# The Top 20 Data Quality Tools Check out this list of the top Data Quality Tools 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+Data+Quality+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%3Ftab%3Dhighest_rated) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Highest+Rated+Data+Quality+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%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%2Fdata-quality%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+Data+Quality+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%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.) 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All SegmentsEnterprise ( \>1000 emp.)Mid-Market (51-1000 emp.)Small Business (50 or fewer emp.)All RegionsEuropeAsiaNorth America The Top 20 Data Quality Tools [![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+Data+Quality+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%3Ftab%3Dhighest_rated) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Highest+Rated+Data+Quality+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%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%2Fdata-quality%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+Data+Quality+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%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+Data+Quality+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-quality%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 America [Collapse AllExpand All](#) G2 Satisfaction Score Information Compare [Expand/Collapse Monte Carlo](#) #1 [![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg)](/products/monte-carlo/reviews) [Monte Carlo](/products/monte-carlo/reviews "Monte Carlo") 98 [Expand/Collapse Monte Carlo](#) Overall Satisfaction Score 98 Top Industries of Reviewers: Information Technology and Services 31% Financial Services 31% Computer Software 28% Pharmaceuticals 10% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.5 Meets Requirements Average: 9.4 8.6 Ease of Doing Business With Average: 9.6 9.1 Ease of Setup Average: 9.2 8.4 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 9.4 8.6 [Expand/Collapse GTM Studio - Powered by ZoomInfo](#) #2 [![GTM Studio - Powered by ZoomInfo](https://images.g2crowd.com/uploads/product/hd_favicon/8ada573c8501ec5365b452cfec53ba0d/gtm-studio-powered-by-zoominfo.svg)](/products/gtm-studio-powered-by-zoominfo/reviews) [GTM Studio - Powered by ZoomInfo](/products/gtm-studio-powered-by-zoominfo/reviews "GTM Studio - Powered by ZoomInfo") 82 [Expand/Collapse GTM Studio - Powered by ZoomInfo](#) Overall Satisfaction Score 82 Top Industries of Reviewers: Computer Software 51% Information Technology and Services 31% Marketing and Advertising 11% Financial Services 7% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.0 Meets Requirements Average: 9.4 9.1 Ease of Doing Business With Average: 9.6 9.5 Ease of Setup Average: 9.2 9.0 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 9.4 9.4 [Expand/Collapse Data8 - Data Quality Solutions](#) #3 [![Data8 - Data Quality Solutions](https://images.g2crowd.com/uploads/product/hd_favicon/5f01f1e1d5862f71bd034ce4cf27a6e7/data8-data-quality-solutions.svg)](/products/data8-data-quality-solutions/reviews) [Data8 - Data Quality Solutions](/products/data8-data-quality-solutions/reviews "Data8 - Data Quality Solutions") 82 [Expand/Collapse Data8 - Data Quality Solutions](#) Overall Satisfaction Score 82 Top Industries of Reviewers: Financial Services 30% Non-Profit Organization Management 30% Construction 20% Retail 20% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.8 Meets Requirements Average: 9.4 9.8 Ease of Doing Business With Average: 9.6 9.9 Ease of Setup Average: 9.2 9.7 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 9.4 