Google AI ModeSep 14, 2026
MeaningCloud : Provides a flexible text-mining and sentiment analysis API that connects easily to external data stacks, extracting polarity, irony, and aspect-based sentiment from multilingual text.
Data as of Oct 6, 2026Based on 42,902 AI responses
Reviewed by Dimitry Apollonsky ·
<1%No change
of AI answers about MeaningCloud and its rivals. Since Jul 5
The market map
Voice of Customer Text Analytics PlatformsMentioned in
Question: We use a customer feedback tool. Who offers a text analytics integration to analyze sentiment?
Google AI ModeSep 14, 2026
MeaningCloud : Provides a flexible text-mining and sentiment analysis API that connects easily to external data stacks, extracting polarity, irony, and aspect-based sentiment from multilingual text.
Since Jul 5
Where MeaningCloud ranks in AI
Question: We use a customer feedback tool. Who offers a text analytics integration to analyze sentiment?
ChatGPT SearchJun 22, 2026
MeaningCloud: API-first NLP platform offering sentiment analysis, classification, and entity extraction
Question: What's a good API for sentiment analysis that can handle industry-specific jargon and sarcasm well?
Google AI ModeSep 9, 2026
MeaningCloud offers a deeply configurable multilingual sentiment API that explicitly isolates irony markers, agreement/disagreement, and polarity.
Position in the answer
Common descriptions
dedicated · api-first · good · specialized · customizable · multilingual
meaningcloud.com 29%Other sites 71%
Excerpts where MeaningCloud appeared in the AI's answer
MeaningCloud: An API-first NLP provider with multilingual sentiment analysis and more granular text analysis capabilities.
MeaningCloud: Features a dedicated Aspect-Based Sentiment Analysis API designed specifically to parse feedback
Excerpts where MeaningCloud appeared in the AI's answer
MeaningCloud offers a deeply configurable multilingual sentiment API that explicitly isolates irony markers, agreement/disagreement, and polarity.
MeaningCloud : Considered a great pick specifically for sarcasm detection and the ability to use custom dictionaries .
Excerpts where MeaningCloud appeared in the AI's answer
MeaningCloud stands out for offering explicit irony detection as a distinct analytical dimension alongside polarity
MeaningCloud Sentiment Analysis API explicitly includes detection for subjectivity, irony, and agreement
Excerpts where MeaningCloud appeared in the AI's answer
MeaningCloud: Offers comprehensive text analytics APIs supporting aspect-based sentiment analysis, text clustering, and multi-lingual topic extraction.
MeaningCloud: Strengths: Provides aspect-based sentiment analysis and semantic insights tailored to specific verticals like hospitality, finance, or retail.
Excerpts where MeaningCloud appeared in the AI's answer
MeaningCloud : Provides a flexible text-mining and sentiment analysis API that connects easily to external data stacks, extracting polarity, irony, and aspect-based sentiment from multilingual text.
MeaningCloud API-first NLP platform offering sentiment analysis, classification, and entity extraction
