Lexalytics vs Medallia Comparison: Reviews, Features, Pricing & Alternatives in 2026

Detailed side-by-side comparison to help you choose the right solution for your team

Updated May 2026 8 min read

Lexalytics

0.0 (0 reviews)

Lexalytics is a comprehensive text analytics software that transforms unstructured data into actionable insights using advanced natural language processing and machine learning to help you understand customer sentiment and trends.

Starting at --
Free Trial NO FREE TRIAL
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Medallia

0.0 (0 reviews)

Medallia is an enterprise experience management platform that captures customer and employee signals across all channels to provide real-time insights and automated actions for improving brand loyalty.

Starting at --
Free Trial NO FREE TRIAL

Quick Comparison

Feature Lexalytics Medallia
Website lexalytics.com medallia.com
Pricing Model Custom Custom
Starting Price Custom Pricing Custom Pricing
FREE Trial ✘ No free trial ✘ No free trial
Free Plan ✘ No free plan ✘ No free plan
Product Demo ✓ Request demo here ✓ Request demo here
Deployment saas on-premise saas mobile
Integrations Microsoft Excel Tableau RapidMiner Alteryx Social Studio Power BI Salesforce Adobe Experience Cloud ServiceNow Slack Microsoft Teams Zendesk Oracle Workday Marketo Tableau
Target Users mid-market enterprise mid-market enterprise
Target Industries
Customer Count 0 0
Founded Year 2003 2001
Headquarters Amherst, USA San Francisco, USA

Overview

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Lexalytics

Lexalytics provides you with the tools to make sense of the massive amounts of unstructured text your business generates every day. Whether you are analyzing social media comments, customer surveys, or internal documents, the platform uses sophisticated natural language processing to extract sentiment, themes, and entities. You can uncover the 'why' behind customer behaviors and identify emerging market trends before your competitors do.

The platform is designed for data-heavy organizations that need granular control over their linguistics engine. You can customize industry-specific dictionaries and tuning parameters to ensure the highest accuracy for your unique business context. By automating the analysis of millions of documents, you save hundreds of hours of manual coding while gaining a deeper, data-driven understanding of your brand's health and reputation.

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Medallia

Medallia helps you understand and improve every interaction people have with your brand. By capturing feedback across text, voice, video, and digital channels, you can see exactly where your customer experience excels or falls short. The platform uses artificial intelligence to analyze millions of data points in real-time, automatically identifying trends and predicting future behavior so you can stay ahead of customer needs.

You can empower your entire team—from the front line to the C-suite—with personalized dashboards that show relevant insights for their specific roles. Whether you are looking to reduce customer churn, boost employee engagement, or optimize digital products, the software provides the tools to close the loop and take meaningful action. It is designed for large organizations that need to manage complex experience programs at a global scale.

Overview

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Lexalytics Features

  • Sentiment Analysis Determine the emotional tone of any text so you can quickly identify happy customers or escalating PR crises.
  • Named Entity Recognition Automatically extract people, places, and brands from your documents to see exactly who and what people are discussing.
  • Theme Extraction Identify the underlying topics and concepts within your data without having to pre-define keywords or categories manually.
  • Intention Analysis Discover the intent behind a piece of text, such as whether a customer is looking to buy, quit, or complain.
  • Customizable Dictionaries Fine-tune the engine with your own industry jargon and brand-specific terms to ensure your analysis is always relevant.
  • Multilingual Support Analyze text in over 20 languages natively, allowing you to maintain a global perspective on your brand's performance.
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Medallia Features

  • Omnichannel Capture. Collect feedback from your customers wherever they are, including email, SMS, mobile apps, web, and even physical locations.
  • Athena AI. Uncover hidden patterns in your data with built-in artificial intelligence that predicts customer behavior and identifies high-impact issues.
  • Text Analytics. Analyze unstructured text from reviews and social media to understand the sentiment and themes behind what people are saying.
  • Video Feedback. Capture the emotion and context of customer experiences through video submissions that bring your data to life for stakeholders.
  • Action Management. Route critical feedback automatically to the right team members so you can resolve issues and close the loop quickly.
  • Experience Orchestration. Personalize customer journeys in real-time by triggering specific actions based on the feedback and signals you receive.

Pricing Comparison

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Lexalytics Pricing

M

Medallia Pricing

Pros & Cons

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Lexalytics

Pros

  • Highly accurate sentiment scoring across various industries
  • Deep customization options for complex linguistic requirements
  • Fast processing speeds for large-scale data sets
  • Excellent technical support from knowledgeable linguistics experts

Cons

  • Steep learning curve for non-technical users
  • Initial configuration and tuning requires significant time
  • Pricing is high for small businesses or startups
A

Medallia

Pros

  • Powerful real-time data processing for large organizations
  • Highly customizable dashboards for different user roles
  • Excellent sentiment analysis for unstructured text data
  • Strong mobile app for monitoring feedback on-the-go

Cons

  • Significant time investment required for initial setup
  • High price point geared toward enterprise budgets
  • Interface can feel complex for non-technical users
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