Best Sensitive Data Discovery Software - Page 6

How Many Sensitive Data Discovery Software Products Does G2 Track?

Total Products under this Category: 189

Category Stats (Sep 2026)

  • Average Rating: 4.43/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: SailPoint (+1.11%) - Among all products in this category, SailPoint recorded the largest rating increase compared to last month

Last updated: September 26, 2026

How Does G2 Rank Sensitive Data Discovery Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 5,100+ Authentic Reviews
  • 189+ 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.

G2 Grid® for Sensitive Data Discovery Software

G2 Grid® for Sensitive Data Discovery Software plotting products by satisfaction and market presence

Highlighted products: IBM Guardium Data Protection, Varonis Data Security Platform, Securiti, Egnyte, Safetica, Satori Data Security Platform, Collibra, and Ground Labs Enterprise Recon.

Underlying data: [Grid® JSON](https://www.g2.com/categories/sensitive-data-discovery/grids.json?focus%5B%5D=ibm-guardium-data-protection&focus%5B%5D=varonis-data-security-platform&focus%5B%5D=securiti&focus%5B%5D=egnyte&focus%5B%5D=safetica&focus%5B%5D=satori-data-security-platform&focus%5B%5D=collibra&focus%5B%5D=ground-labs-enterprise-recon)

Oracle Endeca

Self-service data discovery solution.

Average Rating: 3.3/5.0

Total Reviews: 2

How Do G2 Users Rate Oracle Endeca?

  • Structure type: 6.7/10 (Category avg: 8.9/10)
  • Reporting: 7.5/10 (Category avg: 8.9/10)
  • Contextual search: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 7.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Oracle Endeca?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Oracle Endeca?

AI-generated summary from verified user reviews

Pros
  • Users value the responsive customer support of Oracle Endeca, enabling swift resolutions for their inquiries and issues.
  • Users find Oracle Endeca's ease of use remarkable, with fast integration and responsive customer support enhancing their workflow.
  • Users find the easy integrations of Oracle Endeca fast and user-friendly for their office needs.
  • Users appreciate the easy and fast integration of Oracle Endeca, enhancing its usability for office tasks.
  • Users appreciate the easy and fast integration support of Oracle Endeca, enhancing their office productivity significantly.

What Are Recent G2 Reviews of Oracle Endeca?

PieEye

PieEye is Brand Friendly Privacy. Automating Data Subject Requests, Cookie compliance, Sensitive Data Discovery, Anonymization and Privacy Impact Assessments, PieEye is an easy to implement Data Privacy Platform. PieEye saves money and resources in customer service and engineering, immediately reduces legal risk, and above all meets your customer's expectation that your company will be a good steward of their Personally Identifiable Information. New Data Laws are coming all the time, and with PieEye you will always be in compliance, guaranteed.

Average Rating: 4.4/5.0

Total Reviews: 9

How Do G2 Users Rate PieEye?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind PieEye?

  • Seller: PieEye
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • Twitter: @PieEye_
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 56% Small, 56% Medium

What Do G2 Reviewers Say About PieEye?

AI-generated summary from verified user reviews

Pros
  • Users value the full compliance suite of PieEye, effectively managing most privacy issues on their sites.
  • Users appreciate the full compliance suite of PieEye, effectively managing various privacy issues on their sites.
  • Users value the full compliance support of PieEye, effectively managing various privacy issues on their sites.
  • Users value the full compliance suite of PieEye, noting its effectiveness in managing privacy concerns on their sites.
  • Users appreciate the full GDPR compliance suite of PieEye, effectively managing privacy issues on their sites.

What Are Recent G2 Reviews of PieEye?

SAP Data Mapping and Protection by BigID

Gain new value from personal and sensitive business data while helping ensure its security and permitted use. Serve trusted and protected data for actionable insights throughout your organization and with your ecosystem partners.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate SAP Data Mapping and Protection by BigID?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind SAP Data Mapping and Protection by BigID?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of SAP Data Mapping and Protection by BigID?

What Are G2 Users Discussing About SAP Data Mapping and Protection by BigID?

Somansa Server-i

Somansa Server-i is an endpoint discover solution to protect sensitive data and personal information stored in servers and databases. Using advanced machine learning algorithms and big data search technology, Server-i monitors, discovers, and secures sensitive data based on policy rules.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Somansa Server-i?

