# 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 praise the **database integration capabilities** of Google Cloud Natural Language API, enabling informed decisions in healthcare services. (1 reviews) - Users value the **database upload capability** of Google Cloud Natural Language API, enhancing decision-making in healthcare services. (1 reviews) - Users praise the **upload capabilities** of Google Cloud Natural Language API, enhancing decision-making with large datasets in healthcare. (1 reviews) **What users dislike:** - Users find the API **not user-friendly** , often struggling to understand and effectively utilize its features. (1 reviews) ## Google Cloud Natural Language API Reviews ### 1. Evolving AI Software That’s Becoming Incredibly Helpful **Rating:** 5.0/5.0 stars **Reviewed by:** Lisa S. | Clinical MA, Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Google Cloud Natural Language API?** The software for the AI is evolving and becoming so helpful **What do you dislike about Google Cloud Natural Language API?** The support could use alittle assistance **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 ### 2. Easy to Implement and Accurate **Rating:** 3.0/5.0 stars **Reviewed by:** Debjyoti S. | Lead Data Scientist, Consulting, Enterprise (> 1000 emp.) **Reviewed Date:** January 16, 2024 **What do you like best about Google Cloud Natural Language API?** The Orchestration of Conversation Flow is easier to implement and also the accuracy with less training data is a plus. **What do you dislike about Google Cloud Natural Language API?** The pricing is bit on a higher side for custom models. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It provides natural language understanding technologies, such as sentiment analysis, named entity recognition, and other text annotations to developers. ### 3. Various machine learning to n number of peopleople **Rating:** 5.0/5.0 stars **Reviewed by:** CA. Dishi T. | Area Credit Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 29, 2025 **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 **What do you dislike about Google Cloud Natural Language API?** Sometime it is hard to understand and use **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 ### 4. Non-naive Simplification of the ML Inference Pipeline on GCP using Vertex AI **Rating:** 3.0/5.0 stars **Reviewed by:** Bestman E. | Machine Learning Engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** April 25, 2024 **What do you like best about Google Cloud Natural Language API?** The most helpful aspects of using GCP NLP API are the integrated UI/environment and simplified design. The key features are prominent to locate while the categories of each feature application are well sorted in a hierarchy of importance. Implementing NLP is straightforward but requires lengthy lines of code when using other APIs external to the GCP. Customer Support is efficient due to frequent use. However, the technical skill of each customer service agent significantly varies from my experience. I observed varied levels of technical understanding of the GCP among the staff which I could describe as degraded due to my last encounter. I periodically use the GCP especially for training/ research but not in production at the moment because I also use the AWS platform which is better simplified in my opinion but the GCP is more cost-efficient. The Vertex AI platform is robust and integrates well with other ML cloud providers and major data warehouses. **What do you dislike about Google Cloud Natural Language API?** The downside of GCP NLP API is the over-population of the applications in each feature category and the low throughput and network latency for users outside the USA with particular reference to Nigeria, and Africa at large. It is difficult to optimise the ML application due to delayed inference time which would have implications for multi-threaded ML pipeline applications. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** GCP NLP API has many use cases. It is robust for me to try out new and creative ideas/experiments in my data science and ML fields/research. I mostly use it for my personal business and academic experiments. In my recent instances of usage, it was for determining how potential customers' demand for a service changes with seasonalities, location, and availability of support. It is also suitable in my opinion for feature selection during the development of an Explainable Artificial Intelligence product/project as it helps me to prioritise/analyse feature vectors with high signal/predictive qualities for a product that would influence high sales. Overall, I am positive about it because GCP NLP is still in its infant stage of development and would require more iterations to make it user-friendly. ### 5. Personal Opinion/Experience with Google Cloud Natural API **Rating:** 4.5/5.0 stars **Reviewed by:** Sameeksh T. | Microsoft Learn Student Ambassador, Small-Business (50 or fewer emp.) **Reviewed Date:** March 13, 2024 **What do you like best about Google Cloud Natural Language API?** Recently I was working on a project named "Sentiment Analysis" in integration with Google Cloud Natural Language API. When I used it to analyze text data for my "Sentiment Analysis" project, it did an excellent job correctly identifying whether the sentiment was positive, negative, or neutral. Also what I liked the most is the documentation itself, allowing me to get up and run quickly. Additionally the multilingual support feature was a nice bonus that could come in handy for future text analysis needs. Overall I had a good experince with Google Cloud's Natural Langauage API, and planning to further use it in other upcoming projects as well. **What do you dislike about Google Cloud Natural Language API?** As of now I do have a good experience using the Google Cloud Natural Language API, but I think it would be nice if offers a more affordable flat-rate pricing tier for individual developers or smaller use cases. Other than the pricing I enjoyed well using this Natural Language API by Google Cloud. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** As I have previously mentioned that how this API comes out to be benificial to me for my "Sentiment Analysis" project, so instead of having to manually read and interpret each text data, the API automated this time consuming process and helped me to determine if the sentiment was positive, negative, neutral, or mixed. If I would'nt had came across the Google's Natural Langauge API, I would have to to find, evaluate, and implement multiple separate NLP tools and models. So overall it helped me a lot in my "Sentimental Analysis" project. ### 6. Experience with Google Cloud Natural Language API **Rating:** 4.5/5.0 stars **Reviewed by:** Anish R. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 15, 2024 **What do you like best about Google Cloud Natural Language API?** Google cloud provides it own pretrained model for NLP related tasks. A ready to use API, what else do you need! You can use the pretrained model as an API, or you can train your custom model too based on your needs. **What do you dislike about Google Cloud Natural Language API?** The models are excellent and suits all my needs. I havent found any dislikes as such yet **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I have used context analysis to read documents before using this API, and it has been able to identify numbers, headings, and every context I'd like it to identify. It can also be paired with other pretrained models like Vision API and now you can perform OCR with it! It really has a good use, and the integration with Google Cloud and its other pretrained models helps a lot. ### 7. Google cloud platforms reviews **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** April 20, 2024 **What do you like best about Google Cloud Natural Language API?** Google cloud team providing each every ready mate softwares applications tools and platforms for cloud computing cloud engineering technology for developers. That is that one thing I like about Google Cloud Platforms. Google Cloud Natural Language API has its own advantages for me as developing AI tools and sites. This API has helping in empowering as and analyzing content i ln a better way like speech and text conversions. Machine learning algorithmsbl can give better understanding and analysis of websites contents. Linguistic enhancement. To generate content in various languagess. Content text analysis and improvements with the help of Google cloud NLP. **What do you dislike about Google Cloud Natural Language API?** Nothing as per m ly experience and knowledge.. As it has very limited uses for particular projects only. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** For us for solving and improving content text analysis by NLP and NLU technology. ### 8. Tapping into Words: An Examination of Google Cloud's Language Understanding Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Anant s. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 11, 2024 **What do you like best about Google Cloud Natural Language API?** What I enjoy most about the­ Google Cloud Natural Language API is its strong and flexible­ skills in precisely examining and compre­hending language, providing capabilities like­ sentiment examination, e­ntity recognition, and language identification with re­markable correctness and quickne­ss. **What do you dislike about Google Cloud Natural Language API?** One possible­ downside of using Google Cloud Natural Language API is its pricing mode­l, which could get costly for huge volumes of use­ or constant utilization, particularly for companies with financial limits or unpredictable patte­rns of how often it's used. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The Google­ Cloud Natural Language API helps with understanding human language­ (NLU) by giving strong text analysis skills, like fee­ling analysis, entity recognition, and syntax analysis. This helps use­rs by letting them find meaningful de­tails from text information without a fixed form, automate jobs like­ putting content into groups and tracking feelings, and improve­ the total understanding of written conte­nt in different apps, from analyzing customer comme­nts to checking content. ### 9. Review of Cloud Natural Language API **Rating:** 5.0/5.0 stars **Reviewed by:** Badal O. | Member of Technical Staff, Mid-Market (51-1000 emp.) **Reviewed Date:** March 28, 2024 **What do you like best about Google Cloud Natural Language API?** I have worked on a project in which we are using it for sentiment analysis, e­ntity recognition and language identification. It work very good for many regional indian languages, and able to get its sentiment for it. we can also use it as a translator. **What do you dislike about Google Cloud Natural Language API?** I have not find any downside of it, yes there are room for improvement. Customer supprot is average, and the documentation can be improved. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** we are using it for sentiment analysis, entity recognition and language identification on large amount of data with high accuracy, which helps to save time. ### 10. Quick and precise answer from the API **Rating:** 4.0/5.0 stars **Reviewed by:** Atmanand G. | Cloud Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2024 **What do you like best about Google Cloud Natural Language API?** Enabling the API is very easy and obviously giving access to specific people in team. Next talking about the product specifically, then yes, its fast, the replies are generated and sent very quickly. Secondly the asnwers are precise to great probabiliyt, most of the time, or almost every time the conversion of Speech to text or other speech processing is very precise and upto the mark. **What do you dislike about Google Cloud Natural Language API?** Compared to other alternatives in the market, i wouldnt say anyting specifically ther is to dislike about this product at all. Only one thing i found lagging with any service is that, how cool it will be to have this service you in offline mode, when there is cut off from the outside world in certain situations and applications for a while. Other than that, there is nothing which comes to my mind as of now. