---
title: Google Cloud Natural Language API Reviews
meta_title: 'Google Cloud Natural Language API Reviews 2026: Details, Pricing, & Features
  | G2'
meta_description: Filter 110 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: 110
  scale: '5'
date_modified: '2026-08-10'
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:** 110
## 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 value the **database upload capability** of Google Cloud Natural Language API, enhancing decision-making in healthcare services. (1 reviews)
- Users value the **efficient data handling** of Google Cloud Natural Language API, enhancing decision-making in healthcare services. (1 reviews)
- Users love the **database upload support** of Google Cloud Natural Language API, enhancing decision-making in various applications. (1 reviews)

**What users dislike:**

- Users find the **interface not user-friendly** , making it difficult to understand and effectively utilize the API. (1 reviews)

## Google Cloud Natural Language API Reviews
  ### 1. Accurate, Easy NLP Insights—But Pricing and Customization Can Be Limiting

**Rating:** 3.5/5.0 stars

**Reviewed by:** Vaibhavee S. | Software Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 08, 2026

**What do you like best about Google Cloud Natural Language API?**

What I like best about Google Cloud Natural Language API is its accurate text analysis, easy integration, and reliable performance for extracting insights like sentiment and entities.

**What do you dislike about Google Cloud Natural Language API?**

Its pricing can become expensive at scale, and some advanced customization options are limited compared to building your own NLP models

**What problems is Google Cloud Natural Language API solving and how is that benefiting you?**

Google Cloud Natural Language API helps automate text analysis, making it easier to understand customer feedback, categorize content, and extract key information. This saves development time and improves decision-making.

  ### 2. Easy Integration, Strong Pretrained NLP Models, and Helpful Documentation

**Rating:** 4.0/5.0 stars

**Reviewed by:** Daniel G. | Customer Service Representative, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 06, 2026

**What do you like best about Google Cloud Natural Language API?**

It is easy to inegrate with already existing libraties and works with multiple programming languages.  If you don't have NLP models available, the pretrained ones that Cloud Natural Language API has can do a really good job. I also found the abundance of documentation and tutorials really useful.

**What do you dislike about Google Cloud Natural Language API?**

The cost can be significant, which is why I don't use it more often. There is no offline version. The rate limits and quotas can be limiting, depending on the task.

**What problems is Google Cloud Natural Language API solving and how is that benefiting you?**

I was using it for personal projects and Google Cloud Natural Language API helped me automate a couple of flows, realistically saving me 3-4 hours of work a week.

  ### 3. High-Accuracy Text Analysis with Seamless Google Cloud Integration

**Rating:** 4.0/5.0 stars

**Reviewed by:** Eyal B. | Chief Revenue Officer, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 06, 2026

**What do you like best about Google Cloud Natural Language API?**

The ability to analyze complex texts with high accuracy, fast entity recognition, and seamless integration with other Google Cloud services that streamline the workflow.

**What do you dislike about Google Cloud Natural Language API?**

The pricing can become high for large-scale operations, and advanced fine-tuning options for custom domain-specific terminology are somewhat limited compared to standalone LLMs.

**What problems is Google Cloud Natural Language API solving and how is that benefiting you?**

It solves the challenge of manually processing large volumes of unstructured text data, enabling automated sentiment analysis and categorization that significantly speeds up operational workflows and insights extraction.

  ### 4. Wide Language Support with an Easy API and Friendly Pricing

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Real Estate | Enterprise (> 1000 emp.)

**Reviewed Date:** August 05, 2026

**What do you like best about Google Cloud Natural Language API?**

It supports a wide range of languages, offers an easy-to-use API, and has friendly pricing.

**What do you dislike about Google Cloud Natural Language API?**

It lacks customization, and I can’t control the versioning.

**What problems is Google Cloud Natural Language API solving and how is that benefiting you?**

we use Google Cloud Natural Language API to parse our customer review and to generate actionable insights

  ### 5. Helps Shape Cohesive, Polished Writing from Rough Drafts

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 04, 2026

**What do you like best about Google Cloud Natural Language API?**

It helps e able to form a thought together that is cohesive an sounds pretty. sometimes I just write stuff and it is able to understand pretty well what I mean and edit it.

