--- title: Google Cloud Natural Language API Reviews meta_title: 'Google Cloud Natural Language API Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 98 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: 98 scale: '5' date_modified: '2026-07-17' parent_category: name: Natural Language Processing (NLP) url: https://www.g2.com/categories/natural-language-processing-nlp --- # Google Cloud Natural Language API Reviews **Vendor:** Google **Category:** [Natural Language Understanding (NLU) Software](https://www.g2.com/categories/natural-language-understanding-nlu) **Average Rating:** 4.3/5.0 **Total Reviews:** 98 ## About Google Cloud Natural Language API Derive insights from unstructured text using Google machine learning. ## Google Cloud Natural Language API Pros & Cons **What users like:** - Users appreciate the **powerful database integration** of Google Cloud Natural Language API for enhancing decision-making in healthcare. (1 reviews) - Users value the **ability to upload large databases** with Google Cloud Natural Language API, enhancing decision-making in healthcare. (1 reviews) - Users value the **ability to upload large databases** with Google Cloud Natural Language API for informed decision-making. (1 reviews) **What users dislike:** - Users find the API **not user-friendly** , making it difficult to understand and effectively utilize its features. (1 reviews) ## Google Cloud Natural Language API Reviews ### 1. I tried example API given on web page. I noticed API doesn't perform very well for some examples. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** February 01, 2024 **What do you like best about Google Cloud Natural Language API?** Details a lot of information like entities, sentiment, moderation, and categories. **What do you dislike about Google Cloud Natural Language API?** I gave the example: One of my favorites is Apple. The other is Mango. The API wasn't able to find the categories. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Understanding text. The way it helps me is I can build simple solutions around NLP tasks. ### 2. Features Of Google Cloud Natural Language API **Rating:** 4.0/5.0 stars **Reviewed by:** HIMANSHU S. | Cyber Security Engineer - I, Enterprise (> 1000 emp.) **Reviewed Date:** December 07, 2023 **What do you like best about Google Cloud Natural Language API?** It has an Auto ML and it use large fataset support. It's available in many languages. It has made content classification very easy. **What do you dislike about Google Cloud Natural Language API?** Nothing to dislike as such but I feel the cost of the product is too high and also the performance goes down sometimes. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It has a wide network of developers, startups and trainers that bring the best and latest in API. It has solved the problem of text analysis and language barrier. ### 3. GC NLP is the Future **Rating:** 5.0/5.0 stars **Reviewed by:** Yash C. | Product Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** December 18, 2023 **What do you like best about Google Cloud Natural Language API?** The best thing I can recall about google cloud Natural Language API is there documentation, easy example code, community forums and customer support for more extra support. **What do you dislike about Google Cloud Natural Language API?** As of now Nothing makes me dislike the API **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** In our current project, we are using text analysis for detection, translation and analysis of the language input provided. This functionality is easy to impliment and efficient for the api processing time. ### 4. No code Natural Language Solution **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Food Production | Enterprise (> 1000 emp.) **Reviewed Date:** January 25, 2024 **What do you like best about Google Cloud Natural Language API?** The best feature that I loved is integration of AutoML. We can directly use AutoML inside GC Natural language API to train, test and deploy with no code/minmal code. I have also integrated some APIs for use case related to sentiment analysis. **What do you dislike about Google Cloud Natural Language API?** Nothing till now, was able to complete my requriements. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The main use case that we were working on was sentiment analysis for which we have used the APIs. Integrating these APIs with existing application was smooth. Also AutoML helped building MLOPs pipeline. ### 5. Developer's Insights on API **Rating:** 5.0/5.0 stars **Reviewed by:** Tanmeet S. | Assistant System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 07, 2023 **What do you like best about Google Cloud Natural Language API?** I have recently worked on the API in a project. The api has all high standards for entity recognition, syntax analysis and many more. The good part is the documentation is very smooth even a newbie can go through it and perform setup very smoothly **What do you dislike about Google Cloud Natural Language API?** I can say that I didnt find anything which I doesnt like in the API. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Text processing is very smooth and accurate ### 6. Google NLP API **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** April 07, 2024 **What do you like best about Google Cloud Natural Language API?** ease of use for new people unfamiliar with NLP or AI features easy integration between other services and excellent customer support if anyone tackles an issue or problem. **What do you dislike about Google Cloud Natural Language API?** a huge number of features may be overwhelming at the beginning. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Text classification and text understanding ### 7. It help to translate any language to any language **Rating:** 4.0/5.0 stars **Reviewed by:** Supriyo M. | Co-Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** January 29, 2024 **What do you like best about Google Cloud Natural Language API?** This api helps to translate language and the api help in webapp development making project for language translation etc **What do you dislike about Google Cloud Natural Language API?** Nothing I like everything in this api... **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It is easy to use user friendly meets requirements of language translation ### 8. Nice API with Efficient Manner **Rating:** 3.5/5.0 stars **Reviewed by:** PENUGONDA A. | Associate Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 12, 2023 **What do you like best about Google Cloud Natural Language API?** Robustness, Efficiency is good and the way it was responding is very much effective in Tech Usage. **What do you dislike about Google Cloud Natural Language API?** Everything is Fine and the API is working perfectly. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It makes the implementations easy to understand the text and makes our day to day life easier. ### 9. Amazing experience while working with the API. Easily integrable in applications **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** January 30, 2024 **What do you like best about Google Cloud Natural Language API?** It is a powerful NLP API. Understands the sentences correctly. It is easy to use in terminal as well as easy to integrate and easy to implemement. It has the best syntactical analysis. **What do you dislike about Google Cloud Natural Language API?** It can become expensive as you use it. Without the free credits it is really expensive for users like students. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It helped me visualise how syntactical analysis takes place in Natural Language processsing. ### 10. Superb and Powerful NLU . **Rating:** 4.5/5.0 stars **Reviewed by:** Lulu B. | Career Coach | Mentor | Interview Preparation Guide, Small-Business (50 or fewer emp.) **Reviewed Date:** December 10, 2023 **What do you like best about Google Cloud Natural Language API?** I really liked the natural language processing features especially language identification, sentimental analysis etc . Can be very easy integrated into all Google cloud tools. **What do you dislike about Google Cloud Natural Language API?** Pricing when considering very hight volume of users. While in market some of the tools of peers are less costly. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Language analysis, sentimental analysis . ### 11. Helpful in handling a huge volume of e-commerce data. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.) **Reviewed Date:** December 17, 2023 **What do you like best about Google Cloud Natural Language API?** Used this api for content classification where I had a huge volume of e-commerce data. It was able to handle that much volume of data. It offers a flexibility in training a custom model based on specific usecases. **What do you dislike about Google Cloud Natural Language API?** The level of customisation is not at the fullest. Other than this overall it's a good api. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I was using this api to analyse the e-commerce industries customer reviews .i used this api to categorise the content (reviews) that i had in huge volume. ### 12. Quick and accurate **Rating:** 5.0/5.0 stars **Reviewed by:** Siva Kumar d. | Visualization & Interaction Science Analyst (Formerly BRIDGEi2i), Small-Business (50 or fewer emp.) **Reviewed Date:** December 12, 2023 **What do you like best about Google Cloud Natural Language API?** Yeah I like it's speed in answering uers queries with full accuracy **What do you dislike about Google Cloud Natural Language API?** As of now Nothing I can say. Will get to know with more usage **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It' s as of now solving the responding time to users queries as well as accuracy ### 13. It was good experience in leaning and exploring new ideas through Google cloud NLP API **Rating:** 5.0/5.0 stars **Reviewed by:** Sanket C. | Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2023 **What do you like best about Google Cloud Natural Language API?** It's documentation and hand written code examples. **What do you dislike about Google Cloud Natural Language API?** I have used the api for my personal project however there's no such thing I have found which makes me dislike this api. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I have used GC NLP for language translation and analysis. ### 14. Survey of G2 **Rating:** 4.5/5.0 stars **Reviewed by:** Praveen K. | Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2023 **What do you like best about Google Cloud Natural Language API?** One of the best API for text analysis. Language translation use full api . Easy to use . **What do you dislike about Google Cloud Natural Language API?** Everything was quit good. So there is nothing dislike google cloud natural language API. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Text analysis and it's beneficial for language translation. ### 15. It was good **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** February 16, 2024 **What do you like best about Google Cloud Natural Language API?** I like how easy it is to use and adds so much of abstraction **What do you dislike about Google Cloud Natural Language API?