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** My basic applicatoin was to understand the commands given by a user and find the best meaning of that input, to execute the respective task. ### 11. An overview of NLP API **Rating:** 4.5/5.0 stars **Reviewed by:** Abhiraj B. | Cultural Co-Head , Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2024 **What do you like best about Google Cloud Natural Language API?** It is a seamless tool with minimal delay and it also supports multiple languages, which was a very attractive feature for me. **What do you dislike about Google Cloud Natural Language API?** Although having it's fair share of advantages, the model cannot be tuned further towards any specific or personal use and also it is hard to integrate with other models. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It serves a quck way to identify and break down a given language into its very basics as to the elemental level of the language it helped me in understanding similarities and differences between the structure of 2 languages (for me Bengali and English) being a bilingual person this was an interesting fact to learn about the same. ### 12. A very good NLP automation tool **Rating:** 4.0/5.0 stars **Reviewed by:** Walid A. | Business Intelligence Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 26, 2024 **What do you like best about Google Cloud Natural Language API?** Its very good to automate context understanding and syntax understanding as well. And it perfectly integrates with the Google Cloud Stack of Services, which makes it an even more compelling service **What do you dislike about Google Cloud Natural Language API?** Sometimes, I do feel like it needs a bit more training and more context window to have a better clear understanding of the sentences **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It solves problems such as reviews analysis, that many businesses need to automate. ### 13. Pay and use without hassle of training **Rating:** 4.0/5.0 stars **Reviewed by:** Saif A. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 17, 2024 **What do you like best about Google Cloud Natural Language API?** Features and accuracy of model, there are a lot of pre-trained models out there but not all have extensive features with accuracy. Entity and sentiment analysis etc, can widely be used in different industries i.e. entertainment, detections systems etc. If you start from scratch then you need to spend months and years to collect, manipulate and extract data along with the research for such great accuracy so yea its a likeable API. **What do you dislike about Google Cloud Natural Language API?** Pricing is little bit higher in my opninion. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We were building recommendation system for which we need entity, moderation and sentiments analysis etc. So used this API to avoid all the fuss of training by our own. ### 14. I have used Google cloud natural language API for couple of months & I found it very useful. **Rating:** 4.5/5.0 stars **Reviewed by:** Kamran S. | Staffing and Recruiting, Mid-Market (51-1000 emp.) **Reviewed Date:** January 30, 2024 **What do you like best about Google Cloud Natural Language API?** It's sentiments detection feature is the most powerful thing for us. We use Google Cloud Natural Language API to conclude the overall reviews data of our company given by many users by using it's sentiments detection features. Additionally, we found integration is very smooth with our product of Google cloud NL API. **What do you dislike about Google Cloud Natural Language API?** Based upon my use cases I could not find any cons of Google Cloud Natural. language API although there is a room of improvements in terms of training a model when we don't have too much date. It requires too much data to train a model and I think this is something that Google can improve in this API. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** In our organization, we use Google NL API to conclude the reviews of our company available on Google. It gives us the lot on insight about rewiers behaviours and sentiments. ### 15. All about Google Cloud Natural Language API **Rating:** 4.5/5.0 stars **Reviewed by:** Utkarsh K. | Programming Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** February 01, 2024 **What do you like best about Google Cloud Natural Language API?** Simple to use and offers technology for natural language understanding by using syntactic analysis to uncover the structure and meaning of text through hundreds of pretrained classifications. In chatbot, it interprets and analyses natural language exchanges with customers. Its pretrained models, which require no training data, come in very handy for me when I need to make predictions but have limited data. Pricing is absolutely fine it has various categories in which you can save your cost. **What do you dislike about Google Cloud Natural Language API?** The lack of model accessibility and inflexibility, in my opinion, had an impact on the outcome because most activities in the real world likely call for more specialised solutions than what the standardised natural language API functions can offer. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I am exploring these services with ease of use. Text categorization, Sentiment analysis, entity analysis, syntax analysis, and entity sentiment analysis ### 16. Why to use Google cloud Natural Language API **Rating:** 4.5/5.0 stars **Reviewed by:** Pritam K. | Senior Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 30, 2024 **What do you like best about Google Cloud Natural Language API?** * It's a very Convenient solution for solving complex problems which was earlier very tedious and time taking. * Text recognition and analysis is the prime feature of Google cloud Natural Language api **What do you dislike about Google Cloud Natural Language API?