9.9 [Expand/Collapse SAS Viya](#) #4 [![SAS Viya](https://images.g2crowd.com/uploads/product/hd_favicon/bd7a361df879327ee92c1d048aada28e/sas-sas-viya.svg)](/products/sas-sas-viya/reviews) [SAS Viya](/products/sas-sas-viya/reviews "SAS Viya") 80 [Expand/Collapse SAS Viya](#) Overall Satisfaction Score 80 Top Industries of Reviewers: Pharmaceuticals 46% Higher Education 19% Banking 19% Financial Services 15% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.7 Meets Requirements Average: 9.4 9.2 Ease of Doing Business With Average: 9.6 9.1 Ease of Setup Average: 9.2 8.6 Quality of Support Average: 9.5 9.1 Ease of Admin Average: 9.4 8.5 [Expand/Collapse DQLabs](#) #5 [![DQLabs](https://images.g2crowd.com/uploads/product/hd_favicon/bf4e33a31bfd98bb148024ef60135326/dqlabs.svg)](/products/dqlabs/reviews) [DQLabs](/products/dqlabs/reviews "DQLabs") 80 [Expand/Collapse DQLabs](#) Overall Satisfaction Score 80 Top Industries of Reviewers: Computer Software 35% Information Technology and Services 30% Information Services 17% Financial Services 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.6 Meets Requirements Average: 9.4 9.4 Ease of Doing Business With Average: 9.6 10.0 Ease of Setup Average: 9.2 9.5 Quality of Support Average: 9.5 9.4 Ease of Admin Average: 9.4 10.0 [Expand/Collapse Findymail](#) #6 [![Findymail](https://images.g2crowd.com/uploads/product/hd_favicon/1ab13ff04be40a5c33798a917210b15d/findymail.svg)](/products/findymail/reviews) [Findymail](/products/findymail/reviews "Findymail") 79 [Expand/Collapse Findymail](#) Overall Satisfaction Score 79 Top Industries of Reviewers: Marketing and Advertising 58% Computer Software 17% Consulting 17% Electrical/Electronic Manufacturing 8% 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: 9.6 10.0 Ease of Setup Average: 9.2 10.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 9.4 10.0 [Expand/Collapse Flatfile](#) #7 [![Flatfile](https://images.g2crowd.com/uploads/product/hd_favicon/432c991a226dbbfbda7142604b0318bd/flatfile.svg)](/products/flatfile/reviews) [Flatfile](/products/flatfile/reviews "Flatfile") 75 [Expand/Collapse Flatfile](#) Overall Satisfaction Score 75 Top Industries of Reviewers: Computer Software 50% Marketing and Advertising 25% Construction 13% Food & Beverages 13% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.9 Meets Requirements Average: 9.4 9.8 Ease of Doing Business With Average: 9.6 10.0 Ease of Setup Average: 9.2 9.8 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 9.4 9.3 [Expand/Collapse DataGroomr](#) #8 [![DataGroomr](https://images.g2crowd.com/uploads/product/hd_favicon/88f53285fbe1386a24ce23f1aa1dd65e/datagroomr.svg)](/products/datagroomr/reviews) [DataGroomr](/products/datagroomr/reviews "DataGroomr") 74 [Expand/Collapse DataGroomr](#) Overall Satisfaction Score 74 Top Industries of Reviewers: Non-Profit Organization Management 36% Computer Software 29% Commercial Real Estate 21% Financial Services 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: 9.6 9.9 Ease of Setup Average: 9.2 9.3 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 9.4 9.3 [Expand/Collapse Traction Complete](#) #9 [![Traction Complete](https://images.g2crowd.com/uploads/product/hd_favicon/defb42fbfebdd85123625624ce2e3ca5/traction-complete.svg)](/products/traction-complete/reviews) [Traction Complete](/products/traction-complete/reviews "Traction Complete") 73 [Expand/Collapse Traction Complete](#) Overall Satisfaction Score 73 Top Industries of Reviewers: Information Technology and Services 39% Computer Software 39% Information Services 11% Financial Services 11% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.3 Meets Requirements Average: 9.4 9.4 Ease of Doing Business With Average: 9.6 9.7 Ease of Setup Average: 9.2 9.2 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 