# The Top 20 Sensitive Data Discovery Software Check out this list of the top Sensitive Data Discovery Software products based on user satisfaction. A product's satisfaction score is calculated by a[proprietary algorithm](https://sell.g2.com/g2-scoring-methodologies)that factors in real-user satisfaction ratings from review data. Software buyers can compare products according to their satisfaction scores to streamline the buying process and quickly identify the best products based on the experiences of their peers. [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Compare+the+best+business+software+and+services+based+on+user+ratings+and+social+data.+Reviews+for+CRM%2C+ERP%2C+CAD%2C+PDM%2C+HR%2C+and+Marketing+software.&title=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated%0aCompare+the+best+business+software+and+services+based+on+user+ratings+and+social+data.+Reviews+for+CRM%2C+ERP%2C+CAD%2C+PDM%2C+HR%2C+and+Marketing+software.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated%0aCompare+the+best+business+software+and+services+based+on+user+ratings+and+social+data.+Reviews+for+CRM%2C+ERP%2C+CAD%2C+PDM%2C+HR%2C+and+Marketing+software.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") Filters The next elements are filters and will change the displayed results once they are selected. All SegmentsEnterprise ( \>1000 emp.)Mid-Market (51-1000 emp.)Small Business (50 or fewer emp.)All RegionsEuropeAsiaNorth AmericaLatin America The Top 20 Sensitive Data Discovery Software [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Compare+the+best+business+software+and+services+based+on+user+ratings+and+social+data.+Reviews+for+CRM%2C+ERP%2C+CAD%2C+PDM%2C+HR%2C+and+Marketing+software.&title=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated%0aCompare+the+best+business+software+and+services+based+on+user+ratings+and+social+data.+Reviews+for+CRM%2C+ERP%2C+CAD%2C+PDM%2C+HR%2C+and+Marketing+software.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Highest+Rated+Sensitive+Data+Discovery+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsensitive-data-discovery%3Ftab%3Dhighest_rated%0aCompare+the+best+business+software+and+services+based+on+user+ratings+and+social+data.+Reviews+for+CRM%2C+ERP%2C+CAD%2C+PDM%2C+HR%2C+and+Marketing+software.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") All SegmentsEnterprise ( \>1000 emp.)Mid-Market (51-1000 emp.)Small Business (50 or fewer emp.)All RegionsEuropeAsiaNorth AmericaLatin America [Collapse AllExpand All](#) G2 Satisfaction Score Information Compare [Expand/Collapse IBM Guardium Data Protection](#) #1 [![IBM Guardium Data Protection](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-guardium-data-protection.jpg)](/products/ibm-guardium-data-protection/reviews) [IBM Guardium Data Protection](/products/ibm-guardium-data-protection/reviews "IBM Guardium Data Protection") 94 [Expand/Collapse IBM Guardium Data Protection](#) Overall Satisfaction Score 94 Top Industries of Reviewers: Computer Software 35% Banking 23% Information Technology and Services 23% Financial Services 19% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.6 Meets Requirements Average: 9.4 9.1 Ease of Doing Business With Average: 9.1 8.9 Ease of Setup Average: 9.2 7.6 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 8.8 8.0 [Expand/Collapse Safetica](#) #2 [![Safetica](https://images.g2crowd.com/uploads/product/hd_favicon/980f274293ca2fd2c22b767cae0e8c10/safetica.svg)](/products/safetica/reviews) [Safetica](/products/safetica/reviews "Safetica") 89 [Expand/Collapse Safetica](#) Overall Satisfaction Score 89 Top Industries of Reviewers: Financial Services 37% Information Technology and Services 35% Computer & Network Security 21% Banking 7% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.6 Meets Requirements Average: 9.4 9.3 Ease of Doing Business With Average: 9.1 9.0 Ease of Setup Average: 9.2 8.8 Quality of Support Average: 9.5 8.9 Ease of Admin Average: 8.8 9.3 [Expand/Collapse