of reviewers across all products in this category.
  • Top Trending Product: Varonis Data Security Platform (+0.66%) - Among all products in this category, Varonis Data Security Platform recorded the largest rating increase compared to last month

Last updated: June 09, 2026

How Does G2 Rank Data Security Posture Management (DSPM) Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,100+ Authentic Reviews
  • 42+ 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.

Best Data Security Posture Management (DSPM) At A Glance

Leader:
Varonis Data Security Platform
Easiest to Use:
Wiz
Top Trending:
Wiz
Best Free Software:
Wiz

Varonis Data Security Platform

(85)4.6 out of 5
Product Description

Varonis secures AI and the data that powers it. The Varonis platform gives organizations automated visibility and control over their critical data wherever it lives and ensures safe and trustworthy A

Industries: Financial Services, Manufacturing · Market Segment: 64% Enterprise, 33% Mid-Market
User Sentiment

Reviewers frequently mention the platform's ability to automatically discover, classify, and protect sensitive information, its strong number of integrations, and its proactive approach in turning a reactive process into a proactive one. Reviewers experienced challenges with initial deployment and tuning, which can be resource-intensive, especially in larger or complex environments, and some found the interface slow at times with limited email customization options.

ProsSecurity, Data Protection, Detailed Analysis, Features, Ease of Use
ConsComplexity, Learning Curve, Learning Difficulty, Expensive, Setup Difficulty
Year Founded
2005
HQ Location
New York, US
Company Website
https://www.varonis.com
Twitter
@varonis
LinkedIn® Page
https://www.linkedin.com/company/varonis
Ownership
NASDAQ: VRNS

Wiz

(813)4.7 out of 5
Product Description

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model. With Wiz, organizations can democratize security across the developme

Users: CISO, Security Engineer · Industries: Financial Services, Information Technology and Services · Market Segment: 54% Enterprise, 38% Mid-Market
ProsFeatures, Security, Ease of Use, Visibility, Easy Setup
ConsImprovement Needed, Feature Limitations, Learning Curve, Improvements Needed, Complexity
Year Founded
2020
HQ Location
New York, US
Company Website
https://www.wiz.io/
Twitter
@wiz_io
LinkedIn® Page
https://www.linkedin.com/company/wizsecurity/
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Securiti

(92)4.7 out of 5
Product Description

Securiti is the pioneer of the DataAI Command Center, a centralized platform that enables the safe use of data and GenAI. It provides unified data intelligence, controls and orchestration across hybri

Industries: Computer Software, Retail · Market Segment: 64% Enterprise, 15% Mid-Market
User Sentiment

Reviewers frequently mention the helpfulness of the Securiti team, the ease of setup, the product's compliance with privacy regulations, and its ability to integrate with critical applications. Users experienced frequent changes in the user interface, complexity in discovery configuration, unclear error messaging, and a steep learning curve.

ProsEase of Use, Customer Support, Features, Helpful, Problem Solving
ConsComplexity, Learning Curve, Implementation Issues, Complexity Issues, Learning Difficulty
Year Founded
2006
HQ Location
Kirkland, WA
Company Website
https://www.veeam.com
Twitter
@veeam
LinkedIn® Page
https://www.linkedin.com/company/veeam-software/

Cyera

(24)4.6 out of 5
Product Description

Cyera is the world’s leading AI-native data security platform. Its platform gives organizations a complete view of where their data lives, how it’s used, and how to keep it safe, so they can reduce ri

Market Segment: 46% Enterprise, 13% Mid-Market
User Sentiment

Reviewers like Cyera's strong customer engagement, ease of use, seamless setup, and its ability to accurately identify and classify sensitive data, reducing the attack surface. Users reported issues with the intuitiveness of the filtering system, lack of transparency for end users, limitations in report generation and customization, and occasional glitches after version updates.

