# The Top 20 Text Analysis Software Check out this list of the top Text Analysis 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. 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All SegmentsEnterprise ( \>1000 emp.)Mid-Market (51-1000 emp.)Small Business (50 or fewer emp.)All RegionsEuropeAsiaNorth AmericaLatin America The Top 20 Text Analysis 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+Text+Analysis+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Ftext-analysis%3Ftab%3Dhighest_rated) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Highest+Rated+Text+Analysis+Software+in+2026+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Ftext-analysis%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%2Ftext-analysis%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+Text+Analysis+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Ftext-analysis%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+Text+Analysis+Software+in+2026+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Ftext-analysis%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 Chattermill](#) #1 [![Chattermill](https://images.g2crowd.com/uploads/product/hd_favicon/275ddd1ecb179bc29565f5a4f9be11ae/chattermill.svg)](/products/chattermill/reviews) [Chattermill](/products/chattermill/reviews "Chattermill") 98 [Expand/Collapse Chattermill](#) Overall Satisfaction Score 98 Top Industries of Reviewers: Retail 29% Food & Beverages 28% Financial Services 26% Information Technology and Services 17% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.9 Meets Requirements Average: 9.2 8.9 Ease of Doing Business With Average: 7.0 9.0 Ease of Setup Average: 8.6 8.8 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 6.6 8.8 [Expand/Collapse Caplena](#) #2 [![Caplena](https://images.g2crowd.com/uploads/product/hd_favicon/4935bfbf7f4fd58b509ee6220faebddc/caplena.svg)](/products/caplena/reviews) [Caplena](/products/caplena/reviews "Caplena") 96 [Expand/Collapse Caplena](#) Overall Satisfaction Score 96 Top Industries of Reviewers: Market Research 70% Leisure, Travel & Tourism 11% Financial Services 11% Automotive 7% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.6 Meets Requirements Average: 9.2 8.7 Ease of Doing Business With Average: 7.0 9.6 Ease of Setup Average: 8.6 8.9 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 6.6 9.7 [Expand/Collapse Canvs](#) #3 [![Canvs](https://images.g2crowd.com/uploads/product/hd_favicon/b5cf5aa6a6d65d0da9860ab43ee3c858/canvs-ai-canvs.svg)](/products/canvs-ai-canvs/reviews) [Canvs](/products/canvs-ai-canvs/reviews "Canvs") 91 [Expand/Collapse Canvs](#) Overall Satisfaction Score 91 Top Industries of Reviewers: Market Research 55% Entertainment 30% Marketing and Advertising 7% Media Production 7% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.3 Meets Requirements Average: 9.2 8.4 Ease of Doing Business With Average: 7.0 8.9 Ease of Setup Average: 8.6 8.3 Quality of Support Average: 9.5 9.2 Ease of Admin Average: 6.6 8.7 [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") 88 [Expand/Collapse SAS Viya](#) Overall Satisfaction Score 88 Top Industries of Reviewers: Higher Education 54% Banking 19% Hospital & Health Care 15% Financial Services 12% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.9 Meets Requirements Average: 9.2 8.7 Ease of Doing Business With Average: 7.0 9.1 Ease of Setup Average: 8.6 8.5 Quality of Support Average: 9.5 8.0 Ease of Admin Average: 6.6 8.1 [Expand/Collapse Birdie](#) #5 [![Birdie](https://images.g2crowd.com/uploads/product/hd_favicon/bd53bc1e3aecb29bafe046f806053cdd/birdie-ai-birdie.svg)](/products/birdie-ai-birdie/reviews) [Birdie](/products/birdie-ai-birdie/reviews "Birdie") 87 [Expand/Collapse Birdie](#) Overall Satisfaction Score 87 Top Industries of Reviewers: Banking 43% Hospital & Health Care 29% Financial Services 14% Information Technology and Services 14% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.9 Meets Requirements Average: 9.2 9.1 Ease of Doing Business With Average: 7.0 0.0 Ease of Setup Average: 8.6 8.4 Quality of Support Average: 9.5 9.9 Ease of Admin Average: 6.6 0.0 [Expand/Collapse Kimola](#) #6 [![Kimola](https://images.g2crowd.com/uploads/product/hd_favicon/d7d1c85d99e73056db5871f153fb5220/kimola.svg)](/products/kimola/reviews) [Kimola](/products/kimola/reviews "Kimola") 86 [Expand/Collapse Kimola](#) Overall Satisfaction Score 86 Top Industries of Reviewers: Marketing and Advertising 44% Information Technology and Services 31% Market Research 19% Financial Services 6% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.5 Meets Requirements Average: 9.2 9.6 Ease of Doing Business With Average: 7.0 9.8 Ease of Setup Average: 8.6 9.2 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 6.6 9.2 [Expand/Collapse Speak](#) #7 [![Speak](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8184dcc4a8606565a0178d494b7f7d21/speak-ai-speak.png)](/products/speak-ai-speak/reviews) [Speak](/products/speak-ai-speak/reviews "Speak") 81 [Expand/Collapse Speak](#) Overall Satisfaction Score 81 Top Industries of Reviewers: Non-Profit Organization Management 36% Higher Education 27% Computer Software 18% Research 18% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.7 Meets Requirements Average: 9.2 9.5 Ease of Doing Business With Average: 7.0 10.0 Ease of Setup Average: 8.6 10.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 6.6 9.9 [Expand/Collapse DocuPipe](#) #8 [![DocuPipe](https://images.g2crowd.com/uploads/product/hd_favicon/6eb68c84e20b05de8bf801473a76e86b/docupipe.svg)](/products/docupipe/reviews) [DocuPipe](/products/docupipe/reviews "DocuPipe") 76 [Expand/Collapse DocuPipe](#) Overall Satisfaction Score 76 Top Industries of Reviewers: Accounting 40% Computer Software 20% Financial Services 20% Hospital & Health Care 20% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.4 Meets Requirements Average: 9.2 9.7 Ease of Doing Business With Average: 7.0 0.0 Ease of Setup Average: 8.6 9.7 Quality of Support Average: 9.5 9.7 Ease of Admin Average: 6.6 0.0 [Expand/Collapse Unwrap.ai](#) #9 [![Unwrap.ai](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_1ea489670c41bc2c47ed73a7025b7a97/unwrap-ai.jpg)](/products/unwrap-ai/reviews) [Unwrap.ai](/products/unwrap-ai/reviews "Unwrap.ai") 75 [Expand/Collapse Unwrap.ai](#) Overall Satisfaction Score 75 Top Industries of Reviewers: Computer Software 47% Consumer Electronics 20% Financial Services 20% Information Technology and Services 13% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.7 Meets Requirements Average: 9.2 9.1 Ease of Doing Business With Average: 7.0 10.0 Ease of Setup Average: 8.6 9.