
What is Amazon Comprehend?
Uncover valuable insights from text in documents, customer support tickets, product reviews, emails, social media feeds, and more. Simplify document processing workflows by extracting text, key phrases, topics, sentiment, and more from documents such as insurance claims. Differentiate your business by training a model to classify documents and identify terms, with no machine learning (ML) experience required.
Company Details
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Get AssistanceAmazon Comprehend Ratings
Real user data aggregated to summarize the product performance and customer experience.
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
87 Likeliness to Recommend
100 Plan to Renew
80 Satisfaction of Cost Relative to Value
Emotional Footprint Overview
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
+97 Net Emotional Footprint
The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.
How much do users love Amazon Comprehend?
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Performance Enhancing
How to read the Emotional Footprint
The Net Emotional Footprint measures high-level user sentiment towards particular product offerings. It aggregates emotional response ratings for various dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
While purchasing decisions shouldn't be based on emotion, it's valuable to know what kind of emotional response the vendor you're considering elicits from their users.
Footprint
Negative
Neutral
Positive
Feature Ratings
Leads Generation
Natural Language Processing
Artificial Intelligence Engine
Intent Extraction
Learning and Adaptability
Personalized Service
Workflow Processing
Other Integrations
Vendor Capability Ratings
Vendor Support
Product Strategy and Rate of Improvement
Availability and Quality of Training
Usability and Intuitiveness
Breadth of Features
Ease of Implementation
Ease of IT Administration
Ease of Data Integration
Quality of Features
Ease of Customization
Business Value Created
Amazon Comprehend Reviews

Sushmita D.
- Role: Consultant
- Industry: Consulting
- Involvement: Business Leader or Manager
Submitted Jul 2025
Its a good product must a try
Likeliness to Recommend
What differentiates Amazon Comprehend from other similar products?
Its unique reporting features , helpes me for analysis of business deeds
What is your favorite aspect of this product?
Smart AI bot the level of NLM used is the best
What do you dislike most about this product?
Little slow and too expensive also doesnt helps much to create flows
What recommendations would you give to someone considering this product?
Yes its must a try and good product
Pros
- Continually Improving Product
- Enables Productivity
- Trustworthy
- Efficient Service
Please tell us why you think this review should be flagged.

Prince P.
- Role: Information Technology
- Industry: Other
- Involvement: IT Development, Integration, and Administration
Submitted Apr 2025
Reliable NLP Tool with Great AWS Integration
Likeliness to Recommend
What differentiates Amazon Comprehend from other similar products?
Amazon Comprehend stands out for how seamlessly it integrates into the AWS ecosystem, making it very easy to use alongside services like S3, Lambda, or Redshift. Unlike many other NLP tools, Comprehend also offers features like PII detection and toxicity analysis, which are crucial for privacy and content moderation. It also supports custom model training, allowing businesses to tailor the tool to their specific language and tone—something not all competitors offer.
What is your favorite aspect of this product?
My favorite thing about Amazon Comprehend is how effortlessly it pulls meaningful insights from unstructured text. Whether I’m using it for sentiment analysis or key phrase extraction, the results are quick, clear, and often spot-on. The built-in support for multiple languages and the ability to create custom classification models make it even more versatile for real-world applications.
What do you dislike most about this product?
The main drawback for me is the pricing—it can add up quickly if you’re working with large datasets or need to run frequent analyses. Also, while accuracy is generally strong, it can occasionally miss subtle nuances, especially with informal or mixed-language text. Still, these issues are fairly minor considering how much the tool helps automate and simplify text analysis.
What recommendations would you give to someone considering this product?
If you’re already working within the AWS environment and need a reliable NLP solution, Amazon Comprehend is a solid choice. I’d recommend starting with the built-in features like sentiment and entity detection to get a feel for its capabilities. If you have industry-specific needs, explore the custom classification and entity models. And definitely monitor your usage to stay on top of costs, especially for high-volume projects.
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Enables Productivity
Please tell us why you think this review should be flagged.

Igbogbayi S.
- Role: Consultant
- Industry: Consulting
- Involvement: End User of Application
Submitted May 2025
The software was top notch and easy to access
Likeliness to Recommend
What differentiates Amazon Comprehend from other similar products?
Amazon Comprehend provides custom entity recognition, custom classification, keyphrase extraction, sentiment analysis and many more.
What is your favorite aspect of this product?
custom entity recognition, custom classification, keyphrase extraction
What do you dislike most about this product?
I have no disliked for the product because I make use of it always
What recommendations would you give to someone considering this product?
To make use of Amazon comprehend custom entity recognition, custom classification, keyphrase extraction, and their pro ai version for easy completing task
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Enables Productivity
Please tell us why you think this review should be flagged.
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