Google Cloud Natural Language API
Reviews
Star rating
Rank in Text Analysis
Pros and cons
Pros
- Features
- Cloud Computing
- Application Development
Cons
- Not User-Friendly
Traffic & LLM citations
Source: G2 review data
Winning from
Losing to
Key stats
Adoption by company size
| Segment | Share of reviews |
|---|---|
| Small Business | 52.4% |
| Mid-Market | 23.0% |
| Enterprise | 24.6% |
Quarterly history
| Quarter | Reviews | Star rating |
|---|---|---|
| 2025 Q1 | 1 | 5.0 |
| 2026 Q2 | 1 | 5.0 |
| 2026 Q3 | 23 | 4.4 |
Satisfaction ratings
What reviewers say
Reliable NLP tool for unstructured audit data extraction, compliance text mining contract analysis
“From an audit and compliance standpoint, this API excels at parsing large volumes of unstructured documentation, including vendor contracts, email logs, and internal policy records. Its Entity Analysis and Syntax Analysis features reliably identify organizations, monetary figures”
Easy to Use, But Costly and Hard to Customize
“The Google Cloud Natural Language API is excellent for speed, simplicity, and standard text analysis tasks such as sentiment tracking or general tagging. It removes much of the friction around setting up and maintaining machine learning infrastructure. That said, if your applicat”
Helpful Sentiment Analysis with Google Cloud Natural Language API
“The best thing about the Google Cloud Natural Language API is that it analyzes emotions and provides helpful sentiment analysis.”