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 6.6 7.5 [Expand/Collapse Dovetail](#) #10 [![Dovetail](https://images.g2crowd.com/uploads/product/hd_favicon/212c4503c43ef764fa8a378c1ce888d3/dovetail-research-pty-ltd-dovetail.svg)](/products/dovetail-research-pty-ltd-dovetail/reviews) [Dovetail](/products/dovetail-research-pty-ltd-dovetail/reviews "Dovetail") 74 [Expand/Collapse Dovetail](#) Overall Satisfaction Score 74 Top Industries of Reviewers: Information Technology and Services 44% Computer Software 31% Consumer Goods 13% Marketing and Advertising 13% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.7 Meets Requirements Average: 9.2 8.8 Ease of Doing Business With Average: 7.0 9.2 Ease of Setup Average: 8.6 8.3 Quality of Support Average: 9.5 9.4 Ease of Admin Average: 6.6 8.7 [Expand/Collapse Amazon Comprehend](#) #11 [![Amazon Comprehend](https://images.g2crowd.com/uploads/product/hd_favicon/1528476495/amazon-comprehend.svg)](/products/amazon-comprehend/reviews) [Amazon Comprehend](/products/amazon-comprehend/reviews "Amazon Comprehend") 68 [Expand/Collapse Amazon Comprehend](#) Overall Satisfaction Score 68 Top Industries of Reviewers: Information Technology and Services 33% Accounting 27% Computer Software 24% Financial Services 15% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.4 Meets Requirements Average: 9.2 9.1 Ease of Doing Business With Average: 7.0 8.4 Ease of Setup Average: 8.6 9.0 Quality of Support Average: 9.5 9.0 Ease of Admin Average: 6.6 8.4 [Expand/Collapse Thematic](#) #12 [![Thematic](https://images.g2crowd.com/uploads/product/hd_favicon/d764a7357a004e7c2755a9b816ef4312/thematic.svg)](/products/thematic/reviews) [Thematic](/products/thematic/reviews "Thematic") 67 [Expand/Collapse Thematic](#) Overall Satisfaction Score 67 Top Industries of Reviewers: Financial Services 25% Retail 25% Computer Software 25% Telecommunications 25% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.5 Meets Requirements Average: 9.2 9.0 Ease of Doing Business With Average: 7.0 10.0 Ease of Setup Average: 8.6 9.7 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 6.6 9.6 [Expand/Collapse Kapiche](#) #13 [![Kapiche](https://images.g2crowd.com/uploads/product/hd_favicon/f7f2453798bc2d8ac9b23f33743e8ee7/kapiche.svg)](/products/kapiche/reviews) [Kapiche](/products/kapiche/reviews "Kapiche") 64 [Expand/Collapse Kapiche](#) Overall Satisfaction Score 64 Top Industries of Reviewers: Market Research 33% Automotive 27% Information Technology and Services 20% Logistics and Supply Chain 20% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.3 Meets Requirements Average: 9.2 9.3 Ease of Doing Business With Average: 7.0 9.8 Ease of Setup Average: 8.6 9.7 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 6.6 9.1 [Expand/Collapse ATLAS.ti](#) #14 [![ATLAS.ti](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_cc456dc2c60e9c04be45f7951b3b214d/atlas-ti.png)](/products/atlas-ti/reviews) [ATLAS.ti](/products/atlas-ti/reviews "ATLAS.ti") 63 [Expand/Collapse ATLAS.ti](#) Overall Satisfaction Score 63 Top Industries of Reviewers: Higher Education 51% Research 26% Education Management 19% E-Learning 4% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.6 Meets Requirements Average: 9.2 9.8 Ease of Doing Business With Average: 7.0 8.0 Ease of Setup Average: 8.6 9.4 Quality of Support Average: 9.5 9.8 Ease of Admin Average: 6.6 8.1 [Expand/Collapse Google Cloud Natural Language API](#) #15 [![Google Cloud Natural Language API](https://images.g2crowd.com/uploads/product/hd_favicon/13609196cbe0a2ebcb718bd26f6a0e4e/google-cloud-natural-language-api.svg)](/products/google-cloud-natural-language-api/reviews) [Google Cloud Natural Language API](/products/google-cloud-natural-language-api/reviews "Google Cloud Natural Language API") 59 [Expand/Collapse Google Cloud Natural Language API](#) Overall Satisfaction Score 59 Top Industries of Reviewers: Information Technology and Services 42% Computer Software 32% Education Management 16% Computer & Network Security 11% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.5 