--- title: IBM Watson Natural Language Understanding Reviews meta\_title: 'IBM Watson Natural Language Understanding Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 35 reviews by the users' company size, role or industry to find out how IBM Watson Natural Language Understanding works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 35 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Natural Language Processing (NLP) url: https://www.g2.com/categories/natural-language-processing-nlp --- # IBM Watson Natural Language Understanding Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by IBM Watson Natural Language Understanding but has limited features. Are you part of the IBM Watson Natural Language Understanding team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Analyze text to extract meta-data from content such as concepts, entities, keywords, categories, relations and semantic roles. * * * Seller [IBM](https://www.g2.com/sellers/ibm) Discussions [IBM Watson Natural Language Understanding Community](https://www.g2.com/products/ibm-watson-natural-language-understanding/discuss) Solution Type Best-of-Breed Overview by Emily Winchurch (Senior Product Marketer, Artificial Intelligence Products at IBM) Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 5 months ### Return on Investment 18 months [ View More Pricing Information ](https://www.g2.com/products/ibm-watson-natural-language-understanding/pricing) ## Top-Rated Alternatives [ ![Altair AI Studio](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Altair AI Studio") Altair AI Studio 4.6/5(532) ](https://www.g2.com/products/rapidminer-studio/reviews) [ ![SAS Viya](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SAS Viya") SAS Viya 4.3/5(817) ](https://www.g2.com/products/sas-sas-viya/reviews) [ ![SAP HANA Cloud](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SAP HANA Cloud") SAP HANA Cloud 4.3/5(620) ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-watson-natural-language-understanding/competitors/alternatives) ## User Insights Average based on 35 real user reviews. Implementation Time 5 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ## IBM Watson Natural Language Understanding Integrations (1) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon EC2 ](https://www.g2.com/products/amazon-ec2/reviews) Show More JE Janae E. Mid-Market (51-1000 emp.) 8/20/2018 " Nice and easy to Understand!!" 4/5 What do you like best about IBM Watson Natural Language Understanding? I like how fast and easy it is to use and learn. We had an extensive training from an IBM rep that showed us several tricks on using it. It has made our workflow easier and based on the structure we have more accurate results/ Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? There has been a fee times where small corpus in more than four hours of1 start to finish without writing a single line of code or explanation has been found. This can be very time consuming and unproductive. Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: This product has made our day to day functions increase dramatically and we Highly recommend this product especially, in a Health care setting. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? This program allows us to work more efficiently while providing a strong work balance and productivity. The WKS advocates us in the health care worked by achieving remarkable outcomes and connections that allow us to move forward in a fast past enviroment Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") UT Verified User in Telecommunications Enterprise (\> 1000 emp.) 2/13/2019 "Watson Studio Knowledge ease of use" 4/5 What do you like best about IBM Watson Natural Language Understanding? In my experience with the Watson Knowledge Studio (WKS), when compared to other pay for and open source products, has been far easier to understand and simpler to employ in our deployments. The WKS UI is fairly intuitive which allows for quicker deployment. I also appreciate that it is a platform which takes much of the guess work out of use. The other open source products tend to be developer heavy. When using the WKS, you can combine several request types simultaneously and I can easily provide my own industry specific dictionaries and relationships. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? As with anything new, there is always the learning curve. I have also found documentation to be lacking a little bit. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? The ability to take unstructured data and aggregate it into something meaningful to the business side. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") GM Verified User in Marketing and Advertising Small-Business (50 or fewer emp.) 2/26/2019 "Looking for overview of comments" 2.5/5 What do you like best about IBM Watson Natural Language Understanding? The Watson Tone Analyzer has a very simple setup and lays out clear examples of how to better understand your audience's view. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? There isn't much int eh way of language support for worldwide campaigns. Very US english focused. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? It may be too early to see any real ROI, but current general instincts of mood seems to be supported by the data in Watson Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Inmaculada I.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Inmaculada I.") II Inmaculada I. Responsable de marketing y comunicación Small-Business (50 or fewer emp.) 2/23/2019 "Setup is simple" 3.5/5 What do you like best about IBM Watson Natural Language Understanding? Setup is simple and you can inject it into any app. It provides SDK's for Android, Java, Python... So iT's very useful Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? Support is only in english and french. It could be great if there would be support in spanish Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? I think now we can get more customers because we know better how we are positioned . Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Insurance](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Insurance") II Verified User in Insurance Mid-Market (51-1000 emp.) 8/16/2018 "Watson" 5/5 What do you like best about IBM Watson Natural Language Understanding? It is very easy to upload data. They offer a range of formats for uploading data, including Survey Monkey and IBM Cognos. You can even load from your local files, such as a csv file. The Discover section is really interesting. IBM Watson offers suggestions of areas of interest after it looks for patterns. If you do not like what you see, you can use natural language searching to create a Discovery, such as "predictive model for customer churn." Once in the Discovery, you can even turn on/off filters or overlay other variables to see the interaction. Visualizations are easy to create and look clean and professional. It offers a variety of formats such as a tree map, decision tree, bar chart, etc. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? Sometimes it is difficult to clearly determine the predictive behavior of variables. For example, the predictive strength number does not necessarily mean an r-squared value, so it is hard to translate this into statistical data. It is extremely difficult to do any data cleansing in the software, which would be a nice feature to have. I can clean it in Excel, but sometimes this can be tedious. Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: Take the free training. The software is relatively simple to use and is fairly intuitive, but the training will give you the best start and quickest learning curve. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? The most useful feature has been to quickly identify any relationships or patterns that are difficult to see by looking at the raw data. Even if I cannot get a clear predictor in Watson, I can at least use other tools like R to get more sophisticated models. When predictors are easy to find in Watson, it is simple to create visualizations and a Storybook, and even share with other users. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 3/14/2019 Business partner of the seller or seller's competitor, not included in G2 scores. "Works Well for Analytics" 4.5/5 What do you like best about IBM Watson Natural Language Understanding? I like that I can get more information and categorize based off of the conversations I have had with my customers. We have the ability to view customer interactions in different ways than we did prior to using this tool. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? It wasn't easy to integrate the tool with foreign languages which caused issues for some of our customers. Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: It's a great tool to get more insights on your customers and interactions. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Providing insights to businesses on their customer data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") GH Verified User in Hospital & Health Care Enterprise (\> 1000 emp.) 2/26/2019 "Cloud analytics with Watson " 4.5/5 What do you like best about IBM Watson Natural Language Understanding? Ibm Watson is the smartest analytical engine that I have seen, though it is on costly side. We are working on poc for it. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? Cost of it is very hig, it is good for large companies but affordable by small or mid size companies. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? We are trying to leverage Natural language processing using IBM Watson tone analyzer in which we are tey8ng to analyze and understand emotions, social tendencies and perceived conversation style of our members when they talk to us. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Retail](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Retail") GR Verified User in Retail Small-Business (50 or fewer emp.) 2/25/2019 "IBM watson tone analyzer review" 4/5 What do you like best about IBM Watson Natural Language Understanding? I love that it can understand me so well and that it is very accurate Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? I do not like that it happens to break a lot and I am always having to call technical support. Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: Use it! Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? I am communicating with coworkers. I have realized it is very efficient. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") GI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 2/23/2019 "Watson Sentiment needs improvement" 3/5 What do you like best about IBM Watson Natural Language Understanding? Watson analyzes the basic sentiments of a conversation for the most part Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? The tone analysis is not always accurate and most of the time it picks up the wrong sentiment. Also, it would be good to have broader minute sentiment. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Understanding the customer sentiment so we can action upon accordingly. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") GI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 12/14/2018 "Use this tool to understand better the clients feedback" 4/5 What do you like best about IBM Watson Natural Language Understanding? This tool allows my team to understand better the feedback behind client reviews. I integrated with a custom post/blog system and stored the resulting score and tone used by the client. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? Sometimes the result is not 100% accurate. I'm assuming this platform is getting better every day. Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: Please take a look at the examples can be really helpful. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? I get a better understand from a client review and allow the business to take a better decision about this specific client. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Pricing Insights Averages based on real user reviews. ### Time to Implement 5 months ### Return on Investment 18 months ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/ibm-watson-natural-language-understanding/pricing) ##### Categories on G2 [Text Analysis](https://www.g2.com/categories/text-analysis)[Natural Language Processing (NLP) Platforms](https://www.g2.com/categories/natural-language-processing-nlp-platforms) ##### Explore More [Which tool supports real-time video rendering in the cloud?](https://www.g2.com/discussions/which-tool-supports-real-time-video-rendering-in-the-cloud)[Which education ERP platforms include compliance reporting for Title IV, accreditation bodies, and state regulatory requirements?](https://www.g2.com/discussions/which-education-erp-platforms-include-compliance-reporting-for-title-iv-accreditation-bodies-and-state-regulatory-requirements)[Best email tracking platforms for marketing campaigns](https://www.g2.com/discussions/what-are-the-best-email-tracking-platforms-for-marketing-campaigns) [Which hybrid cloud storage platforms give an IT team the easiest management console for running storage across multiple sites without logging into each location separately?](https://www.g2.com/discussions/which-hybrid-cloud-storage-platforms-give-an-it-team-the-easiest-management-console-for-running-storage-across-multiple-sites-without-logging-into-each-location-separately)[Contact center software with best reviews](https://www.g2.com/discussions/what-is-the-contact-center-software-with-the-best-reviews)[Pros and Cons Details](https://www.g2.com/products/ibm-watson-natural-language-understanding/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)