** I don't like the setup part, that's a little heavy **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It makes my life easier by not having to read long documents and make sense out if it ### 16. My opinion on Google Cloud Natural Language API **Rating:** 3.0/5.0 stars **Reviewed by:** Franck A. | Chef Setion service après-vente , Small-Business (50 or fewer emp.) **Reviewed Date:** November 23, 2023 **What do you like best about Google Cloud Natural Language API?** Integration with other Google Cloud services **What do you dislike about Google Cloud Natural Language API?** Cost Request limits Cloud dependency **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The API supports multiple languages, which I consider to be among the best, providing a better image of our solution to users. ### 17. A Powerful Tool For Natural Language Understanding **Rating:** 5.0/5.0 stars **Reviewed by:** Vishal S. | Unix Linux System Administrator, Enterprise (> 1000 emp.) **Reviewed Date:** July 15, 2023 **What do you like best about Google Cloud Natural Language API?** I like the use of api as it is very well documented and very easy to use. I also like the capital of providing best results such as in language understanding, alalysis, entity recognition. **What do you dislike about Google Cloud Natural Language API?** I dislike about Google Cloud Natural Language API is not 100 percent accurate in sentiment analysis and some time it provide wrong data.I also don't like about this is not support all languages. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** As a developer I am doing code and processing large volume of text in that case Google Cloud Natural Language API is handaling data in a very effective way. It is also solving to secure my data. ### 18. Machine Learning Engineer **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** December 11, 2023 **What do you like best about Google Cloud Natural Language API?** I recently integrated the Google Cloud Natural Language API into our ticketing system, leveraging its powerful capabilities in sentiment analysis and entity recognition. The results have been nothing short of impressive, significantly enhancing the efficiency of our text-based data processing. **What do you dislike about Google Cloud Natural Language API?** As far as I know, we didn't have much of a dislike using it. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It helps us to find sentiment and extract entities in a ticketing system. ### 19. Best for Contact Center TTS Ad-Hoc **Rating:** 4.5/5.0 stars **Reviewed by:** Steve V. | Platform Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 11, 2023 **What do you like best about Google Cloud Natural Language API?** It is easy to connect and the quality of the voices are best in class. Often our clients are now requesting to use the voices from Google over recording their own prompts. **What do you dislike about Google Cloud Natural Language API?** Right now, nothing. They have been on the top of their game for the last few years making IVR prompts crisp and human like. I hope they continue doing what they have been doing to make this product great. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Having a faster deployment for IVR prompts in contact centers for inbound IVR scripts. Rather than paying a human voice to record prompts we can use the Google service. ### 20. Working Perfectly **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.) **Reviewed Date:** December 17, 2023 **What do you like best about Google Cloud Natural Language API?** I have been using to test certain models for my workspace. It was ease of Implementation for development and testing. And I have raised customer Support and quick response **What do you dislike about Google Cloud Natural Language API?** Still Now, whatever i used it is working perfectly. There is no cons **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I have been using for the summarize and rephrase and Ticket Extraction for our ticketing system. ### 21. NLP tool with multiple use-case **Rating:** 4.5/5.0 stars **Reviewed by:** Ramakant S. | Jr. Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** July 17, 2023 **What do you like best about Google Cloud Natural Language API?** You don't need domain expertise to build a model for individual tasks, just need to provide your query/data with the help of easy Python code. Inference was quite fast with good results. **What do you dislike about Google Cloud Natural Language API?** Non-aligned data with pre-trained models was not performing very well and the price bit high for train with AutoML. Limited support available for other languages. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I have used Entity Analysis and Sentiment use cases. I have news articles and we are detecting the location, institute and public figures like politicians, actors etc, also checked the sentiments of paragraphs present in the articles. ### 22. Get insights from text based data using Google's machine learning based text analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 17, 2023 **What do you like best about Google Cloud Natural Language API?** It exposes REST API endpoints which provides entities extraction ,sentiment analysis and classification in a single call. for You can integrate NLP based functionalities in your app by directly integrating their APIs. **What do you dislike about Google Cloud Natural Language API?** Trained model APIs which can do question answering from text based passage is a major missing from this document based NLP products. It will be great if they can expose an API where we provide text as input and a question as an input and it returns matching answer from the provided text. I feel this is missing and can be added. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It provides REST based endpoints which can be consumed in any web or mobile based app on the server side to provide NLP and text analysis features on the frontend side. ### 23. Great for Natural Language Processing **Rating:** 4.5/5.0 stars **Reviewed by:** Punit S. | Cloud Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Google Cloud Natural Language API?** Google Cloud Natural Language API has great capabilities that all developers can leverage for sentiment analysis, classification of content, analysis syntax, etc. **What do you dislike about Google Cloud Natural Language API?** The pricing is a bit on the higher end which makes it difficult for startups that are tight on funds to use Google Cloud Natural Language API to its full potential. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** E-commerce businesses have a requirement to analyze text to understand customer sentiment related to a particular product. Based on positive comments and words, business owners can understand which products are performing well. A few features of Google Cloud Natural Language API which are noteworthy: 1) Seamless integrations 2) Fast performance 3) Reliable results ### 24. The Google Cloud Natural Language API is a powerful tool for analyzing and understanding text. It offers features such as sentiment analysis, entity recognition, and syntax analysis. Users appreciate its accuracy and ease of integration into applications. However, some users mention that the pricing can be a concern for large-scale projects. Overall, it is a highly recommended service for those needing advanced text analysis capabilities. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** May 03, 2023 **What do you like best about Google Cloud Natural Language API?** Something that I like best about Google Cloud Natural Language API is its ability to analyze text and extract insights quickly and accurately. With a Natural Language API, businesses can easily explore large volumes of text data, such as customer feedback, product reviews, or social media posts, to gain valuable insights into customer sentiment, emerging trends, and more. Another great feature of the Natural Language API is its support for multiple languages. With support for over 30 languages, businesses can analyze text data in various languages and gain insights into global markets and customer sentiment. The ease of use of the Natural Language API is another feature that people appreciate. With its user-friendly interface, businesses can easily integrate the Natural Language API into their existing workflows, without requiring extensive technical expertise. The Natural Language API also offers a range of features to help businesses analyze text data more effectively. These include content recognition, sentiment analysis, and syntax analysis, among others. With these features, businesses can quickly and accurately extract insights from text data, without spending hours manually analyzing each piece of data. Another advantage of the Natural Language API is its scalability. Businesses can use the Natural Language API to analyze small datasets or scale up to analyze millions of pieces of text data. This scalability allows businesses to adapt to changing needs and analyze data more efficiently. Overall, the Google Cloud Natural Language API is a powerful tool for businesses looking to gain insights from text data. Its accuracy, support for multiple languages, ease of use, and scalability are just some of the benefits that users appreciate. **What do you dislike about Google Cloud Natural Language API?** One normal objection I have is the expense of utilizing the Natural Language API. While Google Cloud offers a free plan, organizations with larger volumes of text data may find the cost of using the Natural Language API to be prohibitive, especially when compared to other similar services. Another limitation of the Natural Language API is its accuracy. While the Natural Language API is generally very accurate in its text analysis, it may not always produce perfect results, especially when dealing with more complex text data or nuanced language. In some cases, users may need to manually review the results produced by the Natural Language API to ensure that they are accurate and useful. Another potential downside of the Natural Language API is its limited customization options. While the API provides a range of features and settings that users can adjust to their needs, some users may find that they cannot customize the API as much as they would like. Finally, some users may find the learning curve for the Natural Language API to be steep, especially if they are not familiar with AI or data analysis. While the API is designed to be user-friendly, some users may need additional support or training to make the most of the API. Overall, while the Google Cloud Natural Language API has many strengths, users may find its cost, accuracy, customization options, and learning curve to be potential drawbacks. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Google Cloud Natural Language API is addressing various issues for businesses and individuals who need to analyze large volumes of text data quickly and accurately. One of the key issues that the Natural Language API is addressing is the challenge of manual text analysis. Before the advent of the Natural Language API, businesses and individuals had to manually read and analyze text data, which could take hours or even days. With a Natural Language API, businesses can analyze text data quickly and accurately, saving time and resources for other important tasks. Another issue that the Natural Language API is addressing is the challenge of multilingual text analysis. With support for more than 30 languages, the Natural Language API allows businesses to analyze text data in various languages, providing valuable insights into global markets and customer sentiments. The Natural Language API is also helping businesses better understand their customers. By analyzing customer feedback, product reviews, and social media posts, businesses can gain valuable insights about customer sentiments, emerging trends, and more. This information can be used to inform product development, marketing campaigns, and other important business decisions. Finally, the Natural Language API is helping businesses scale their text analysis capabilities. With the ability to analyze large volumes of text data quickly and accurately, businesses can process more data in less time, making it easier to adapt to changing market conditions and customer needs. Overall, the Google Cloud Natural Language API is helping businesses and individuals by saving time and resources, providing valuable insights into customer sentiment and emerging trends, and helping businesses scale their text analysis capabilities. ### 25. A great API for users to apply NLU(natural language understanding) to their applications **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 20, 2023 **What do you like best about Google Cloud Natural Language API?** It is a very handy and simple API to integrate and use. I loved how I was able to use the sentiment analysis feature easily in my application using this API. **What do you dislike about Google Cloud Natural Language API?** It was overall a great API to use but I think that maybe we can do something to make it more faster. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It is helping a lot of users if they are tackling with problems like sentiment analayis, syntax analysis etc. Using this API, it gets a lot easier for user to integrate features like these in their applications. ### 26. Experience in google cloud natural language API **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** December 11, 2023 **What do you like best about Google Cloud Natural Language API?** The productivity that it provides was very excellent **What do you dislike about Google Cloud Natural Language API?** Everything was pretty good so I don't think i have any dislike about it **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Translation between two languages and text analysis ### 27. Google's Supreme NLP Machine **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 17, 2023 **What do you like best about Google Cloud Natural Language API?** Its for sure a market leader in this aspect. The API is fast and easy to use, while the overall experience in identifying sentiments is accurate and on-point. Recommended! **What do you dislike about Google Cloud Natural Language API?** Personally I've had to do a lot of data cleaning for minor things that could have been handled better from their APIs end fot a better experience. Naturally the resources used will be proportional to the datasize though **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We use this to understand overall customer review sentiment, market analysis. As well as an attempt to feed better information to our internal customer success tools. ### 28. Empower your text analysis with google cloud natural language API **Rating:** 4.0/5.0 stars **Reviewed by:** A. C. | Software Engineer Internship, Small-Business (50 or fewer emp.) **Reviewed Date:** June 05, 2023 **What do you like best about Google Cloud Natural Language API?** There are several best things about Google cloud natural language API, it's very easy to use and it has some advance features like sentiment analysis, entity recognition. **What do you dislike about Google Cloud Natural Language API?** As an language model, it has some drawbacks, this tool support only one language that is english. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Google cloud natural language API solving some common problem that business and organization face. With the help of machine learning, this API can effectively identify extract sentiment accurate. ### 29. AI Translator **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** May 16, 2023 **What do you like best about Google Cloud Natural Language API?** With it, you can identify the user context, the object, and the subject of a statement. **What do you dislike about Google Cloud Natural Language API?** If we use all Google services, this is seamless integration that Google provides, but when Amazon's services are used, the integration might be a problem. Amazon's services definitely work, but not at the same level of seamless integration that Google provides. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** By converting tweets or spoken language patterns into text, I am analyzing them using Google's Natural Language Processing. ### 30. Very well trained model. **Rating:** 4.0/5.0 stars **Reviewed by:** Diego R. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 31, 2023 **What do you like best about Google Cloud Natural Language API?** This is if not mistake the best trained model for natural language. **What do you dislike about Google Cloud Natural Language API?** Well complication and cost to use the tools **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Sentimental analysis. ### 31. Google cloud Natural language **Rating:** 4.5/5.0 stars **Reviewed by:** Sujit K. | Enterprise (> 1000 emp.) **Reviewed Date:** July 18, 2023 **What do you like best about Google Cloud Natural Language API?