Google AI ModeAug 1, 2026
Luminoso : Utilizing advanced semantic vector spaces and concept extraction, Luminoso excels at understanding unstructured user-generated text, slang, and shifting social nuances
Data as of Oct 14, 2026Based on 40,851 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Luminoso is an experience management software platform that analyzes customer feedback to understand meaning rather than keywords.
<1%
of 40,851 answers across Luminoso’s markets · since Jul 5
The market map
Social Media Sentiment Analysis ToolsMentioned in
Share of answers in Social Media Sentiment Analysis Tools each week · 179 answers since Jul 6
Each engine’s share of its own answers across Luminoso’s markets · since Jul 5
Where Luminoso ranks in AI
Question: We use a customer feedback tool. Who offers a text analytics integration to analyze sentiment?
ChatGPT SearchJul 4, 2026
Luminoso Technologies offers AI-powered text analytics for survey comments, reviews, support tickets, and other unstructured customer feedback.
Question: Our customer sentiment analysis fails on sarcasm. Who offers affective computing models trained on social media nuance?
Google AI ModeJul 28, 2026
Luminoso : A provider of text analytics tools, often cited in academic reviews as capable of tracking public opinion and capturing nuanced, implicit sentiment, often used for understanding social media and customer feedback.
luminoso.com 27%Other sites 73%
Excerpts where Luminoso appeared in the AI's answer
Luminoso : Utilizing advanced semantic vector spaces and concept extraction, Luminoso excels at understanding unstructured user-generated text, slang, and shifting social nuances
Luminoso : A provider of text analytics tools, often cited in academic reviews as capable of tracking public opinion and capturing nuanced, implicit sentiment, often used for understanding social media and customer feedback.
Excerpts where Luminoso appeared in the AI's answer
Luminoso : Uses AI and natural language understanding (NLU) to identify themes and sentiment in open-ended survey responses.