**What do you dislike about Google Cloud Natural Language API?**

I think sometimes it oversimplifies things like with sarcasm it cannot do very well

**What problems is Google Cloud Natural Language API solving and how is that benefiting you?**

Making me be able to do tasks quicker with more efficiency

  ### 6. 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.

  ### 7. 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.

  ### 8. 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.

  ### 9. 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.

  ### 10. 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.

  ### 11. 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

  ### 12. 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

  ### 13. 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.

  ### 14. 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

  ### 15. 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

  ### 16. 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.

  ### 17. 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

  ### 18. 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%

  ### 19. Easy and Powerful Tool for Text Analysis

**Rating:** 4.0/5.0 stars

**Reviewed by:** Dr. Hernani C. | Co-Founder &amp; 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.

  ### 20. 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

  ### 21. 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.

  ### 22. 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.

  ### 23. 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

  ### 24. 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.

  ### 25. 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

  ### 26. 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.

  ### 27. 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.

  ### 28. 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.

  ### 29. 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.

  ### 30. 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

  ### 31. 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.

  ### 32. 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.

  ### 33. 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. 

  ### 34. 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...

  ### 35. 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 

  ### 36. 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

  ### 37. 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 

  ### 38. 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.

  ### 39. 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?filters%5Bnps_score%5D%5B%5D=4&section=pricing&secure%5Bexpires_at%5D=2026-08-10+22%3A18%3A59+-0500&secure%5Bsession_id%5D=e8df224e-be47-47db-9e53-8e86dd12d712&secure%5Btoken%5D=cc2a0b6ea71f30e94b29b68d414a0d59d82102ce8b23c5295d4322e3152585a5&format=llm_user)
## Google Cloud Natural Language API Integrations
  - [Five9 Intelligent Cloud Contact Center Platform](https://www.g2.com/products/five9-intelligent-cloud-contact-center-platform/reviews)
  - [Google Cloud Storage](https://www.g2.com/products/google-cloud-storage/reviews)

## Google Cloud Natural Language API Features
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**Algorithm**
- Part of Speech Tagging
- Summarization
- Named Entity Recognition
- Sentiment Analysis
- Emotion Detection
- Language Detection

**Setup**
- Integration
- Maintenance
- No-Code
- Third-Party Integrations

**System**
- Data Ingestion & Wrangling
- Programming Language Support
- Drag and Drop
- Pre-Built Algorithms
- Customizable Models

**Data**
- Security
- Data Visualization
- Real-Time Data
- Visual Analytics

**Analysis**
- Automation
- Named entity recognition
- Keyphrase Extraction
- Topic Analysis
- Sentiment Analysis
- Language Identification
- Syntax/Part of Speech Parsing
- Multi-Language
- Trend Analysis
- Text Analysis
- Qualitative Comparative Analysis
- Statistical Analysis
- User Research Analysis
- Ad hoc Analysis
- Quantitative Analysis

**Customization**
- Pre-Built Parameterization
- Custom Extension
- Compositionality

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Additional Functionality**
- Monitoring
- Activity Tracking
- Data Collection
- Access Controls/Permissions
- Predictive Analytics
- Computer Assisted Coding
- Activity Dashboard
- Real-Time Analytics
- AI Copilot
- Reporting & Statistics
- Data Import/Export
- Mixed Methods Research
- Website Analytics
- Multimedia Support
- Media Analytics
- Categorization/Grouping
- Data Storage Management
- Feedback Management
- Tagging
- Collaboration Tools
- Single Sign On
- Drag & Drop
- Annotations
- Customizable Branding
- Data Coding
- Multiple Data Sources
- API
- Search/Filter
- Customizable Reports

## Top Google Cloud Natural Language API Alternatives
  - [Amazon Comprehend](https://www.g2.com/products/amazon-comprehend/reviews) - 4.3/5.0 (83 reviews)
  - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - 4.6/5.0 (503 reviews)
  - [Microsoft Text Analytics API](https://www.g2.com/products/microsoft-text-analytics-api/reviews) - 4.4/5.0 (12 reviews)