** Google api help me to understand the concept quite comfortable and resolve the issue quickly to interact dashboard. **What do you dislike about Google Cloud Natural Language API?** Frequency of update is far less it should provide on daily cycle. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Best solutions provide for particular subject. ### 32. Unique end user capability **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** July 11, 2023 **What do you like best about Google Cloud Natural Language API?** The platform is reasonably cost-effective and provides multilingual data analysis for 11 languages. **What do you dislike about Google Cloud Natural Language API?** It only provides overall sentiment and entity sentiment analysis and has a much slower processing time than competitors. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Research and Development ### 33. NLP Google **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** August 30, 2023 **What do you like best about Google Cloud Natural Language API?** Accuracy is very very good. I am familiar with other, older tools and tech and this is eye-opening. **What do you dislike about Google Cloud Natural Language API?** Sometimes seems a little slow, but the increased accruacy is worth it. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Exploring it to help understand and accurately summarize audio transcriptions to help route defects. ### 34. NLP Models made easy **Rating:** 5.0/5.0 stars **Reviewed by:** David M. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 25, 2023 **What do you like best about Google Cloud Natural Language API?** I love how easy and straightforward this tool makes making NLP models **What do you dislike about Google Cloud Natural Language API?** I think they can improve on the ease of the API integration maybe better documentation on it. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** translating complex document since we are a wordwide company ### 35. User friendly interface and easy integrations **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 11, 2023 **What do you like best about Google Cloud Natural Language API?** Google Cloud Natural Language API make it easy to use the power of natural language processing capabilities without more tech complexity. **What do you dislike about Google Cloud Natural Language API?** Maybe language support for analytics, it may find difficulty to provide accuracy in complex situations. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It helps me give sentiment analysis, it helps categorize verbatim based on various custom fields. ### 36. BEWARE OF PRICING. **Rating:** 0.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 20, 2019 **What do you like best about Google Cloud Natural Language API?** The classifications are extremely accurate and the premise behind the service is exciting. I would love this service if not for the absurd pricing. **What do you dislike about Google Cloud Natural Language API?** The pricing is a complete ripoff. They allow you to submit HTML-based content to be classified, so naturally one would want to submit a webpage to be classified. Unfortunately, the pricing works as follows: It's ≈ $2 per 1M unicode characters. An average webpage can easily stretch into the hundreds of thousands of unicode characters. Most of that is junk that you can strip out on your own, like css and html tags. But they apparently don't strip this out, as they let me blow through $500 worth of credits by classifying a few hundred webpages. For reference, this is about as expensive as getting a human to do that work. You could probably pay a human $10 / hour to classify webpages for you, and they could probably get through at least 60 web pages an hour. So ≈ $1 / 6 web pages. W/ google it's $1 for 5-10 web pages, since each webpage is hundreds of thousands of unicode characters. It's an *api call*, the marginal cost here is extremely low and there is a completely obvious solution here, which is to STRIP OUT HTML TAGS. You can do this in a few lines of python code. It would be nice if: 1/ they sent you actual billing alerts to let you know that you are quickly running through credits, and 2/ if they didn't count obvious 'junk' characters towards your billing. **Recommendations to others considering Google Cloud Natural Language API:** Be careful of billing and carefully strip out all html/code from any webpage you want classified. Really sad that google is willing to nickel and dime you over something with extremely low marginal cost to them. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Trying to understand the content classification of a set of web pages. ### 37. Amazing NLP based comprehension **Rating:** 4.5/5.0 stars **Reviewed by:** Manish S. | Software Developer, Enterprise (> 1000 emp.) **Reviewed Date:** December 28, 2018 **What do you like best about Google Cloud Natural Language API?** This is one of the best implementations of Google's amazing NLP capability. This platform gives a direct REST API based interfacing with one of the world's best Natural Language Processing Engine. It is so good at understanding the user contexts, extract our their intent, the objects, and subject out of a statement. **What do you dislike about Google Cloud Natural Language API?