ProsEase of Use, Easy Setup, Setup Ease, Data Classification, Data Protection
ConsComplexity, Limited Features, Complex Configuration, Inadequate Reporting, Limited Customization
Year Founded
2021
HQ Location
New York, New York, United States
Company Website
https://www.cyera.com/
Twitter
@GetEasyAudit
LinkedIn® Page
https://www.linkedin.com/company/cyera

Rubrik

(273)4.5 out of 5
Product Description

Rubrik is the leading cyber resilience and data protection company with a mission to secure the world’s data. Rubrik pioneered Zero Trust Data SecurityTM to help organizations achieve business resilie

Users: System Administrator · Industries: Information Technology and Services, Hospital & Health Care · Market Segment: 50% Enterprise, 34% Mid-Market
User Sentiment

Users frequently mention the ease of use, fast recovery capabilities, strong security, and the ability to integrate across multiple vendors as key benefits of Rubrik. Reviewers mentioned that Rubrik is expensive, has a complex onboarding process for beginners, lacks deep customization in reporting dashboards, and requires manual deployment across infrastructure.

ProsEase of Use, Backup Solutions, Reliability, Backup Efficiency, User Interface
ConsExpensive, Limited Features, Complexity, Cost Management, Missing Features
Year Founded
2014
HQ Location
Palo Alto, California
Company Website
https://www.rubrik.com
Twitter
@rubrikInc
LinkedIn® Page
https://www.linkedin.com/company/4840301/

Cortex Cloud

(116)4.1 out of 5
Product Description

Cortex Cloud by Palo Alto Networks, the next version of Prisma Cloud, understands a unified security approach is essential for effectively addressing AppSec, CloudSec, and SecOps. Connecting cloud sec

Industries: Information Technology and Services, Computer & Network Security · Market Segment: 39% Enterprise, 31% Mid-Market
ProsEase of Use, Features, Security, Visibility, Cloud Integration
ConsExpensive, Difficult Learning, Learning Curve, Pricing Issues, Complex Setup
Year Founded
2005
HQ Location
Santa Clara, CA
Company Website
https://www.paloaltonetworks.com
Twitter
@PaloAltoNtwks
LinkedIn® Page
https://www.linkedin.com/company/30086/
Ownership
NYSE: PANW

Zscaler Data Security Posture Management (DSPM)

(56)4.6 out of 5
Product Description

Zscaler Data Security Posture Management (DSPM) provides organizations with a comprehensive way to manage, monitor, and remediate security risks related to sensitive data in cloud environments. De

Industries: Information Technology and Services, Computer & Network Security · Market Segment: 77% Enterprise, 20% Mid-Market
ProsSecurity, Cloud Security, Comprehensive Security, Ease of Use, Cloud Services
ConsImprovement Needed, Insufficient Information, Poor Remediation, Slow Scanning, Unclear Guidance
Year Founded
2008
HQ Location
San Jose, California
Company Website
https://www.zscaler.com/
Twitter
@zscaler
LinkedIn® Page
https://www.linkedin.com/company/234625/
Ownership
NASDAQ:ZS

Matters.AI - AI Security Engineer for Data

(10)5.0 out of 5
Product Description

Matters.AI is an AI-native data security platform that unifies DSPM, data detection and response, database activity monitoring, DLP, and insider risk management into a single intelligence layer. It is

Market Segment: 50% Mid-Market, 30% Small-Business
Year Founded
2025
HQ Location
Palo Alto, US
Company Website
https://www.matters.ai
Twitter
@matters_ai
LinkedIn® Page
https://www.linkedin.com/company/mattersai/

SpinOne

(127)4.8 out of 5
Product Description

SpinOne is an all-in-one SaaS security platform that protects your mission critical SaaS environments including Google Workplace, Microsoft 365, Salesforce, Slack – and now we've added 50+ more SaaS a

Users: CEO, IT Director · Industries: Marketing and Advertising, Non-Profit Organization Management · Market Segment: 51% Mid-Market, 40% Small-Business
User Sentiment

Reviewers frequently mention the user-friendly interface, easy configuration, strong data protection, and the ability to set up policies for automatic backups across organizational units and shared drives, along with the responsive and knowledgeable customer support. Reviewers experienced issues with the process of refreshing data from Google Workspace, lack of advanced backup management features, problems with large backups during migrations, and some found the interface design poor in certain areas, hindering navigation for complex tasks.