** * Very less flexibility is the prime problem for the of Google cloud Natural Language API. * Missing Data model is also a very big issue in Google cloud Natural Language API. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Earlier text recognition and speech conversion were very tedious and time taking process, after Google cloud Natural Language API this has become very easy and convenient. ### 17. Google NLP API Review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 02, 2024 **What do you like best about Google Cloud Natural Language API?** Google and developers is now being all rounder for every advanced technology now has all products and tools for AI, machine learning and NLP which are proven to be great and amazing help for developers working on Machine learning and AI technology advancement. With that the most amazing and best features for this particular tool wirh the my experience would be as follows- easy to integrate NLP APIs, pre-built promts for AI amd machine learning, text machine learning etc. **What do you dislike about Google Cloud Natural Language API?** There is nothing as such dislikes or downside your asking easy to use and great Google developers cummnity help. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Business problems helping in would be like AI and machine learning projects and NLP projects. ### 18. Based upon my 5 months of experience with Google Cloud NL API, I must say it's a perfect tool. **Rating:** 4.0/5.0 stars **Reviewed by:** Mo Irshad A. | Senior Recruiter, Staffing and Recruiting, Mid-Market (51-1000 emp.) **Reviewed Date:** January 30, 2024 **What do you like best about Google Cloud Natural Language API?** One of the best feature of Google Cloud API is it's accuracy/power to translate source text into desired language without loosing the emotions of source text which is much better than Microsoft Translater. **What do you dislike about Google Cloud Natural Language API?** In my overall 5 months of experience with Google Cloud natural language API, I did not find any negative thing in that Google has provided almost every tools which are very helpful for user/developers although I would say there is a slight room of enhancement in the implementation part. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We have several social media influencee as our client and we use Google Cloud Natural language API's text analysis feature to understand the sentiments of influenecer's audience by analysing the comments of thousands of infuenser's followers and we provide that analysed comment's data to influencers. ### 19. One of the best tool that made by Google **Rating:** 4.5/5.0 stars **Reviewed by:** Sumanth S. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** December 07, 2023 **What do you like best about Google Cloud Natural Language API?** It is so much accurate feels like wow, when I use it it will give the best optimised output without much integration issues. As I am using this from last three months. I don't have any complaint , and other appritiating thing is that google is updating this frequently and after every update we will get some awsome features. **What do you dislike about Google Cloud Natural Language API?** For businesses this tool becomes costly however it is having free tier at the beginning , but in the later stage it will become costly that is the only concern , and other thing is that we can find only limited documentation for custom models, So this makes life little harder in this case. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I'm developing a product in a business, and I use this tool to integrating it with my product, integration was easy, also it is having good pre trained models that reduces so much effort of an developer. Not sure how it behaves when we productionize it, since the product still in development stage. But all are good. ### 20. Longer duration & Better Results **Rating:** 5.0/5.0 stars **Reviewed by:** Surabh S. | Intern, Mid-Market (51-1000 emp.) **Reviewed Date:** March 02, 2024 **What do you like best about Google Cloud Natural Language API?** Process to generate and use is very easy. It has been used multiple times and the features are excellent. It is easily integrated and implemented using python on any IDE. Its Google so the customer support is A1. **What do you dislike about Google Cloud Natural Language API?** The more it reaches to everyone specially students it might help many researchers. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Adding multiple languages and their vocabulary. Helps to translate multiple different text form ancient history for study and research. ### 21. Fast and Seamless API for Document Text Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Varun Ganjigunte P. | Computer Vision Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 13, 2024 **What do you like best about Google Cloud Natural Language API?** The Google Cloud natural Language API provides a fast and seamless way of analysing large documents via REST APIs. I have found it very convenient for getting named entities and performing sentiment analysis on long PDF documents. **What do you dislike about Google Cloud Natural Language API?** Python API support is not available. It would be graet if many other language capabiliteis apart from English are added for multi-lingual document analysis. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The API is fast and allows fast integration with existing web applications via REST API. Our team uses to perform sentiment analysis and extracting custom named entities from long PDF documents. ### 22. Scalable machine learning instances with Google Cloud Natural Language API **Rating:** 5.0/5.0 stars **Reviewed by:** Nicolas F. | CEO, Sports, Small-Business (50 or fewer emp.) **Reviewed Date:** January 22, 2024 **What do you like best about Google Cloud Natural Language API?