Egnyte](#) #3 [![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg)](/products/egnyte/reviews) [Egnyte](/products/egnyte/reviews "Egnyte") 88 [Expand/Collapse Egnyte](#) Overall Satisfaction Score 88 Top Industries of Reviewers: Construction 33% Marketing and Advertising 28% Information Technology and Services 23% Accounting 16% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.2 Meets Requirements Average: 9.4 9.2 Ease of Doing Business With Average: 9.1 8.9 Ease of Setup Average: 9.2 9.0 Quality of Support Average: 9.5 9.1 Ease of Admin Average: 8.8 9.2 [Expand/Collapse Varonis Data Security Platform](#) #4 [![Varonis Data Security Platform](https://images.g2crowd.com/uploads/product/hd_favicon/716388d31e0b0e4c5e26fb7a5ee923ca/varonis-data-security-platform.svg)](/products/varonis-data-security-platform/reviews) [Varonis Data Security Platform](/products/varonis-data-security-platform/reviews "Varonis Data Security Platform") 87 [Expand/Collapse Varonis Data Security Platform](#) Overall Satisfaction Score 87 Top Industries of Reviewers: Retail 31% Manufacturing 31% Financial Services 25% Construction 13% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.1 Meets Requirements Average: 9.4 9.3 Ease of Doing Business With Average: 9.1 9.5 Ease of Setup Average: 9.2 8.4 Quality of Support Average: 9.5 9.5 Ease of Admin Average: 8.8 8.4 [Expand/Collapse Securiti](#) #5 [![Securiti](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_89b2614826099ebfd163e230fa204886/securiti.png)](/products/securiti/reviews) [Securiti](/products/securiti/reviews "Securiti") 83 [Expand/Collapse Securiti](#) Overall Satisfaction Score 83 Top Industries of Reviewers: Banking 33% Information Technology and Services 28% Computer Software 22% Computer & Network Security 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.5 Meets Requirements Average: 9.4 9.0 Ease of Doing Business With Average: 9.1 9.3 Ease of Setup Average: 9.2 8.5 Quality of Support Average: 9.5 9.1 Ease of Admin Average: 8.8 8.7 [Expand/Collapse Ground Labs Enterprise Recon](#) #6 [![Ground Labs Enterprise Recon](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8bc11c8c39582e7946d45ec414868179/ground-labs-enterprise-recon.png)](/products/ground-labs-enterprise-recon/reviews) [Ground Labs Enterprise Recon](/products/ground-labs-enterprise-recon/reviews "Ground Labs Enterprise Recon") 70 [Expand/Collapse Ground Labs Enterprise Recon](#) Overall Satisfaction Score 70 Top Industries of Reviewers: Financial Services 43% Information Technology and Services 29% Consumer Services 14% Commercial Real Estate 14% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.2 Meets Requirements Average: 9.4 9.6 Ease of Doing Business With Average: 9.1 9.3 Ease of Setup Average: 9.2 8.9 Quality of Support Average: 9.5 9.3 Ease of Admin Average: 8.8 8.7 [Expand/Collapse Ketch](#) #7 [![Ketch](https://images.g2crowd.com/uploads/product/hd_favicon/a382b28401ba30aea54737860494b684/ketch.svg)](/products/ketch/reviews) [Ketch](/products/ketch/reviews "Ketch") 69 [Expand/Collapse Ketch](#) Overall Satisfaction Score 69 Top Industries of Reviewers: Information Technology and Services 33% Online Media 33% Entertainment 17% Environmental Services 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 10.0 Meets Requirements Average: 9.4 10.0 Ease of Doing Business With Average: 9.1 10.0 Ease of Setup Average: 9.2 10.