Linguistic Extractor

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Welcome to the Linguistic Extractor Platform!

The Linguistic Extractor Platform (LXApp) offers state-of-the-art text analytics solutions, developed through rigorous academic research. Powered by advanced large language models (LLMs), LXApp enables researchers and professionals to extract, quantify, and interpret key marketing-relevant themes and topics from consumer-generated text with precision, reliability, and scalability.

LX Consumer Insights

LX Consumer Insights is built on Llama 3.5 to provide a systematic and replicable approach to quantifying key psychological and marketing themes in consumer texts.

Key Themes:

  • ● Consumer Emotions - Measures 16 distinct consumer emotions from text-based expressions.
  • ● Trust & Commitment - Measures consumer relational perceptions with products and services.
  • ● Recommendation - Measures consumers recommendation likelihood.
  • ● Sentiment - Measures consumer sentiment toward products and services.

LX Topic Insights

LX Topic Insights leverages the latest LLM-ITL approach, integrating neural topic modeling and large-scale text mining techniques to uncover latent themes in consumer texts.

  • ● Thematic Discovery - Identifies emerging trends and hidden themes within large-scale textual data.
  • ● Semantic Coherence - Generates clear, interpretable, and semantically rich topic representations.
  • ● Scalable Processing - Supports analysis of large text corpora, ensuring robust qualitative and quantitative insights.

Built on the latest neural topic modelling research, LX Topic Insights is ideal for researchers seeking to uncover thematic structures in texts, enabling further in-depth statistical analysis and comprehensive market overviews.

Why Choose These Tools?

LXApps offer one-click, research-backed solutions for both academic and applied marketing research, enabling scholars and industry professionals to extract empirical, theory-driven insights from unstructured consumer data.

  • ● For Academics - Facilitates hypothesis testing, theory validation, and advanced text analytics in marketing, psychology, and consumer research.
  • ● For Professionals - Provides data-driven insights for market segmentation, trend analysis, and strategic decision-making.

Peer-Reviewed Research Supporting LXApp

Our methodologies are academically validated and peer-reviewed. Explore the foundational research behind the LXApps:

Get Started with the the LXApps Today!

Advance your research with state-of-the-art LLM-powered text analytics. Upload your dataset and try LX Consumer Insights here or LX Topic Insights here now.