9.4 9.6 [Expand/Collapse BizProspex CRM Cleaning](#) #10 [![BizProspex CRM Cleaning](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_c293a613cced042b452da5d714094859/bizprospex-crm-cleaning.png)](/products/bizprospex-crm-cleaning/reviews) [BizProspex CRM Cleaning](/products/bizprospex-crm-cleaning/reviews "BizProspex CRM Cleaning") 73 [Expand/Collapse BizProspex CRM Cleaning](#) Overall Satisfaction Score 73 Top Industries of Reviewers: Computer Software 43% Marketing and Advertising 29% Education Management 14% Civic & Social Organization 14% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.8 Meets Requirements Average: 9.4 9.7 Ease of Doing Business With Average: 9.6 9.7 Ease of Setup Average: 9.2 9.7 Quality of Support Average: 9.5 9.9 Ease of Admin Average: 9.4 9.4 [Expand/Collapse SelectZero](#) #11 [![SelectZero](https://images.g2crowd.com/uploads/product/hd_favicon/59cd657cd8f89076422679ac8b1fb6a5/selectzero.svg)](/products/selectzero/reviews) [SelectZero](/products/selectzero/reviews "SelectZero") 71 [Expand/Collapse SelectZero](#) Overall Satisfaction Score 71 Top Industries of Reviewers: Financial Services 50% Information Technology and Services 20% Government Administration 20% Telecommunications 10% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.7 Meets Requirements Average: 9.4 8.9 Ease of Doing Business With Average: 9.6 9.8 Ease of Setup Average: 9.2 9.4 Quality of Support Average: 9.5 9.8 Ease of Admin Average: 9.4 9.6 [Expand/Collapse Data Quality Navigator](#) #12 [![Data Quality Navigator](https://images.g2crowd.com/uploads/product/hd_favicon/17b778090a6dc33881ece0379194aa64/data-quality-navigator.svg)](/products/data-quality-navigator/reviews) [Data Quality Navigator](/products/data-quality-navigator/reviews "Data Quality Navigator") 71 [Expand/Collapse Data Quality Navigator](#) Overall Satisfaction Score 71 Top Industries of Reviewers: Manufacturing 27% Apparel & Fashion 27% Automotive 27% Chemicals 18% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.4 Meets Requirements Average: 9.4 9.1 Ease of Doing Business With Average: 9.6 9.7 Ease of Setup Average: 9.2 8.6 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 9.4 9.7 [Expand/Collapse DemandTools](#) #13 [![DemandTools](https://images.g2crowd.com/uploads/product/hd_favicon/abe0f44b2aa27e0f3e56ebc0a6c2e9bf/demandtools.svg)](/products/demandtools/reviews) [DemandTools](/products/demandtools/reviews "DemandTools") 70 [Expand/Collapse DemandTools](#) Overall Satisfaction Score 70 Top Industries of Reviewers: Computer Software 40% Information Technology and Services 29% Financial Services 16% Non-Profit Organization Management 15% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.1 Meets Requirements Average: 9.4 9.3 Ease of Doing Business With Average: 9.6 9.8 Ease of Setup Average: 9.2 9.3 Quality of Support Average: 9.5 9.5 Ease of Admin Average: 9.4 9.4 [Expand/Collapse DQE One](#) #14 [![DQE One](https://images.g2crowd.com/uploads/product/hd_favicon/e19dff743add6f4ef25360df9accc4c3/dqe-one.svg)](/products/dqe-one/reviews) [DQE One](/products/dqe-one/reviews "DQE One") 69 [Expand/Collapse DQE One](#) Overall Satisfaction Score 69 Top Industries of Reviewers: Information Technology and Services 32% Computer Software 27% Marketing and Advertising 27% Retail 14% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.0 Meets Requirements Average: 9.4 9.4 Ease of Doing Business With Average: 9.6 9.7 Ease of Setup Average: 9.2 8.8 Quality of Support Average: 9.5 9.9 Ease of Admin Average: 9.4 9.3 [Expand/Collapse Planhat](#) #15 [![Planhat](https://images.g2crowd.com/uploads/product/hd_favicon/419a7323b926f3ff16b400b2b7ca40c1/planhat%282%29.svg)](/products/planhat/reviews) [Planhat](/products/planhat/reviews "Planhat") 67 [Expand/Collapse