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 8.8 10.0 [Expand/Collapse DataGrail](#) #8 [![DataGrail](https://images.g2crowd.com/uploads/product/hd_favicon/e70917b4abe064b77c6d3d35f86dd9e1/datagrail.svg)](/products/datagrail/reviews) [DataGrail](/products/datagrail/reviews "DataGrail") 66 [Expand/Collapse DataGrail](#) Overall Satisfaction Score 66 Top Industries of Reviewers: Computer Software 39% Information Technology and Services 22% Retail 22% Marketing and Advertising 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.1 Meets Requirements Average: 9.4 9.2 Ease of Doing Business With Average: 9.1 9.9 Ease of Setup Average: 9.2 8.9 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 8.8 9.9 [Expand/Collapse MineOS](#) #9 [![MineOS](https://images.g2crowd.com/uploads/product/hd_favicon/8eec4bc2b40e8783832c9da93efb86e0/mineos.svg)](/products/mineos/reviews) [MineOS](/products/mineos/reviews "MineOS") 66 [Expand/Collapse MineOS](#) Overall Satisfaction Score 66 Top Industries of Reviewers: Computer Software 53% Information Technology and Services 27% Marketing and Advertising 11% Consumer Goods 9% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.5 Meets Requirements Average: 9.4 9.8 Ease of Doing Business With Average: 9.1 9.5 Ease of Setup Average: 9.2 9.3 Quality of Support Average: 9.5 9.4 Ease of Admin Average: 8.8 9.4 [Expand/Collapse Metomic](#) #10 [![Metomic](https://images.g2crowd.com/uploads/product/hd_favicon/5b3f9fc9ef5e6bfefc3f1ff4caa8e1da/metomic.svg)](/products/metomic/reviews) [Metomic](/products/metomic/reviews "Metomic") 66 [Expand/Collapse Metomic](#) Overall Satisfaction Score 66 Top Industries of Reviewers: Financial Services 40% Computer Software 20% Health, Wellness and Fitness 20% Computer & Network Security 20% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 10.0 Meets Requirements Average: 9.4 9.9 Ease of Doing Business With Average: 9.1 10.0 Ease of Setup Average: 9.2 10.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 8.8 10.0 [Expand/Collapse Privacy Tools](#) #11 [![Privacy Tools](https://images.g2crowd.com/uploads/product/hd_favicon/0f2ca8006282fb4922d951f4c21a276a/privacy-tools.svg)](/products/privacy-tools/reviews) [Privacy Tools](/products/privacy-tools/reviews "Privacy Tools") 65 [Expand/Collapse Privacy Tools](#) Overall Satisfaction Score 65 Top Industries of Reviewers: Marketing and Advertising 38% Computer & Network Security 25% Information Technology and Services 25% Hospitality 13% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 10.0 Meets Requirements Average: 9.4 10.0 Ease of Doing Business With Average: 9.1 10.0 Ease of Setup Average: 9.2 10.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 8.8 9.7 [Expand/Collapse Qostodian](#) #12 [![Qostodian](https://images.g2crowd.com/uploads/product/hd_favicon/3de5ba29e90b857e0fe83400b0e4968d/qostodian.svg)](/products/qostodian/reviews) [Qostodian](/products/qostodian/reviews "Qostodian") 64 [Expand/Collapse Qostodian](#) Overall Satisfaction Score 64 Top Industries of Reviewers: Banking 44% Financial Services 22% Automotive 22% Government Administration 11% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.9 Meets Requirements Average: 9.4 8.9 Ease of Doing Business With Average: 9.1 9.9 Ease of Setup Average: 9.2 9.3 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 8.8 10.0 [Expand/Collapse Nightfall AI](#) #13 [![Nightfall AI](https://images.g2crowd.com/uploads/product/hd_favicon/1e0494f4b0533c9578e03f30d387bf2a/nightfall-ai.svg)](/products/nightfall-ai/reviews) [Nightfall AI](/products/nightfall-ai/reviews "Nightfall AI") 63 [Expand/Collapse Nightfall AI](#) Overall Satisfaction Score 63 Top Industries of Reviewers: Hospital & Health Care 37% Computer Software 30% Financial Services 23% Information Technology and Services 10% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.5 Meets Requirements Average: 9.4 8.9 Ease of Doing Business With Average: 9.1 9.8 Ease of Setup Average: 9.2 9.9 Quality of Support Average: 9.5 9.4 Ease of Admin Average: 8.8 9.9 [Expand/Collapse Cyrisma](#) #14 [![Cyrisma](https://images.g2crowd.com/uploads/product/hd_favicon/2bf5dafc87397770e4d80636140dbb03/cyrisma.svg)](/products/cyrisma/reviews) [Cyrisma](/products/cyrisma/reviews "Cyrisma") 60 [Expand/Collapse Cyrisma](#) Overall Satisfaction Score 60 Top Industries of Reviewers: Information Technology and Services 56% Computer & Network Security 38% Computer Networking 3% Construction 3% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.9 Meets Requirements Average: 9.4 9.1 Ease of Doing Business With