** First of all, we were amazed at the company, how easy it was to upload ans store our datasets via Google Cloud Natural Language API. The interface provides optimal control and best of all, the multiple language pairs support make it sodynamic and reliable. **What do you dislike about Google Cloud Natural Language API?** Two words: learning curve. Unless your have trained engineers, you might not make optimal use of all the features and configure the parameters properly. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Google Cloud Natural Language API enables us to analyze and interprete terabytes of data, while maintaining accuracy. ### 23. Super great experience using Google cloud natural language API **Rating:** 4.5/5.0 stars **Reviewed by:** Amogo S. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 30, 2024 **What do you like best about Google Cloud Natural Language API?** I like it's language comprehension and super great analysis of Sentiment. **What do you dislike about Google Cloud Natural Language API?** It took the job of language translators but innovation of detructuring that what the API does **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It is solving the problem of language comprehension ### 24. sentimental analysis is an awesome class **Rating:** 3.5/5.0 stars **Reviewed by:** Shivam K. | software developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 10, 2024 **What do you like best about Google Cloud Natural Language API?** spam,ham and ner are some of the sentimenatal sentence which give the accurate results **What do you dislike about Google Cloud Natural Language API?** present results are baised by previous results and their inputs **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The main motto is to help our company to filter the questions triggered in our community tabs by cateogory ### 25. Shortcut **Rating:** 4.5/5.0 stars **Reviewed by:** Rohith M. | Full Stack Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 13, 2023 **What do you like best about Google Cloud Natural Language API?** I used the GCNL API for my project where i had to summarize, categorize and analyze the data. it has done 50% of my job just using this one. it is good when you know what you are working with. and the implimentation is so simple, dont need to write hard code or anything. i dont know mucvh about theCustomer Support, i was just looking for an alternative and found this. i have used this API for almost 1 year from now. **What do you dislike about Google Cloud Natural Language API?** the integration is cool but the only downside i faced (more like a hard wat) is that, i couldn't get a satifactory result when using my regional language, extaction and detection are working fine, but for the analysis i had to use something else **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** analyzing the data, summarising it... i had only used these in GCNL API. ### 26. NLP API **Rating:** 5.0/5.0 stars **Reviewed by:** Abhishek P. | Artificial Intelligence Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** February 16, 2024 **What do you like best about Google Cloud Natural Language API?** This google cloud help us for various task like sentiment analysis, entity Regocnition, text anotation, as a developer I don't to do much more code for our NLP project this API help to perform these task very easy with high accuracy. **What do you dislike about Google Cloud Natural Language API?** Some time fail to define tha polarity of tipical word or other language irrelevant words. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I worked on the Course recommendation project using NLP with our team We used Google cloud NLP API and this help very well it remove all stopper and create connection between course and rating of course and help to create the model with accuracy of 94 percent. ### 27. Sentimental analysis is the best class **Rating:** 3.5/5.0 stars **Reviewed by:** Manoj C. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 08, 2024 **What do you like best about Google Cloud Natural Language API?** sentiment like spam,ham and NER the results were perfect **What do you dislike about Google Cloud Natural Language API?** The inputs of previous can baise the present outputs **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The main advantage for our company was, It is easy to filter the questions triggered in the community tab by categories ### 28. Powerful NLU with Pricing Considerations **Rating:** 4.0/5.0 stars **Reviewed by:** Aviral j. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** December 07, 2023 **What do you like best about Google Cloud Natural Language API?** I like the comprehensive natural language processing features, especially the accurate entity recognition, sentiment analysis, and language identification. The seamless integration with other Google Cloud services enhances its overall utility and efficiency. **What do you dislike about Google Cloud Natural Language API?** The pricing structure, particularly for high-volume usage, can be a drawback. It may pose challenges for budget-conscious users or those with extensive processing needs. Consideration of pricing is crucial when evaluating the overall value of the Google Cloud Natural Language API. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Google Cloud Natural Language API addresses various challenges in natural language processing, such as entity recognition, sentiment analysis, and language identification. Its capabilities benefit me by streamlining and automating these tasks, saving time and resources. The API's accuracy enhances the quality of insights gained from textual data, contributing to more informed decision-making and improved overall efficiency in handling large volumes of text. ### 29. Best Natural Language API Tool created by Google **Rating:** 5.0/5.0 stars **Reviewed by:** Ankush G. | Software Development Engineer 1, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** January 02, 2024 **What do you like best about Google Cloud Natural Language API?