Google AI ModeSep 23, 2026
Azure AI Language : Offers an Opinion Mining feature as part of its sentiment analysis API.
Data as of Oct 6, 2026Based on 55,738 AI responses
Reviewed by Dimitry Apollonsky ·
Azure Language in Foundry Tools is a Microsoft Azure service that enables developers to add advanced natural language processing to their generative AI apps, allowing them to understand, analyze, and generate human language. It accelerates AI app development with task-optimized models and supports extracting personal data or entities, summarizing conversations or articles, identifying language and sentiment, and analyzing health records across text and documents using transformer models. Users can customize AI models and build small or large language models to tailor language capabilities for their applications.
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Question: I am unable to categorize user feedback sentiment accurately at scale. Who offers aspect-based sentiment analysis APIs?
Google AI ModeSep 23, 2026
Azure AI Language : Offers an Opinion Mining feature as part of its sentiment analysis API.
Since Jul 5
Azure AI Language's share in each topic, as its page ranks it
<1%No change
of AI answers about Azure AI Language and its rivals. Since Jul 5
The market map
Voice of Customer Text Analytics PlatformsMentioned in
Where Azure AI Language ranks in AI
Question: What's a good API for sentiment analysis that can handle industry-specific jargon and sarcasm well?
ChatGPT SearchSep 17, 2026
Azure AI Language — particularly worth considering if you need aspect/opinion-level sentiment
Question: I am unable to categorize user feedback sentiment accurately at scale. Who offers aspect-based sentiment analysis APIs?
Google AI ModeSep 19, 2026
Azure AI Language Service (Opinion Mining): Offers native Opinion Mining (aspect-based sentiment analysis).
Position in the answer
Weeks of Aug 24 – Sep 27, 2026
74% of what AI says about Azure AI Language is positive.
Common descriptions
robust · opinion mining · excellent · real-time · advanced · good
azure.microsoft.com 15%Other sites 85%
Excerpts where Azure AI Language appeared in the AI's answer
Azure AI Language : Offers an Opinion Mining feature as part of its sentiment analysis API.
Azure AI Language Service (Opinion Mining): Offers native Opinion Mining (aspect-based sentiment analysis).
Excerpts where Azure AI Language appeared in the AI's answer
Azure AI Language : Offers advanced opinion mining (aspect-based sentiment analysis) which ties specific qualities (e.g., "battery life" or "shipping speed") directly to positive or negative opinions.
Azure AI Language (Microsoft Azure): Strong enterprise backing with pre-built models for opinion mining, key phrase extraction, and sentiment analysis.
Excerpts where Azure AI Language appeared in the AI's answer
Azure AI Language (PII Detection & Redaction) : A robust, production-ready cloud API that detects and masks dozens of PII entities (SSNs, credit cards, names, phone numbers) in real time.
Azure AI Language Service: Features a robust recognize_pii_entities API endpoint .
Excerpts where Azure AI Language appeared in the AI's answer
Azure AI Language — particularly worth considering if you need aspect/opinion-level sentiment
Azure AI Language (Opinion Mining / Custom Text): Microsoft's offering goes beyond basic polarity by offering opinion mining
Excerpts where Azure AI Language appeared in the AI's answer
Azure AI Language (PII Detection): Azure AI Language PII Redaction detects sensitive attributes in unstructured text
Azure AI Language (PII Detection) : Highly accurate, supports custom redaction policies