Average: 9.1 9.5 Ease of Setup Average: 9.2 9.3 Quality of Support Average: 9.5 9.2 Ease of Admin Average: 8.8 9.1 [Expand/Collapse Strac](#) #15 [![Strac](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_3e4aa512c2b40e9387106f579a28d18d/strac.png)](/products/strac/reviews) [Strac](/products/strac/reviews "Strac") 58 [Expand/Collapse Strac](#) Overall Satisfaction Score 58 Top Industries of Reviewers: Financial Services 50% Information Technology and Services 19% Computer Software 19% Insurance 13% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.6 Meets Requirements Average: 9.4 9.7 Ease of Doing Business With Average: 9.1 9.8 Ease of Setup Average: 9.2 9.4 Quality of Support Average: 9.5 9.7 Ease of Admin Average: 8.8 9.7 [Expand/Collapse BetterCloud](#) #16 [![BetterCloud](https://images.g2crowd.com/uploads/product/hd_favicon/6560c9b022d628c9e5b35c9a433832fe/bettercloud.svg)](/products/bettercloud/reviews) [BetterCloud](/products/bettercloud/reviews "BetterCloud") 57 [Expand/Collapse BetterCloud](#) Overall Satisfaction Score 57 Top Industries of Reviewers: Information Technology and Services 30% Computer Software 30% Financial Services 25% Education Management 15% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.1 Meets Requirements Average: 9.4 8.9 Ease of Doing Business With Average: 9.1 9.0 Ease of Setup Average: 9.2 9.2 Quality of Support Average: 9.5 9.2 Ease of Admin Average: 8.8 9.1 [Expand/Collapse Collibra](#) #17 [![Collibra](https://images.g2crowd.com/uploads/product/hd_favicon/e60286dbdf38c65ae3dae9ac03b00d4a/collibra.svg)](/products/collibra/reviews) [Collibra](/products/collibra/reviews "Collibra") 55 [Expand/Collapse Collibra](#) Overall Satisfaction Score 55 Top Industries of Reviewers: Information Technology and Services 33% Banking 22% Computer Software 22% Retail 22% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.2 Meets Requirements Average: 9.4 9.2 Ease of Doing Business With Average: 9.1 9.6 Ease of Setup Average: 9.2 9.2 Quality of Support Average: 9.5 9.2 Ease of Admin Average: 8.8 9.1 [Expand/Collapse Osano](#) #18 [![Osano](https://images.g2crowd.com/uploads/product/hd_favicon/d770e7cade9d48e19249c69b2a998c13/osano.svg)](/products/osano/reviews) [Osano](/products/osano/reviews "Osano") 54 [Expand/Collapse Osano](#) Overall Satisfaction Score 54 Top Industries of Reviewers: Computer Software 50% Consumer Services 17% Apparel & Fashion 17% Information Technology and Services 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.4 Meets Requirements Average: 9.4 9.4 Ease of Doing Business With Average: 9.1 9.8 Ease of Setup Average: 9.2 9.2 Quality of Support Average: 9.5 9.8 Ease of Admin Average: 8.8 9.2 [Expand/Collapse K2View](#) #19 [![K2View](https://images.g2crowd.com/uploads/product/hd_favicon/de358fc3db060ac46ad8235f0acc246e/k2view.svg)](/products/k2view/reviews) [K2View](/products/k2view/reviews "K2View") 52 [Expand/Collapse K2View](#) Overall Satisfaction Score 52 Top Industries of Reviewers: Information Technology and Services 33% Business Supplies and Equipment 33% Computer Software 17% Construction 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.6 Meets Requirements Average: 9.4 9.3 Ease of Doing Business With Average: 9.1 0.0 Ease of Setup Average: 9.2 9.7 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 8.8 0.0 [Expand/Collapse Transcend](#) #20 [![Transcend](https://images.g2crowd.com/uploads/product/hd_favicon/4bdce0cdafbb4a4891c14eaea4183ac8/transcend.svg)](/products/transcend/reviews) [Transcend](/products/transcend/reviews "Transcend") 52 [Expand/Collapse Transcend](#) Overall Satisfaction Score 52 Top Industries of Reviewers: Computer Software 44% Information Technology and Services 33% Education Management 11% E-Learning 11% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.3 Meets Requirements Average: 9.4 9.5 Ease of Doing Business With Average: 9.1 10.0 Ease of Setup Average: 9.2 9.8 Quality of Support Average: 9.5 9.9 Ease of Admin Average: 8.8 9.5