Planhat](#) Overall Satisfaction Score 67 Top Industries of Reviewers: Computer Software 44% Information Technology and Services 39% Marketing and Advertising 11% Education Management 6% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 8.3 Meets Requirements Average: 9.4 8.8 Ease of Doing Business With Average: 9.6 9.3 Ease of Setup Average: 9.2 7.8 Quality of Support Average: 9.5 9.2 Ease of Admin Average: 9.4 8.2 [Expand/Collapse WinPure Clean & Match](#) #16 [![WinPure Clean & Match](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_1dda99be218f6257edcd53b5efa858c4/winpure-clean-match.png)](/products/winpure-clean-match/reviews) [WinPure Clean & Match](/products/winpure-clean-match/reviews "WinPure Clean & Match") 66 [Expand/Collapse WinPure Clean & Match](#) Overall Satisfaction Score 66 Top Industries of Reviewers: Marketing and Advertising 35% Health, Wellness and Fitness 31% Retail 19% Management Consulting 15% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.5 Meets Requirements Average: 9.4 9.6 Ease of Doing Business With Average: 9.6 9.3 Ease of Setup Average: 9.2 9.6 Quality of Support Average: 9.5 9.7 Ease of Admin Average: 9.4 9.2 [Expand/Collapse dbt](#) #17 [![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg)](/products/dbt/reviews) [dbt](/products/dbt/reviews "dbt") 66 [Expand/Collapse dbt](#) Overall Satisfaction Score 66 Top Industries of Reviewers: Information Technology and Services 47% Computer Software 32% Financial Services 13% Health, Wellness and Fitness 9% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.2 Meets Requirements Average: 9.4 9.4 Ease of Doing Business With Average: 9.6 8.3 Ease of Setup Average: 9.2 9.1 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 9.4 9.1 [Expand/Collapse Telmai](#) #18 [![Telmai](https://images.g2crowd.com/uploads/product/hd_favicon/4d860ddc9279c0322ccaa5ec6c5f3ab7/telmai.svg)](/products/telmai/reviews) [Telmai](/products/telmai/reviews "Telmai") 65 [Expand/Collapse Telmai](#) Overall Satisfaction Score 65 Top Industries of Reviewers: Computer Software 64% Retail 14% Information Technology and Services 14% Hospitality 7% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.5 Meets Requirements Average: 9.4 9.1 Ease of Doing Business With Average: 9.6 10.0 Ease of Setup Average: 9.2 9.4 Quality of Support Average: 9.5 9.4 Ease of Admin Average: 9.4 9.4 [Expand/Collapse BiG EVAL](#) #19 [![BiG EVAL](https://images.g2crowd.com/uploads/product/hd_favicon/4d0f89385d0b510f11ed5f9d0a54535c/big-eval.svg)](/products/big-eval/reviews) [BiG EVAL](/products/big-eval/reviews "BiG EVAL") 65 [Expand/Collapse BiG EVAL](#) Overall Satisfaction Score 65 Top Industries of Reviewers: Insurance 29% Computer Software 29% Retail 29% Marketing and Advertising 14% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.6 Meets Requirements Average: 9.4 9.4 Ease of Doing Business With Average: 9.6 9.5 Ease of Setup Average: 9.2 9.5 Quality of Support Average: 9.5 9.4 Ease of Admin Average: 9.4 9.5 [Expand/Collapse Melissa Data Quality Suite](#) #20 [![Melissa Data Quality Suite](https://images.g2crowd.com/uploads/product/hd_favicon/6e8c0ce8f945cff09d65373a720df08b/melissa-data-quality-suite.svg)](/products/melissa-data-quality-suite/reviews) [Melissa Data Quality Suite](/products/melissa-data-quality-suite/reviews "Melissa Data Quality Suite") 65 [Expand/Collapse Melissa Data Quality Suite](#) Overall Satisfaction Score 65 Top Industries of Reviewers: Real Estate 38% Marketing and Advertising 25% Non-Profit Organization Management 19% Insurance 19% Ratings from Reviews (out of 10): Ease of Use Average: 9.3 9.1 Meets Requirements Average: 9.4 9.5 Ease of Doing Business With Average: 9.6 9.6 Ease of Setup Average: 9.2 8.6 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 9.4 9.7