ProsEase of Use, Customer Support, Backup Ease, Reliability, Backup Features
ConsBackup Issues, Expensive, Poor Interface Design, Pricing Issues, Lack of Backup
Year Founded
2017
HQ Location
Palo Alto, California
Company Website
https://spin.ai/
Twitter
@spintechinc
LinkedIn® Page
https://www.linkedin.com/company/3146884

IBM Guardium Data Security Posture Management

(5)4.4 out of 5
Product Description

IBM Guardium Data Security Posture Management (DSPM) is a cloud-native, agentless data security solution that helps organizations discover, classify, and protect sensitive data across hybrid cloud env

Market Segment: 40% Small-Business, 40% Enterprise
Year Founded
1911
HQ Location
Armonk, New York, United States
Company Website
https://www.ibm.com
Twitter
@IBMSecurity
LinkedIn® Page
https://www.linkedin.com/company/1009/
Ownership
SWX:IBM
Phone
1-866-277-7488

Qostodian

(15)4.7 out of 5
Product Description

Qohash offers data security solutions focusing on unstructured data risk management. Our platform, Qostodian, enables organizations to automatically monitor, identify, and address high-risk data effic

Market Segment: 60% Mid-Market, 40% Enterprise
ProsEase of Use, Customer Support, Helpful, Security, Data Protection
ConsInadequate Reporting, False Positives, Inefficient Categorization, Insufficient Details, Poor Reporting
Year Founded
2018
HQ Location
Québec, CA
Company Website
https://qohash.com/
Twitter
@Qohash
LinkedIn® Page
https://www.linkedin.com/company/qohash/

Thales CipherTrust Data Security Platform

(8)4.2 out of 5
Product Description

Thales CipherTrust Data Security Platform (CDSP) removes the complexity from enterprise data security by unifying discovery, analysis, protection, and control in a single, modern platform. Built on

Market Segment: 63% Enterprise, 25% Small-Business
HQ Location
Austin, Texas
Company Website
https://cpl.thalesgroup.com
Twitter
@ThalesCloudSec
LinkedIn® Page
https://www.linkedin.com/company/thalessoftwaremonetization/
Ownership
EPA:HO

IRIS by Sylox Technologies

(3)4.5 out of 5
Product Description

IRIS is an AI-powered Data Security Posture Management (DSPM) platform that gives organizations complete visibility and control over their sensitive data across databases, SaaS applications, and cloud

Market Segment: 67% Small-Business, 33% Mid-Market
Year Founded
2025
HQ Location
Frisco, TX
Company Website
https://syloxiris.com
LinkedIn® Page
https://www.linkedin.com/company/syloxlabs/
Phone
097731 92599

Relyance AI

(5)3.9 out of 5
Product Description

Your 24/7 Data Defense Engineer. Code to Cloud. Relyance AI is an AI-native data security and continuous compliance platform that autonomously tracks and protects sensitive data across code, cloud,

Market Segment: 60% Mid-Market, 40% Small-Business
ProsSecurity, Accessibility, Automation, Collaboration, Compliance Management
ConsComplex Functions, Data Privacy, Lack of Automation, Learning Curve, Limitations
Year Founded
2020
HQ Location
San Francisco, US
Company Website
https://www.relyance.ai/
LinkedIn® Page
https://www.linkedin.com/company/relyanceai/

Strac

(28)4.9 out of 5
Product Description

Strac — AI-Native Data Security: DLP & DSPM across SaaS, Cloud, GenAI, and AI Agents (MCP) Strac is an AI-native Data Loss Prevention (DLP) and Data Security Posture Management (DSPM) platform th

Industries: Financial Services · Market Segment: 50% Mid-Market, 50% Small-Business
ProsData Protection, Data Security, Security, Customer Support, Ease of Use
ConsAuthentication Issues, Limited Features, Login Issues
Year Founded
2021
HQ Location
Bellevue, Washington
Company Website
https://www.strac.io/
Twitter
@securewithstrac
LinkedIn® Page
https://www.linkedin.com/company/securewithstrac/