  • Structure type: 7.5/10 (Category avg: 8.9/10)
  • Reporting: 6.7/10 (Category avg: 8.9/10)
  • Contextual search: 6.7/10 (Category avg: 8.8/10)
  • Ease of Use: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Somansa Server-i?

  • Seller: Somansa
  • Year Founded: 1997
  • HQ Location: San Jose, US
  • Twitter: @SomansaTech
    697 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Somansa Server-i?

What Are G2 Users Discussing About Somansa Server-i?

1touch.io

1TOUCH.io’s DLM Pro is the industry’s first network-based personal data control and management solution built for privacy requirements. Knowing your company’s usage of personal data is critical. By continuously analyzing traffic and repository stores connected to your network, DLM Pro detects all elements on the network storing, processing, and sharing personal data, including known or unknown, structured or unstructured, in motion or at rest.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate 1touch.io?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind 1touch.io?

  • Seller: 1touch.io
  • Year Founded: 2017
  • HQ Location: New York, New York, United States
  • Twitter: @1touchIo
    423 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of 1touch.io?

Actifile

Our mission is to make Data Privacy Risk Management accessible for organizations of all sizes Actifile was founded by IT veterans who believe that data and privacy regulation are creating a growing risk to small security teams – mainly due to data that resides and moves everywhere as part of the organization’s standard business processes. Our solution, which is based on a patent-pending technology, is designed to assist small security teams at any expertise level offer data privacy solutions to organizations of all sizes.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Actifile?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Actifile?

  • Seller: Actifile
  • Year Founded: 2015
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Actifile?

ACTIVE-Inventory

ACTIVE-Inventory is an easy to deploy Data Mapping as a Service (DMaaS) solution that scales on-demand and provides near-real-time data health scoring and insight.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate ACTIVE-Inventory?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ACTIVE-Inventory?

  • Seller: Active Navigation
  • Year Founded: 2008
  • HQ Location: Reston, US
  • Twitter: @ActiveNav
    691 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of ACTIVE-Inventory?

Adlib Elevate

Adlib ElevateTM helps you win with quality data.

Average Rating: 4.5/5.0

Total Reviews: 4

How Do G2 Users Rate Adlib Elevate?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 7.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Adlib Elevate?

  • Seller: Adlib Software
  • Year Founded: 2000
  • HQ Location: Burlington, Ontario
  • Twitter: @adlibsoftware
    1,453 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Medium, 25% Small

What Do G2 Reviewers Say About Adlib Elevate?

AI-generated summary from verified user reviews

Pros
  • Users find Adlib Elevate to be effective in sensitive data detection, ensuring compliance with data privacy regulations.
  • Users value the effective data detection capabilities of Adlib Elevate, ensuring compliance with data privacy regulations.
  • Users value the effective organization of sensitive data detection offered by Adlib Elevate, ensuring compliance with data privacy laws.
  • Users value the data protection capabilities of Adlib Elevate, ensuring compliance with data privacy regulations through effective scanning.
  • Users appreciate the effective privacy management of Adlib Elevate, ensuring compliance with data privacy laws through comprehensive scanning.
Cons
  • Users find the high number of false positives from Adlib Elevate disruptive, complicating the review process significantly.
  • Users face data inaccuracy issues with Adlib Elevate, including numerous false positives and irrelevant alerts disrupting reviews.
  • Users often face false positive alerts from Adlib Elevate, distracting from real data security threats.
  • Users find the inefficient notifications overwhelming, especially with excessive false positives disrupting their review process.
  • Users face OCR issues, as excessive false alerts distract from genuine data security threats in Adlib Elevate.

What Are Recent G2 Reviews of Adlib Elevate?

APARAVI, Data Intelligence & Automation Platform

Aparavi is THE Data Intelligence and Automation Platform. We help organizations find and unlock the value of data no matter where it lives to mitigate risk, reduce costs and exploit new value from their data. Our SaaS-based platform finds, automates, governs, and consolidates distributed data. We ensure secure access for modern data demands of analytics, machine learning, and collaboration. Aparavi connects business and IT to transform data into a competitive asset.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate APARAVI, Data Intelligence & Automation Platform?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind APARAVI, Data Intelligence & Automation Platform?

