--- title: Google Cloud Natural Language API Reviews meta\_title: 'Google Cloud Natural Language API Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 111 reviews by the users' company size, role or industry to find out how Google Cloud Natural Language API works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 111 scale: '5' date\_modified: '2026-08-11' parent\_category: name: Natural Language Processing (NLP) url: https://www.g2.com/categories/natural-language-processing-nlp --- # Google Cloud Natural Language API Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Google Cloud Natural Language API but has limited features. Are you part of the Google Cloud Natural Language API team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Derive insights from unstructured text using Google machine learning. * * * Seller [Google](https://www.g2.com/sellers/google) Discussions [Google Cloud Natural Language API Community](https://www.g2.com/products/google-cloud-natural-language-api/discuss) Languages Supported Arabic, German, English, French, Italian, Japanese, Korean, Dutch, Portuguese, Russian, Spanish, Thai, Turkish, Vietnamese, Chinese (Simplified), Chinese (Traditional) Solution Type Best-of-Breed Overview by Alena Ageeva Show More ## Pricing Pricing provided by Google Cloud Natural.... ### Free Free Per Month ### Standard Pricing Pay As You Go Per Month [ View More Pricing Information ](https://www.g2.com/products/google-cloud-natural-language-api/pricing) ## Top-Rated Alternatives [ ![Amazon Comprehend](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amazon Comprehend") Amazon Comprehend 4.3/5(84) ](https://www.g2.com/products/amazon-comprehend/reviews) [ ![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) [ ![Microsoft Text Analytics API](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Microsoft Text Analytics API") Microsoft Text Analytics API 4.4/5(14) ](https://www.g2.com/products/microsoft-text-analytics-api/reviews) [ View All Alternatives ](https://www.g2.com/products/google-cloud-natural-language-api/competitors/alternatives) ## User Insights Average based on 111 real user reviews. Implementation Time 2 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ## Google Cloud Natural Language API Integrations (2) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Five9 Intelligent Cloud Contact Center Platform ](https://www.g2.com/products/five9-intelligent-cloud-contact-center-platform/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Cloud Storage ](https://www.g2.com/products/google-cloud-storage/reviews) Show More ![LOKESH G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "LOKESH G.") LG LOKESH G. Engineer.SGB TCS-FS CORE BANKING,Production Information Technology and Services Enterprise (\> 1000 emp.) 8/4/2026 "Seamless API Integration with Accurate, Scalable Text Analysis" 4.5/5 What do you like best about Google Cloud Natural Language API? What I like most is its ease of integration, accurate text analysis, and scalability. Through a simple API, it delivers reliable sentiment analysis, entity recognition, syntax analysis, and content classification. It also integrates seamlessly with Google Cloud services and removes the need to build and maintain custom NLP models. Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? Pricing can get expensive at higher request volumes. Customization options are also more limited than training your own models, and support for highly specialized, domain-specific language may still require additional tuning or complementary AI services. Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? Google Cloud Natural Language API automates common text analysis tasks, including sentiment analysis, entity extraction, syntax analysis, and content classification. By handling these capabilities out of the box, it reduces the need to build and maintain custom NLP models. This can speed up application development, improve the accuracy and consistency of text processing, and help teams get faster insights from customer feedback, documents, and other unstructured text. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Anjaly T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anjaly T.") AT Anjaly T. Reporting and Analytics Specialist Public Relations and Communications Small-Business (50 or fewer emp.) 7/30/2026 "Fast, Accurate Text Insights with Google Cloud Natural Language API" 4.5/5 What do you like best about Google Cloud Natural Language API? What I like best about Google Cloud Natural Language API is how quickly it analyzes text and provides useful insights. Features like sentiment analysis, entity recognition, and content classification are accurate and easy to use. It saves time by automatically processing large amounts of text, and the API integrates well with other Google Cloud services. Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? One thing I don't like is that the pricing can become expensive when processing large volumes of text. Some advanced features also require time to understand and configure. Better documentation with more practical examples would make it easier for new users to get started. Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? Before using Google Cloud Natural Language API, analyzing large amounts of text was mostly a manual process and took a lot of time. Now, I can automatically identify sentiment, extract key entities, and classify content in seconds. This has reduced manual work, improved the accuracy of text analysis, and helped me process information much faster. