What AI says about Amazon Comprehend
Amazon Comprehend is a natural language processing service from AWS for sentiment analysis, entity extraction, and text analytics. It is among the brands most often named when buyers need to detect and redact personally identifiable information or analyze customer feedback at scale.
AI calls itaws-native,managed,targeted sentiment,real-time,hipaa-eligible,aws-based
Since Jul 5Updated Nov 11, 2026Based on 35,441 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
<1%
of AI answers about Amazon Comprehend and its rivals · since Jul 5
Based on 35,441 AI answers
- ChatGPT1%
- Google AI Mode<1%
How often AI mentions Amazon Comprehend
of AI answers about Amazon Comprehend and its rivals
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Topics where AI mentions Amazon Comprehend
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- What are the best APIs for performing sentiment analysis and topic modeling on customer feedback?on this questionGoogle Cloud Natural Language shares the lead for mentions with 1 more70%
Excerpts where Amazon Comprehend appeared in the AI's answer
ChatGPTOct 31, 2026, ChatGPT Amazon Comprehend is a managed NLP service that provides several useful capabilities
ChatGPTSep 6, 2026, ChatGPT Amazon Web Services's Amazon Comprehend is probably the most straightforward choice if you specifically want both sentiment and traditional topic modeling through APIs.
- What's a good API for sentiment analysis that can handle industry-specific jargon and sarcasm well?on this questionGoogle Cloud Natural Language shares the lead for mentions with 2 more47%
Excerpts where Amazon Comprehend appeared in the AI's answer
- I am looking for a text analysis API that can extract entities and sentiment from financial news.on this questionGoogle Cloud Natural Language shares the lead for mentions with 1 more20%
Excerpts where Amazon Comprehend appeared in the AI's answer
ChatGPTSep 3, 2026, ChatGPT Amazon Comprehend or Google Cloud Natural Language would be my starting points because entity-level sentiment is particularly useful for financial news.
ChatGPTAug 18, 2026, ChatGPT Amazon Comprehend is another strong fit. Its DetectTargetedSentiment operation specifically returns sentiment for each entity identified in the text
Amazon Comprehend in AI answers
1 of 8
I am unable to categorize user feedback sentiment accurately at scale. Who offers aspect-based sentiment analysis APIs?
ChatGPTChatGPT· Sep 11, 2026
For a conventional, production-grade ABSA pipeline, Amazon Comprehend Targeted Sentiment is particularly relevant.
Google AI ModeGoogle AI Mode· Oct 16, 2026
Amazon Comprehend (Targeted Sentiment): AWS provides targeted sentiment analysis APIs
Sites AI cites
- Your site34%
- Detecting PII entities - Amazon Comprehend (opens in a new tab) · 3%
- Targeted sentiment - Amazon Comprehend (opens in a new tab) · 3%
- Amazon Comprehend Detect PII - AWS AI Service Cards (opens in a new tab) · 3%
- DetectTargetedSentiment - Amazon Comprehend (opens in a new tab) · 3%
- Amazon Comprehend API documentation (opens in a new tab) · 2%
- Personally identifiable information (PII) - Amazon Comprehend (opens in a new tab) · 2%
- Real-time analysis using the API - Amazon Comprehend (opens in a new tab) · 2%
- Redacting PII entities with asynchronous jobs (API) - Amazon Comprehend (opens in a new tab) · 2%
- amazon.com (opens in a new tab) · 1%
- What is Amazon Comprehend? - Amazon Comprehend (opens in a new tab) · 1%
- Your site26%
- Natural Language Processing – Amazon Comprehend – AWS (opens in a new tab) · 17%
- Amazon Comprehend – Features (opens in a new tab) · 5%
- Amazon Comprehend Documentation (opens in a new tab) · 2%
- Healthcare NLP - Extract Health Data - Amazon Comprehend Medical - AWS (opens in a new tab) · 2%
- Detecting and redacting PII using Amazon Comprehend | Artificial Intelligence (opens in a new tab) · <1%
- Identifying and working with sensitive healthcare data ... - AWS (opens in a new tab) · <1%
- Amazon Comprehend – Features (opens in a new tab) · <1%
- AWS Marketplace: Aspect Based Sentiment Analysis: Routers (opens in a new tab) · <1%
- 2%
- [1910.07419] Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service (opens in a new tab) · 1%
- PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction (opens in a new tab) · 1%
- [2305.12257] SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News (opens in a new tab) · <1%
- [2503.20794] Can Zero-Shot Commercial APIs Deliver Regulatory-Grade Clinical Text DeIdentification? (opens in a new tab) · <1%
- 2%
- Best Entity Sentiment APIs in 2026 | Eden AI (opens in a new tab) · <1%
- Best Sentiment Analysis APIs in 2026 | Eden AI (opens in a new tab) · <1%
- Top 10 Sentiment Analysis APIs (opens in a new tab) · <1%
- Free Sentiment Analysis: Open-Source Models & Free API Tiers (2026) (opens in a new tab) · <1%
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