** Being honest, this is google's seamless integration if we use all google service, but the integration might be an issue when Amazon's services are used. Certainly that works too but not that seamlessly. **Recommendations to others considering Google Cloud Natural Language API:** Make sure before using it that which framework and other things you wanna work with or not. If Google's platform and services are to be used then only go for it. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I am using this Cloud NLP engine to convert the tweets or spoken language patterns firstly into text via speech to text and then trying to analyze it using Google's NLP response. ### 38. Great NLP API **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** December 24, 2018 **What do you like best about Google Cloud Natural Language API?** I really like the fact how it easy this platform makes the entire process of natural language processing. Google has their own ahead trained model which we can access to implement NLP across our applications. This idea is just awesome. I really like their simple REST API based access. **What do you dislike about Google Cloud Natural Language API?** I think this can be misused to invasively extract information from any data in bulk, but that's not the drawback of the api its the user's fault. Anything can be used in right or a wrong way! **Recommendations to others considering Google Cloud Natural Language API:** If you have used google assistant in your home devices or phone then you already know, how good google is at Natural Language Processing. Trust me its equally good and can be very useful for extracting context out of user inputs. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I am using it to process user's voice-based inputs and then converting it to text and sending it to google NLP engine for information extraction in order to understand the context and user's intent. ### 39. Useful for intepreting client data **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** January 10, 2019 **What do you like best about Google Cloud Natural Language API?** Its interesting to have an article broken down when you want to decipher your target demographic or hidden key words to use that can be pulled in focus. It is not necessary for our line of work at my company but it is absolutely interesting and for analytical purposes very useful **What do you dislike about Google Cloud Natural Language API?** You have to highlight or input the sentences you want to examine it doesn't necessarily pick them up from an article. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** For analytical research I am able to target a specific demographic for our product. I can see who and what it benefits or draws attention to. This takes a lot of the additional research that you would use without this product out of the equation making it quick and beneficial. ### 40. Still a bit difficult, but solid experience for practical usage **Rating:** 3.5/5.0 stars **Reviewed by:** Jose M. | Management Consultant, Management Consulting, Small-Business (50 or fewer emp.) **Reviewed Date:** December 13, 2018 **What do you like best about Google Cloud Natural Language API?** The accessibility to command usable in Python **What do you dislike about Google Cloud Natural Language API?** The lack of information about all parameters **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Analysis of written reports for clients. I can structure the analysis of non structured data in a very consistent way and with enough flexibility to explain things to my clients. ### 41. 2 hours **Rating:** 3.5/5.0 stars **Reviewed by:** Glenn K. | Art school temp, Small-Business (50 or fewer emp.) **Reviewed Date:** January 04, 2019 **What do you like best about Google Cloud Natural Language API?** It worked as advertised. Had to have a young intern help me a little bit I’m middle aged.!Overall I would recommend it. **What do you dislike about Google Cloud Natural Language API?** It would be a little hard for older people to get the hang of. Also people with motor limitation might have problems with the software. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It may be difficult to wisely use for neophytes and senior workers who may be too old for new tricks... ### 42. Google Cloud Natural Language APIs **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** September 29, 2018 **What do you like best about Google Cloud Natural Language API?** Google Cloud had a wide array of APIs available for use. They're very flexible, and their prices are very competitive- you only pay for what you need. It is also very easy to start using their products. Their documentation is detailed, and included code samples for multiple languages. **What do you dislike about Google Cloud Natural Language API?** Google Cloud Natural Language works best in English. It doesn't have the best support for other languages. Additionally, it can be tripped up by sarcasm or text speak, though it is improving. **Recommendations to others considering Google Cloud Natural Language API:** If you already use other Google Cloud products, it will not be difficult to start using Google Cloud Natural Language. The documentation is very detailed, and Google provided considerable support. Google also provides a lot of support if you are switching from another product. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Google Cloud Natural Language allows us to analyze large amounts of reviews to see how people feel about certain things, as opposed to having someone manually comb through everything. It also lets us see what people talk about more to see what people care about more and what people don't care about. ### 43. google cloud pros and cons **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in E-Learning | Small-Business (50 or fewer emp.) **Reviewed Date:** January 04, 2019 **What do you like best about Google Cloud Natural Language API?