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Jeni J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jeni J.") JJ Jeni J. Software Dev , Ai Agents Builder Information Technology and Services Mid-Market (51-1000 emp.) 7/28/2026 "A Solid Choice for Text Analysis and Sentiment Detection" 4.5/5 What do you like best about Google Cloud Natural Language API? I like how easy it is to integrate Google Cloud Natural Language API while still delivering consistently accurate results for common NLP tasks like sentiment analysis, entity recognition, and syntax analysis. The API is well documented, scales reliably, and the response times are fast enough for production applications. I appreciate how well it handles multilingual text and integrates seamlessly with other Google Cloud services, which makes building end-to-end AI workflows much easier. The interface and documentation are clear enough that getting started is straightforward. The initial setup was very easy. Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? One area that could be improved is the pricing, especially when processing large volumes of text, as costs can add up quickly for high traffic applications. While the AI models perform well for general-purpose language analysis, I'd also like to see more flexibility for customizing models to better handle domain specific terminology and industry specific use cases. I think the platform would benefit from better debugging and explainability tools so it's easier to understand why the API produced a particular sentiment score or entity classification. More built-in options for fine-tuning models, improved handling of niche industry vocabulary, and clearer cost forecasting for large-scale deployments would make it even more valuable for enterprise applications. Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? Google Cloud Natural Language API saves development time by providing accurate NLP capabilities, turning unstructured text into insights without complex models. It simplifies sentiment analysis, entity recognition, and content categorization, enhancing text analysis quality in applications. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon 7/30/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Phani V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Phani V.") PV Phani V. Director, Engineering Enterprise (\> 1000 emp.) 8/11/2026 "Quick, Accurate Insights from Unstructured Data with Minimal Setup" 4.5/5 What do you like best about Google Cloud Natural Language API? Ability to quickly extract meaningful insights from large volume of unstructured data with very minimal setup. Inbuilt features like sentiment analysis, entity recognition and content classification etc. are highly accurate and easy to integrate to apps through APIs Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? Advanced customized options are limited compared to building and training custom NLP models Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? Helps process and understand large amounts of text automatically. Its easier to analyze the feedback i receive from customers. This saves time, improves productivity and helps making faster informed decision making Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Ramanathan L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ramanathan L.") RL Ramanathan L. Software Engineer 2 Enterprise (\> 1000 emp.) 8/5/2026 "Makes Deep Sentiment Analysis Easy Without a Data Science Background" 4.5/5 What do you like best about Google Cloud Natural Language API? It handles heavy lifting of machine learning for me. I don't have data science background yet it allows me to extract deep sentiment from raw data Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? Charging is per 1000 characters which is making me to worry if I need to process a larger data. There are no rooms for customisation and the pre-trained model sometimes miss industry standards. Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? It saves text analysis development time. It helps in processing massive scattered data in structured data making it easier to search Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Shruti P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shruti P.") SP Shruti P. Data Analyst Enterprise (\> 1000 emp.) 8/4/2026 "Accessible, Easy to Use, and a Pleasure to Work With" 5/5 What do you like best about Google Cloud Natural Language API? That it is more accessible and easy to use Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? The cost factor of it and the usage limits can be improved Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? To connect with different resources Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Arnab S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Arnab S.") AS Arnab S. Purchase Manager Small-Business (50 or fewer emp.) 8/8/2026 "Spot-On Sentiment Analysis for Ecommerce Reviews and Themes" 5/5 What do you like best about Google Cloud Natural Language API? Sentiment analysis where from Ecommerce comments we can identify the false negative/positive and then can identify themes from the reviews Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? Lack of customization; usually we cant go for different LLM models Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? Sentiment analysis of reviews leading to improved customer query resolution and product development Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") CT Verified User in Telecommunications Enterprise (\> 1000 emp.) 8/4/2026 "Empowers Apps with Natural Language Features Like Sentiment Analysis" 5/5 What do you like best about Google Cloud Natural Language API? It empowers developers to easily apply natural language capabilities to their apps, with features such as sentiment analysis. Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? It’s difficult to learn, and it requires a high level of training. Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? Sentiment analysis, content classification, and syntax analysis with natural language understanding. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Lisa S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lisa S.") LS Lisa S. Clinical MA Small-Business (50 or fewer emp.) 5/19/2026 "Evolving AI Software That’s Becoming Incredibly Helpful" 5/5 What do you like best about Google Cloud Natural Language API? The software for the AI is evolving and becoming so helpful Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? The support could use alittle assistance Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? We were struggling we language barriers but AI has helped with that Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![CA. Dishi T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "CA. Dishi T.") CT CA. Dishi T. Area Credit Manager Enterprise (\> 1000 emp.) 3/29/2025 "Various machine learning to n number of peopleople" 5/5 What do you like best about Google Cloud Natural Language API? Google cloud is best in everything like I used natural language API help healthcare services its best feature is it allows users to upload their database and big files And give all the good decisions for any database Review collected by and hosted on G2.com. What do you dislike about Google Cloud Natural Language API? Sometime it is hard to understand and use Review collected by and hosted on G2.com. What problems is Google Cloud Natural Language API solving and how is that benefiting you? It provides every cloud related solutions like AI models ensuring data security it access to powerful AI tools in decision making Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Pricing Options Pricing provided by Google Cloud Natural.... ### Free Free Per Month ### Standard Pricing Pay As You Go Per Month [ View More Pricing Information ](https://www.g2.com/products/google-cloud-natural-language-api/pricing) Google Cloud Natural Language API Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-comprehend.jpg "Product Avatar Image") Amazon Comprehend 4.3/5(84) [ Compare Now ](https://www.g2.com/compare/amazon-comprehend-vs-google-cloud-natural-language-api) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_ba028ad6bf0db22d615af59f2f972e74/microsoft-bing-spell-check-api.jpg "Product Avatar Image") Microsoft Bing Spell Check API 3.9/5(27) [ Compare Now ](https://www.g2.com/compare/google-cloud-natural-language-api-vs-microsoft-bing-spell-check-api) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_3a7a925cc43d97814fa81ec2d6c06f45/amazon-comprehend-medical.jpeg "Product Avatar Image") Amazon Comprehend Medical 4.3/5(15) [ Compare Now ](https://www.g2.com/compare/amazon-comprehend-medical-vs-google-cloud-natural-language-api) ##### ##### Google Cloud Natural Language API Features Algorithm Named Entity Recognition Sentiment Analysis Language Detection System Pre-Built Algorithms Customizable Models Setup Integration Maintenance No-Code Data Security Data Visualization [ View More Features ](https://www.g2.com/products/google-cloud-natural-language-api/features) ##### Categories on G2 [Text Analysis](https://www.g2.com/categories/text-analysis)[Natural Language Understanding (NLU)](https://www.g2.com/categories/natural-language-understanding-nlu) ##### Explore More [What is the top-rated antivirus for an Android phone that actually catches real malware rather than just serving up its own ads?](https://www.g2.com/discussions/what-is-the-top-rated-antivirus-for-an-android-phone-that-actually-catches-real-malware-rather-than-just-serving-up-its-own-ads)[Which cloud edge security platforms are enterprises choosing for securing IoT and edge devices that sit outside the traditional network perimeter?](https://www.g2.com/discussions/which-cloud-edge-security-platforms-are-enterprises-choosing-for-securing-iot-and-edge-devices-that-sit-outside-the-traditional-network-perimeter)[Best CPaaS software for startups](https://www.g2.com/discussions/best-cpaas-software-for-startups) [Which antivirus subscription gives the best value for protecting multiple devices including PC, Mac, phone and tablet under one plan?](https://www.g2.com/discussions/which-antivirus-subscription-gives-the-best-value-for-protecting-multiple-devices-including-pc-mac-phone-and-tablet-under-one-plan)[Which academic advising solutions are most reliable based on reviews from clinical coordinators managing rotations?](https://www.g2.com/discussions/which-academic-advising-solutions-are-most-reliable-based-on-reviews-from-clinical-coordinators-managing-rotations)[Pros and Cons Details](https://www.g2.com/products/google-cloud-natural-language-api/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)