** The best thing about this is the accuracy it provides without the hassle for any kind of integration. Its very easy to implement and thus is being used frequently in my company. Also the customer support is very good too. **What do you dislike about Google Cloud Natural Language API?** For user, its good but for businesses, its pricing is quite high after trial period gets over. Also the documentation is very less available for custom models. Neverther the less, it offers a lot of features that justfies its price. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We have to understand the template by analysing the content of the template and categorize it according to its descriptive categorical content. Thus we have used this tool for accurate categorization of documents using its custom models. ### 30. Best Class when comes to sentiment alalysis **Rating:** 3.5/5.0 stars **Reviewed by:** Devendra T. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 08, 2024 **What do you like best about Google Cloud Natural Language API?** It is giving accurate results about the sentence sentiment like spam or ham and also the NER is also good. **What do you dislike about Google Cloud Natural Language API?** some times the results are baised on the previous inputs. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It is helping our company to filter the questions asked in our community tab with the categories ### 31. Used the Natural Language Api by Google and found it very effective and useful for the tasks. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** December 26, 2023 **What do you like best about Google Cloud Natural Language API?** 1. I have used it for extracting the insights from the text data i.e. unstructured data and it was quiet helpful in that aspect. 2. The functionalities are very easy to implement as the interface is very simple for a beginner as well. 3. I have integrated the Translation Api by Google and then used Natural Language Api. 4. It also has other features like entity analysis, sentiment analysis, syntax analysis, content classification etc which I am currently implementing. **What do you dislike about Google Cloud Natural Language API?** 1. If you have very large volume of data to get insights then it may be costly to use. 2. It may not always provide us fully accurate insights. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** I used it to get the insights from many customer reviews for multiple products manufactured by our customer and based on the insights generated a model that gives the top products that are loved by the customers based on the reviwews and top products that needs some improvements in them. ### 32. Best for developers **Rating:** 5.0/5.0 stars **Reviewed by:** Sheraz R. | Artificial intelligence Engneer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 26, 2024 **What do you like best about Google Cloud Natural Language API?** For my opinion it is very comfortable and many way to use this API very helpfull for us if we want to get different experiences and services we can definitely use this. **What do you dislike about Google Cloud Natural Language API?** I don't dislike anything as it fill filled my all requirements so nothing. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** In processing the text it helps allot. ### 33. NLP API **Rating:** 4.0/5.0 stars **Reviewed by:** Sanjana K. | Senior Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** April 05, 2024 **What do you like best about Google Cloud Natural Language API?** This is helpful as it minimize the manual work for repetitive task during project cycle .it analyse large data texts and extract the information **What do you dislike about Google Cloud Natural Language API?** Limit functionality, not having proper data for all the languages, ambiguity **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** During development it help to analyse the larger data sets in less time and help clients from different languages from worldwide to understand the issue and solutions ### 34. Always recommend for NLP/ML/AI projects. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Program Development | Enterprise (> 1000 emp.) **Reviewed Date:** July 14, 2024 **What do you like best about Google Cloud Natural Language API?** We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NLU. Almost No Code Platform. **What do you dislike about Google Cloud Natural Language API?** I didn't have such an experience with dislikes. Secure and safe to integrate API for NLU. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Text analysis & natural language understanding. Meets all our requirements. ### 35. Best Natural Language API tool created to perform tasks effectively **Rating:** 4.5/5.0 stars **Reviewed by:** Lekhashree H. | AI Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** January 25, 2024 **What do you like best about Google Cloud Natural Language API?** I have utilized this product to extract insights from unstructured text data, and it proved to be quite beneficial in that regard. It has simple user interface to perform the tasks. The entity analysis, sentiment analysis, content classification functionalities are outstanding. **What do you dislike about Google Cloud Natural Language API?** Google Cloud API is more costly in terms of price. It costs about ten times more per character unit than Amazon. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We have millions of records containing unstructured data, and it is assisting us in reading and classifying the contents of the data for the project. ### 36. Harnessing ML and NLP for Effortless insights using Google Cloud **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** January 09, 2024 **What do you like best about Google Cloud Natural Language API?** I have tried both Google Cloud Natural Language API and Amazon Comprehend. I have observed that the Google Cloud API gives better results regarding Entity Detection and Sentiment Analysis. My use case was mainly to determine the entities, and Google Cloud's API worked better for that case. Moreover, it is convenient to leverage with their easy-to-use REST API. **What do you dislike about Google Cloud Natural Language API?