Meets Requirements Average: 9.2 9.2 Ease of Doing Business With Average: 7.0 8.8 Ease of Setup Average: 8.6 8.5 Quality of Support Average: 9.5 9.3 Ease of Admin Average: 6.6 8.9 [Expand/Collapse Lang.ai](#) #16 [![Lang.ai](https://images.g2crowd.com/uploads/product/hd_favicon/43f1a2094e8a6ce7a0bba15b7f36a9f0/lang-ai-lang-ai.svg)](/products/lang-ai-lang-ai/reviews) [Lang.ai](/products/lang-ai-lang-ai/reviews "Lang.ai") 58 [Expand/Collapse Lang.ai](#) Overall Satisfaction Score 58 Top Industries of Reviewers: Food Production 44% Financial Services 33% Entertainment 11% Consumer Services 11% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.1 Meets Requirements Average: 9.2 9.1 Ease of Doing Business With Average: 7.0 9.9 Ease of Setup Average: 8.6 9.3 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 6.6 9.2 [Expand/Collapse Dimension Labs](#) #17 [![Dimension Labs](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_94de15f930cc4953d53c1da8da3dc1c9/dimension-labs.png)](/products/dimension-labs/reviews) [Dimension Labs](/products/dimension-labs/reviews "Dimension Labs") 58 [Expand/Collapse Dimension Labs](#) Overall Satisfaction Score 58 Top Industries of Reviewers: Information Technology and Services 77% Automotive 8% Computer & Network Security 8% Marketing and Advertising 8% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.5 Meets Requirements Average: 9.2 9.6 Ease of Doing Business With Average: 7.0 0.0 Ease of Setup Average: 8.6 9.4 Quality of Support Average: 9.5 9.8 Ease of Admin Average: 6.6 0.0 [Expand/Collapse Enterpret](#) #18 [![Enterpret](https://images.g2crowd.com/uploads/product/hd_favicon/7e0c25be2f2e6cfa9cb2ac32d716d742/enterpret-inc-enterpret.svg)](/products/enterpret-inc-enterpret/reviews) [Enterpret](/products/enterpret-inc-enterpret/reviews "Enterpret") 57 [Expand/Collapse Enterpret](#) Overall Satisfaction Score 57 Top Industries of Reviewers: Computer Software 67% Consumer Goods 11% Information Technology and Services 11% Mental Health Care 11% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 8.9 Meets Requirements Average: 9.2 9.4 Ease of Doing Business With Average: 7.0 0.0 Ease of Setup Average: 8.6 8.5 Quality of Support Average: 9.5 9.6 Ease of Admin Average: 6.6 0.0 [Expand/Collapse Altair AI Studio](#) #19 [![Altair AI Studio](https://images.g2crowd.com/uploads/product/hd_favicon/501888c80a82c58e3c4f752bbd3902f5/rapidminer-studio.svg)](/products/rapidminer-studio/reviews) [Altair AI Studio](/products/rapidminer-studio/reviews "Altair AI Studio") 54 [Expand/Collapse Altair AI Studio](#) Overall Satisfaction Score 54 Top Industries of Reviewers: Higher Education 41% Education Management 28% Research 16% Computer Software 15% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 9.1 Meets Requirements Average: 9.2 9.0 Ease of Doing Business With Average: 7.0 8.9 Ease of Setup Average: 8.6 9.3 Quality of Support Average: 9.5 8.6 Ease of Admin Average: 6.6 8.5 [Expand/Collapse Acodis](#) #20 [![Acodis](https://images.g2crowd.com/uploads/product/hd_favicon/3a4aab8f58980338ebc5a55234da84ad/acodis.svg)](/products/acodis/reviews) [Acodis](/products/acodis/reviews "Acodis") 54 [Expand/Collapse Acodis](#) Overall Satisfaction Score 54 Top Industries of Reviewers: Pharmaceuticals 40% Financial Services 20% Hospital & Health Care 20% Chemicals 20% Ratings from Reviews (out of 10): Ease of Use Average: 9.2 10.0 Meets Requirements Average: 9.2 10.0 Ease of Doing Business With Average: 7.0 0.0 Ease of Setup Average: 8.6 0.0 Quality of Support Average: 9.5 10.0 Ease of Admin Average: 6.6 0.0