** it is a very well established program with unique end user capability it is suited to personal small business and has easy to use instructions for even the less computer savvy users **What do you dislike about Google Cloud Natural Language API?** it is a bit pricey but in the end it is worth it,considering the ease of use and wide variety of uses **Recommendations to others considering Google Cloud Natural Language API:** it is very easy to use and has a wide variety of possible applications **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** we use it for our secure data.i.e customer contact info and billing ### 44. Easiest NLP solution **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** January 10, 2019 **What do you like best about Google Cloud Natural Language API?** We tried other natural language tools and google is by far the cleanest and best for us. Way ahead of others today **What do you dislike about Google Cloud Natural Language API?** If On AWS for other tools, hard to get integrated quickly. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We needed easy speech tool for customer support phone tree. This was quickest for our consultants to use ### 45. Awesome pre-build API to relief developers **Rating:** 4.0/5.0 stars **Reviewed by:** Muhammmad A. | DT Executive, Enterprise (> 1000 emp.) **Reviewed Date:** December 12, 2018 **What do you like best about Google Cloud Natural Language API?** reduction in coding for developers and accuracy **What do you dislike about Google Cloud Natural Language API?** still developers need to code which might be a potential improvement area **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** we are translating reviews from customers and sentiments ### 46. Good program- could use some work **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** January 10, 2019 **What do you like best about Google Cloud Natural Language API?** Use to customize labels using your own training data **What do you dislike about Google Cloud Natural Language API?** No spelling correction or text extraction avaliable **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Analyze text using ML to extract relevant entities, understand the overall sentiment, identify parts of speech and create dependency ### 47. Great NLP engine **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** September 20, 2018 **What do you like best about Google Cloud Natural Language API?** I thought that the entity detection and sentiment analysis far out-performed the other Natural Language providers. **What do you dislike about Google Cloud Natural Language API?** I don't like how it functions as a black box; it would be nice to be able to get some insight as to how sentiment or salience scores are arrived at. **Recommendations to others considering Google Cloud Natural Language API:** Try it out! **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I am trying to make a conversational AI. Google Cloud Natural Language gives a great starting point for what's currently state-of-the-art. ### 48. Very accurate text analysis and insightful data **Rating:** 4.0/5.0 stars **Reviewed by:** Ashley B. | Director of Public Policy, Public Policy, Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2018 **What do you like best about Google Cloud Natural Language API?** Integrates with Google documents. The relationship graphs are great, but you have to have a lot of data to really benefit from them. Allows you to categorize documents. Great for insight into what content is being published. **What do you dislike about Google Cloud Natural Language API?** Difficult to teach to new users. Also, really requires a lot of data to get the full benefit. **Recommendations to others considering Google Cloud Natural Language API:** Great for those in the fields of data science and/or communications. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Text analysis via machine learning models. It analyzes text from articles and blog posts for information about people/contacts, events, and locations. Also analyzes social media posts. - [View Google Cloud Natural Language API pricing details and edition comparison](https://www.g2.com/products/google-cloud-natural-language-api/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-17+01%3A12%3A15+-0500&secure%5Bsession_id%5D=3663c22e-6616-4993-bfcd-ff579d0e4f09&secure%5Btoken%5D=414d1157370e5b2c7ea78f04986a5501d35b822721be9197561a5c0ad1949c55&format=llm_user) ## Google Cloud Natural Language API Features **Algorithm** - Part of Speech Tagging - Summarization - Named Entity Recognition - Sentiment Analysis - Emotion Detection - Language Detection **Setup** - Integration - Maintenance - No-Code **System** - Data Ingestion & Wrangling - Programming Language Support - Drag and Drop - Pre-Built Algorithms - Customizable Models **Data** - Security - Data Visualization **Analysis** - Automation - Named entity recognition - Keyphrase Extraction - Topic Analysis - Sentiment Analysis - Language Identification - Syntax/Part of Speech Parsing **Customization** - Pre-Built Parameterization - Custom Extension - Compositionality **Generative AI** - AI Text Generation - AI Text Summarization ## Top Google Cloud Natural Language API Alternatives - [Amazon Comprehend](https://www.g2.com/products/amazon-comprehend/reviews) - 4.3/5.0 (82 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - 4.6/5.0 (494 reviews) - [Microsoft Text Analytics API](https://www.g2.com/products/microsoft-text-analytics-api/reviews) - 4.4/5.0 (12 reviews)