** From the price point, Google Cloud API is more expensive. They have only 5k character units in the monthly free tier, as compared to 50k units provided by Amazon. Also, the price per character unit is ~10x more than Amazon. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** The pre-trained NLU models in Google Cloud are much more accurate than any open source models and the ones we can train ourselves. They make the Entity Recognition tasks every easy. ### 37. Natural Language API for named entity recognition **Rating:** 5.0/5.0 stars **Reviewed by:** APOORV P. | Associate Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** December 12, 2023 **What do you like best about Google Cloud Natural Language API?** I have used the Google Cloud Natural Language API for Named entity recognition, it has performed well in our usecases firstly to detect transaction details from raw text and also for extracting medical information from raw OCR content. It supports Python and has been really easy to integrate for me. **What do you dislike about Google Cloud Natural Language API?** I feel that there should be some professional support and training available apart from quickstart guides to train the staff working on it for our organization. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It is helping us categorize our data, we have millions of records with unstructured data, it's helping us to read and categorize the contents of the data for us. ### 38. Google Cloud NL API - The Revolution in NLP **Rating:** 4.0/5.0 stars **Reviewed by:** Md Sohanuzzaman S. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 23, 2024 **What do you like best about Google Cloud Natural Language API?** It's make easier to process any NLP operations for Devloper and Researcher **What do you dislike about Google Cloud Natural Language API?** It's expensive to use. I think the price should be very less for publicly use **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Create new model in my existing project. ### 39. Google Cloud in Neuralwave.ai **Rating:** 5.0/5.0 stars **Reviewed by:** Sanket C. | Software Engineer, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** December 19, 2023 **What do you like best about Google Cloud Natural Language API?** I like Google Cloud NLP documentation and code examples. They are very easy to go through and obviously we can find tutorial videos on the site too during integration. So, thats a convenient. **What do you dislike about Google Cloud Natural Language API?** I haven`t faced any difficulty so far as we are still in face of development phase. Thus, Nothing that makes me raise an eyebrow right now. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** We are utilizing NLP for language processing and creating an AI assistant that can automate certain tools provided from our end. Additionally, we plan to use text analysis for further sentiment and behavioral fact-checking and analysis. ### 40. Decent Service **Rating:** 4.0/5.0 stars **Reviewed by:** Ryan H. | Member of Technical Staff, Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2024 **What do you like best about Google Cloud Natural Language API?** I like how easy it is to get started and I don't need to worry about building the wheel myself. **What do you dislike about Google Cloud Natural Language API?** The pricing can be expensive and it lacks flexibility. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It helps my clients to quickly get started on NLP problems ### 41. I have implemented this feature in our project and this very easy to understand and development **Rating:** 4.5/5.0 stars **Reviewed by:** Priyanshu D. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 11, 2024 **What do you like best about Google Cloud Natural Language API?** This is very useful and we have integrated in our project and that is very helpful fo get data for business. **What do you dislike about Google Cloud Natural Language API?** Not dislike , need more documentation for the same . **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** For improve coding stander as well as easy to use for business ### 42. Flawless API for machine learning projects for NLP **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 05, 2024 **What do you like best about Google Cloud Natural Language API?** Most helpful thing about Google cloud natural language API is that its system supporters for the multiple media and multilingual. And if you ask me about what are the upsides of Google cloud natural language API is it's features that's its Different NLP API like vision OCR API and S2T API. Etc. **What do you dislike about Google Cloud Natural Language API?** There is nothing as such least helpful about Google Cloud Natural Language API. As per my uses experience since it has complete document guide for set-up and API integration. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** In natural language understanding API , NLP and ML..... ### 43. I have used their services seems nice **Rating:** 5.0/5.0 stars **Reviewed by:** Zeeshan Z. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 25, 2024 **What do you like best about Google Cloud Natural Language API?** Effective and efficient these apis are . **What do you dislike about Google Cloud Natural Language API?** Not find yet any fault or dislikes in these apis **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Used in chat bot and language processing ### 44. Amazing language APIs for seamless automation **Rating:** 4.0/5.0 stars **Reviewed by:** Shreyas S. | Machine Learning Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 23, 2024 **What do you like best about Google Cloud Natural Language API?** Most of my chat bot usecases are handled by NLP APIs, especially to detect conversation sentiment, extract intents and entities from customer queries. **What do you dislike about Google Cloud Natural Language API?