--- 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(818) ](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(621) ](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 ![Verified User in Consumer Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Services") GC Verified User in Consumer Services Small-Business (50 or fewer emp.) 5/8/2018 "IBM Watson Tone Analyzer" 5/5 What do you like best about IBM Watson Natural Language Understanding? This program is absolutely awesome. This is your one stop shop for all things app based and building. It gives you step by step directions on so many options in building the things you'd like inside your app developing. Chat bots, banking bots, recognition with face, so many things to try and it's so easy to learn how. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? I have not found anything specifically bothering that I dislike, I have no issues this far running things on here but the only thing may be the overall cost Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: If you are developing software and focused primarily on apps then this is your program. This is loaded with options to fit all of your needs all within one software program and I loved how easy it was to use once I was signed up and getting a hang of the layout and how things all worked. It's user friendly and actually rather fun to use and it'll make you want to continue to use this for your future needs. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Here at our business I have been able to build a business app that is allowing our customers to have a better way of interacting with us whether in the office our out on job sites. The technology is amazing and it's made communicating so much easier. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Veterinary](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Veterinary") AV Verified User in Veterinary Small-Business (50 or fewer emp.) 8/16/2018 Business partner of the seller or seller's competitor, not included in G2 scores. "Easy navigation " 5/5 What do you like best about IBM Watson Natural Language Understanding? The software is extremely easy to understand and navigate throughout the entire thing Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? Some updating to software could be done. The mobile version isn’t the best way to use software. Not as detailed as desktop version Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Documenting is letting everyone login an see what needs to be done Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Carlos Daniel C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Carlos Daniel C.") CC Carlos Daniel C. Director Small-Business (50 or fewer emp.) 5/24/2018 "An amazing tool, but not so in spanish...." 3.5/5 What do you like best about IBM Watson Natural Language Understanding? It helps a lot in the day to day communication, many times save me of send bogus or agressive mails. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? In spanish the tool is too sluggy at present.... Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: At today, only full benefits in english..... Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Lots of mails, in english, well toned and successful negotiations achieved!! Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") GH Verified User in Higher Education Enterprise (\> 1000 emp.) 5/9/2018 "Incredibly cool tool for analyzing human emotion!" 5/5 What do you like best about IBM Watson Natural Language Understanding? I think its quite incredible that this program can make analyses as to the emotions behind real people's social media posts/writing. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? I believe the emotions are too limited, but this is likely a constraint of the technology and will improve as machine learning improves Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: It is an incredible tool for analyzing customer's moods through social media posting, but limited emotion choices can make it more gimmicky than a real tool for analysis. Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Helping to mass-analyze human emotion and happiness with our products through social media posts. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Management Consulting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Management Consulting") UM Verified User in Management Consulting Enterprise (\> 1000 emp.) 8/22/2018 "This knowledge studio has all the knowledge you want" 4.5/5 What do you like best about IBM Watson Natural Language Understanding? The abundance of content available is amazing. Review collected by and hosted on G2.com. What do you dislike about IBM Watson Natural Language Understanding? its user interface which can be made more easy to use. Review collected by and hosted on G2.com. Recommendations to others considering IBM Watson Natural Language Understanding: I Review collected by and hosted on G2.com. What problems is IBM Watson Natural Language Understanding solving and how is that benefiting you? Its a great checklist and basics before we go for more tutorials 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 [What AEM tools offer transparent per-device licensing so IT teams can scale their endpoint coverage without running into unexpected cost overruns?](https://www.g2.com/discussions/what-aem-tools-offer-transparent-per-device-licensing-so-it-teams-can-scale-their-endpoint-coverage-without-running-into-unexpected-cost-overruns)[Is NexHealth worth it for healthcare integration?](https://www.g2.com/discussions/is-nexhealth-worth-it-for-healthcare-integration)[What are the best cloud-based demand planning solutions for global operations?](https://www.g2.com/discussions/what-are-the-best-cloud-based-demand-planning-solutions-for-global-operations) [Best software for tracking ROI on marketing spend](https://www.g2.com/discussions/what-s-the-best-software-for-tracking-roi-on-marketing-spend)[Which FSM platforms work well for teams that deal with complex multi-step jobs but do not have dedicated IT staff on hand?](https://www.g2.com/discussions/which-fsm-platforms-work-well-for-teams-that-deal-with-complex-multi-step-jobs-but-do-not-have-dedicated-it-staff-on-hand)[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);)