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Google Cloud Natural Language API Reviews & Product Details

Google Cloud Natural Language API Overview

What is Google Cloud Natural Language API?

Derive insights from unstructured text using Google machine learning.

Google Cloud Natural Language API Details
Product Website
Languages Supported
Arabic, German, English, French, Italian, Japanese, Korean, Dutch, Portuguese, Russian, Spanish, Thai, Turkish, Vietnamese, Chinese (Simplified), Chinese (Traditional)
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Product Description

Google Cloud’s Natural Language API helps developers unlock natural language understanding features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, & syntax analysis. We incorporate the best of Google’s technology and research into our API, including the latest advancements in Large Language Models to help developers and practitioners get better insights, better ad targeting, & better recommendations for their users. Through our Natural Language API, developers can access a top-of-the-line content classification model with over 1000 categories that is both scalable across content types and languages and trained on the distilled knowledge of the world wide web.

How do you position yourself against your competitors?

Leveraging Google Cloud's Natural Language API, developers can access a top-of-the-line content classification model with over 1000 categories that is both scalable across content types and languages and trained on the distilled knowledge of the world wide web.


Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
Ownership
NASDAQ:GOOG
Phone
+1 (650) 253-0000
Total Revenue (USD mm)
$182,527
Description

Organize the world’s information and make it universally accessible and useful.


Alena A.
AA
Overview Provided by:

Recent Google Cloud Natural Language API Reviews

Franck A.
FA
Franck A.Small-Business (50 or fewer emp.)
3.0 out of 5
"My opinion on Google Cloud Natural Language API"
Integration with other Google Cloud services
Verified User
U
Verified UserEnterprise (> 1000 emp.)
5.0 out of 5
"Always Recommend for NLP/ ML/ AI projects"
We can create our own APIs for NLP. Anh API test with Automation feature. Secure with virtual cloud servers. Pre trained models availabilitiess....
Anish R.
AR
Anish R.Enterprise (> 1000 emp.)
4.5 out of 5
"Experience with 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...
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Google Cloud Natural Language API Media

Google Cloud Natural Language API Demo - Natural Language AI benefits
Natural Language AI benefits
Google Cloud Natural Language API Demo - Natural Language API demo
Try API yourself on the website right now
Google Cloud Natural Language API Demo - Which Natural Language product is right for you?
Natural Language API reveals the structure and meaning of text with thousands of pretrained classifications. AutoML classifies content in custom categories for your specific needs. Check full list of features on https://cloud.google.com/natural-language
Play Google Cloud Natural Language API Video
Play Google Cloud Natural Language API Video
Play Google Cloud Natural Language API Video
Play Google Cloud Natural Language API Video

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104 Google Cloud Natural Language API Reviews

4.3 out of 5
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Google Cloud Natural Language API Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for Google Cloud Natural Language APIQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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AA
BI Developer.
Information Technology and Services
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
(Original )Information
What do you like best about Google Cloud?

Google Cloud offers a wide range of solutions for technology development and deployment, including Computing, Networking, data Storage and management, AI and machine learning, all in one integrated platform. GCP has user-friendly learning tutorials and reliable community support, which makes it easy to solve whatever challenges might come up. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud?

The user interface can appear complex to newcomers, as it lacks customization options for the left navigation menu. The inability to remove services not used by users can make the interface unnecessarily crowded. Review collected by and hosted on G2.com.

What problems is Google Cloud solving and how is that benefiting you?

Google Cloud helps enhance our business intelligence solutions development capabilities. We use BigQuery's data warehousing service to explore, process, and analyze large datasets, uncovering patterns and insights. Google Dataflow allows us to handle growing data volumes for data preparation and pipeline automation. My team collaborates on Vertex AI to develop and integrate predictive models for forecasting and generative AI capabilities within our solutions. Overall, the Google Cloud Platform helps my team develop and deploy data-intensive solutions by providing robust technology infrastructure to manage and analyze large datasets quickly, allowing us to focus more on core tasks. Review collected by and hosted on G2.com.

Shreya  N.
SN
AI Research Assistant
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Google Cloud?

Wide range of services, from compute to machine learning, global reach and strong security features like IAM and SCC plus it is constantly evolving, adding new tools and capabilities which helps one stay ahead of the game. The free $300 credit on signup is a great way of letting the user experience all it's features. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud?

GCP's pricing can be complex, leading to surprise charges which honestly no one is fond of. Customer Support options are limited which make it a bit difficult to navigate with the tool's features. The learning curve is slow. Security, while strong, requires vigilance and careful configuration to avoid vulnerabilities. Review collected by and hosted on G2.com.

What problems is Google Cloud solving and how is that benefiting you?

Problems related toexpensive compute and global outreach are a few to mention. The ML and data analytics tools make it easier to derive insights. Review collected by and hosted on G2.com.

Bestman E.
BE
Machine Learning Engineering
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Sameeksh T.
ST
Microsoft Learn Student Ambassador
Small-Business(50 or fewer emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Anish R.
AR
Software Engineer
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Anant s.
AS
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

BO
Member of Technical Staff
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Verified User in Semiconductors
US
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Google Cloud?

Vertex AI and Bigquery, Good for training models and availablity of models from other providers Review collected by and hosted on G2.com.

What do you dislike about Google Cloud?

Detailed study materials needs to be provided for Kubernetes Review collected by and hosted on G2.com.

What problems is Google Cloud solving and how is that benefiting you?

Helps for data massaging, training ML models, deployment on kubernetes Review collected by and hosted on G2.com.

Atmanand G.
AG
Cloud Lead
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Google Cloud Natu...