** If NLG based models were available it would have been better to see everything at same place **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** enabling chat bot automation, has helped reduce agent take over by 35% ### 45. It's seamless integration feature is awesome! **Rating:** 5.0/5.0 stars **Reviewed by:** Deepak Kumar N. | Campus Ambassador || Business Developer Intern, Mid-Market (51-1000 emp.) **Reviewed Date:** May 23, 2023 **What do you like best about Google Cloud Natural Language API?** Google Cloud Natural Language API is a game-changer for text analysis. It effortlessly integrates into the applications, thanks to user-friendly APIs and client libraries. With its scalability and reliability, it handles large volumes of text processing requests efficiently. The API seamlessly integrates with other Google Cloud services, enhancing the solution's capabilities and that's the best part I like. Whether we need pre-trained models or customization options, this API delivers accurate results tailored to our needs. Multilingual support further expands its usability. **What do you dislike about Google Cloud Natural Language API?** I found the documentation for Google Cloud Natural Language API to be comprehensive, but it could benefit from additional real-world examples and code samples. Including more practical scenarios would help users grasp the API's capabilities more effectively, facilitating smoother integration and quicker implementation of text analysis tasks. With a slight enhancement in the documentation, the API would provide an even better user experience. Hope it will improve in future. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It effectively addresses the business problem of extracting valuable insights from text. The API's seamless integration and scalability empower businesses to unlock the full potential of our text analysis needs, driving informed decision-making and it enhances overall operational efficiency. ### 46. Amazed **Rating:** 4.5/5.0 stars **Reviewed by:** Jan Ali K. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 16, 2024 **What do you like best about Google Cloud Natural Language API?** Chatbots for easy user experience and interactions **What do you dislike about Google Cloud Natural Language API?** Runtime issues snd queries preprocessing time **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Legal and Financial terms for business transactions. ### 47. Easy and Powerful Tool for Text Analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Dr. Hernani C. | Co-Founder & CTO, Consulting, Small-Business (50 or fewer emp.) **Reviewed Date:** November 07, 2023 **What do you like best about Google Cloud Natural Language API?** The API offers several features for NLP, including sentiment analysis, entity analysis, syntax analysis, amongst others. This makes it a versatile API that can be used for a variety of use cases. **What do you dislike about Google Cloud Natural Language API?** The pricing can be complex and difficult to estimate how much you will be charged **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Extracting insights from unstructured text data, automating tasks and developing new products and services. ### 48. Review for Google IO 2023 workspace labs **Rating:** 5.0/5.0 stars **Reviewed by:** Yucheng W. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2023 **What do you like best about Google Cloud Natural Language API?** Google Cloud Natureal Language API, or Generative API, can use curl or other commands to communicate with these APIs. Primarily, we can use Google Colab to write jupyter notebook to debug and get the result. Google IO 2023 workspace labs have many amazing experiences for AI applications. I read how to recognize skin, and how to use AI to create music using tools. **What do you dislike about Google Cloud Natural Language API?** Too many APIs for different applications, they only support English now. I have to wait for API to support other languages. I know I was told to add a waitlist, and no information next for Google IO 2023's Palm API. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It belongs to generative API, so we can use the interface to generate out context, and format text, translate context. I'm a software programmer, so I'd like to use API to solve my code problem, I need to do better. ### 49. Google NLP API **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Services | Enterprise (> 1000 emp.) **Reviewed Date:** April 14, 2024 **What do you like best about Google Cloud Natural Language API?** Great for no code and developer for NLU and NLP projects. It helps in no code projects with pre-trained and pre build powerful models of the NLP for various analysis like text annotation analysis and sentiment analytics. Cloud based services and APIs. **What do you dislike about Google Cloud Natural Language API?** support with limited languages can be one **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** Text and NLP project's and ML models. ### 50. Google NLP performs decently, in the same way as some open source models **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** April 15, 2024 **What do you like best about Google Cloud Natural Language API?** The NLP API is easier to work with, and you don't need an infrastructure or domain knowledge about best NLP models that are available. **What do you dislike about Google Cloud Natural Language API?** For complicated task it still lags behing openAI, GPT-4 or Claude's latest model. **What problems is Google Cloud Natural Language API solving and how is that benefiting you?** It helps to perform text classification via simple interface and overall the setup is fast - [View Google Cloud Natural Language API pricing details and edition comparison](https://www.g2.com/products/google-cloud-natural-language-api/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-15+14%3A32%3A43+-0500&secure%5Bsession_id%5D=44259ead-a2c6-4489-abdf-a7ca4dd829f9&secure%5Btoken%5D=b56bb831aac3bbd66232fa56e37c19fe127cb9d95520c2cc85a08b06c971429f&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 (79 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)