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Google Cloud Natural Language

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Google's managed NLP API for sentiment, entity, and syntax analysis at scale

Text Analysis Software
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  • Deployment Cloud Based
  • Starting price Free
  • Free trial Available
  • Best for Startups, SMEs, Enterprises

What is Google Cloud Natural Language?

Google Cloud Natural Language is Google's managed API for extracting meaning from text using pre-trained machine learning models. It provides sentiment analysis at the document and sentence level, entity recognition and entity sentiment, syntax parsing, and content classification across more than 700 categories. The service supports dozens of languages and can be called via REST or client libraries in Python, Java, Node.js, and other languages, or used through Vertex AI for custom model training with AutoML.

Pricing is usage based and billed monthly per 1,000-character unit, with a free monthly allotment for each feature so teams can experiment at no cost. It suits developers and enterprises building sentiment dashboards, moderation pipelines, or document classification, and generally requires coding to integrate rather than offering a no-code business-user interface.

Key Features of Google Cloud Natural Language

Google Cloud Natural Language lists 8 documented features, including Sentence and document-level sentiment analysis, Entity recognition and entity sentiment analysis and Syntax analysis (tokenization, lemmas, part of speech). The list below covers what the product does rather than how it is marketed.

  • Sentence and document-level sentiment analysis
  • Entity recognition and entity sentiment analysis
  • Syntax analysis (tokenization, lemmas, part of speech)
  • Content classification across 700+ categories
  • Multi-language support
  • AutoML custom model training via Vertex AI
  • Text moderation for harmful content
  • REST API and client libraries for major languages

Google Cloud Natural Language Pricing

Google Cloud Natural Language lists 3 plans. One is free; the rest are quoted on request.

Free tier

Free

5,000-50,000 units/month depending on feature

Request pricing

No charge within the monthly per-feature free allotment

Pay as you go

$0.0001-$0.002/unit

Beyond free tier, tiered by volume

Request pricing

Tiered per-1,000-character-unit pricing that decreases as volume increases; varies by feature (entity, sentiment, syntax, classification, moderation)

High volume

Custom

20M+ units/month (5M for classification)

Request pricing

Contact Google Cloud sales for enterprise volume pricing

Google Cloud Natural Language Specifications

Google Cloud Natural Language is available on web app. It offers an API, has a free trial and has a free plan.

Deployment
  • Cloud Based
Billing cycle
Monthly
Desktop
  • Web App
Languages
  • English
Built for
  • Startups
  • SMEs
  • Enterprises
Support
  • Email
  • Tickets
  • Phone
Integrations
Google Cloud Platform, Vertex AI, BigQuery, Google Sheets, Zapier, client libraries for Python, Java, Node.js, Go, PHP, Ruby, C#
Public API
Yes
Free trial
Yes
Free plan
Yes
Runs in browser
Yes
Customisable
Yes
Website
cloud.google.com

Google Cloud Natural Language Videos

Google Cloud Natural Language Screenshots

Google Cloud Natural Language screenshot 1

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Google Cloud Natural Language FAQs

Yes, each feature includes a free monthly allotment (for example 5,000 units for sentiment and entity analysis) before usage-based charges apply, and new Google Cloud accounts also receive $300 in general credits.

It supports many languages including English, Spanish, German, French, Italian, Russian, Chinese, Japanese, and Korean, though feature coverage can vary by language.

Yes, through Vertex AI AutoML you can train custom entity extraction and classification models on your own labeled data.

Yes, it is primarily an API product called via REST or a client library, though a browser-based demo lets you try sample requests without writing code.

Usage is measured in units of 1,000 characters and billed monthly at tiered per-unit rates that decrease as volume increases.