  • Seller: APARAVI
  • Year Founded: 2018
  • HQ Location: Cham, CH
  • LinkedIn® Page: www.linkedin.com
    39 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Do G2 Reviewers Say About APARAVI, Data Intelligence & Automation Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of APARAVI, benefiting from having everything conveniently on the same page.
  • Users appreciate the easy navigation of APARAVI, finding everything conveniently located on a single page.
  • Users appreciate the intuitive design of APARAVI, enjoying the convenience of having everything accessible on a single page.
  • Users appreciate the ease of use on a unified platform, finding everything conveniently accessible on a single page.

What Are Recent G2 Reviews of APARAVI, Data Intelligence & Automation Platform?

ardent privacy

The leading company in enterprise security, ardent aims to minimize your cyber risk and ensure your data is secure. Your sensitive data is crucial to your operation and it’s our job to keep it safe.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate ardent privacy?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 8.3/10 (Category avg: 8.9/10)
  • Contextual search: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ardent privacy?

Who Uses This Product?

  • Company Size: 100% Medium

Barracuda Data Inspector

Barracuda Data Inspector provides simple and intuitive data security management with no extra infrastructure or installation. It automatically scans your OneDrive for Business and SharePoint data for sensitive information and malicious files.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Barracuda Data Inspector?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 5.0/10 (Category avg: 8.9/10)
  • Contextual search: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Barracuda Data Inspector?

  • Seller: Barracuda
  • Year Founded: 2002
  • HQ Location: Campbell, CA
  • Twitter: @Barracuda
    15,239 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,327 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Barracuda Data Inspector?

Bedrock Security

Bedrock Security empowers security teams to easily keep pace with data growth and prevent compliance and security data breaches across the data supply chain with a scalable, cost-efficient, and accurate cloud-native, AI-powered platform.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Bedrock Security?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Bedrock Security?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Bedrock Security?

AI-generated summary from verified user reviews

Pros
  • Users value the AI-based security engine in Bedrock Security for effectively managing and protecting their data.

What Are Recent G2 Reviews of Bedrock Security?

Clairvoya

You can’t manage what you can’t see. Get complete visibility into your data landscape and easily harness content for total command and control.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Clairvoya?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Clairvoya?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Clairvoya?

Classify360 by Congruity360

Classify360 is a data management platform for information security, data management, governance, and privacy enterprise teams in highly regulated, data-heavy industries. Congruity360 is a holistic data management provider enhancing the value of technology investments by improving data quality, offering cost optimization across IT operating expenses, providing control of disparate data sets, and expediting project timelines from a universal IT level – not the application level. A layer of cross-functional review tools empowers different teams within an organization to collaboratively manage data, delivering powerful data governance with built-in checks and balances.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Classify360 by Congruity360?

  • Structure type: 6.7/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Classify360 by Congruity360?

  • Seller: Congruity360
  • Year Founded: 2017
  • HQ Location: Fall River, US
  • Twitter: @congruity360
    282 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    92 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Classify360 by Congruity360?

What Are G2 Users Discussing About Classify360 by Congruity360?

Data Discovery

Data Discovery finds and categorizes personal data across your organization’s systems and platforms. All at-risk personal data are visible in one single place, giving you and your team the grand overview. Connects out-of-box to systems like Microsoft Office 365, Google Workspace, MySQL databases and much more.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Data Discovery?

  • Structure type: 10.0/10 (Category avg: 8.9/10)
  • Reporting: 10.0/10 (Category avg: 8.9/10)
  • Contextual search: 10.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Data Discovery?

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Data Discovery?

AI-generated summary from verified user reviews

Pros
  • Users find the automatic categorization of personal data in Data Discovery saves significant time and effort for compliance.
  • Users value the time-saving automatic categorization of personal data, enhancing data privacy compliance effectively.
  • Users find that automated data categorization in Data Discovery significantly saves time and energy, enhancing efficiency in compliance tasks.
Cons
  • Users find the lack of effective data lineage tracking problematic, complicating data flow identification and leak assessment.

What Are Recent G2 Reviews of Data Discovery?

Brandon Summers-Miller
BS
Researched and written by Brandon Summers-Miller
Updated October 3, 2024