--- title: Semantria Reviews meta_title: 'Semantria Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Semantria works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 8 scale: '5' date_modified: '2026-09-28' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Semantria Reviews **Vendor:** Lexalytics **Category:** [Text Analysis Software](https://www.g2.com/categories/text-analysis) **Average Rating:** 4.4/5.0 **Total Reviews:** 8 ## About Semantria Semantria is a flexible cloud-based text analytics and natural language processing API that adds Sentiment Analysis, Entity Recognition, Categorization, Theme Analysis, Intention Detection and Summarization capabilities to your enterprise business intelligence infrastructure or to your own data analytics product. ## Semantria Pros & Cons Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users value the **transformative AI technology** of Semantria for making text data impactful in business decisions. (1 reviews) - Users find that Semantria offers **effective data visualization** , transforming text data into impactful business insights. (1 reviews) - Users appreciate the **ease of usability** of Semantria, enabling effective transformation of text data for informed business decisions. (1 reviews) - Users value the **NLP capabilities** of Semantria for transforming text data into impactful business insights. (1 reviews) **What users dislike:** - Users note that **accuracy issues** occasionally arise, despite the product generally performing well. (1 reviews) ## Semantria Reviews ### 1. Semantria - A great tool to analyze text ! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** November 19, 2024 **What do you like best about Semantria?** It helps in transforming the text data into a meaningful view that helps to impact key business decisions. Unstructured data stored in form mainly of text can be transformed using LLMs and it supports human conversation text as well. Ease of usability. **What do you dislike about Semantria?** Sometimes accuracy might be an issue. Although it is working fine **What problems is Semantria solving and how is that benefiting you?** Helps in understanding our internal stakeholders' data to analyze the textual answers in survey questions. ### 2. Benefits of Semantria **Rating:** 5.0/5.0 stars **Reviewed by:** Sikander S. | Client Reporting Specialist, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** April 25, 2024 **What do you like best about Semantria?** One of the best aspects of Semantria is its powerful natural language processing capabilities, which allow it to accurately analyze and understand the meaning and sentiment behind text data **What do you dislike about Semantria?** One potential disadvantage of Semantria, like many text analytics platforms, is that its accuracy can vary depending on the complexity of the text and the nuances of language. **What problems is Semantria solving and how is that benefiting you?** Semantria can track mentions of a brand across different online platforms, allowing businesses to monitor their reputation, identify emerging trends, and respond promptly to customer feedback or concerns. ### 3. You can structure the raw data into valuable insights **Rating:** 4.5/5.0 stars **Reviewed by:** Dipika C. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** November 27, 2023 **What do you like best about Semantria?** I can deploy it however I want like on premises, on cloud or even in hybrid. Also the machine learning processing the data is making my daily tasks super easy! **What do you dislike about Semantria?** As I am still implementing it in the system so I don't have any dislikes. **What problems is Semantria solving and how is that benefiting you?** The raw content to structured insights is really helping me out. Also the insights help me present significant data to the management. ### 4. Semantria Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** November 21, 2023 **What do you like best about Semantria?** The best thing about Semantria tool which I like most is its robust sentiments analysis capabilities. It excels in understanding and extracting sentiments from textual context and its one of the efficient tool I came across till now. **What do you dislike about Semantria?** There is nothing much to dislike about Semantria but at initial level user may find issues in navigating across the tool so as per my advice there is little bit of work required on User experience. **What problems is Semantria solving and how is that benefiting you?** Semantria solving many major problems regarding contextual text analysis like it benefit businesses and individuals by automating the process of extracting insights from large volumes of textual data. ### 5. Deep learning **Rating:** 4.0/5.0 stars **Reviewed by:** Guruprasanth V. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** November 14, 2023 **What do you like best about Semantria?** Semantria pays a way to learn more on deep learning of AI and the cloud architecture **What do you dislike about Semantria?** Nothing all works well and everything is working fine **What problems is Semantria solving and how is that benefiting you?** In analysis of the cloud architecture and in adoption of the next level Linux and networking. ### 6. Semantria - Test & Sentiment Analysis Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Arts and Crafts | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** November 17, 2023 **What do you like best about Semantria?** The best I like about Semantria is test and sentiment analysis capabilities. It has high accuracy in sentiment analysis, entity recognition etc. **What do you dislike about Semantria?** I feel customization will be difficult to users who don't have knowledge in Machine Learning. **What problems is Semantria solving and how is that benefiting you?** It will solve issues like Brand Monitoring, customer feedback analysis etc. ### 7. Best tool for Sentiment Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through Google using a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** October 13, 2021 **What do you like best about Semantria?** Reliable and Actionable Insights and Customizable Features. **What do you dislike about Semantria?** Tuning is a quite different and the interface reporting is not very easy **What problems is Semantria solving and how is that benefiting you?** Sentiment analysis of customers or leads acquired over time. ### 8. LexAlytics & Sentiment Scoring: Better than most **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 14, 2018 **What do you like best about Semantria?** I evaluated seven sentiment vendors, and found Semantria to be the best at scoring sentiment. This was for retail. In addition, I like that you can adjust the phrases to score the sentiment more positive or negative. Some phrases are clearly negative for some industries. The word "honor" for example may be deemed a positive word, but for retail, it's often in a negative context. With this engine, you can push this phrase along with another words that are within X proximity to be more negative. For example, "honor your price matching!" Or , "honor your agreements!", is often customers complaining in retail and you can polarize that to be more negative. I think their sentiment scoring is more accurate than their competitors. **What do you dislike about Semantria?** The phrase/entity engine needs to be built out more. **What problems is Semantria solving and how is that benefiting you?** We are able to get to customer complaints quickly and service those customers first. ## Semantria Discussions - [What is Semantria used for?](https://www.g2.com/discussions/what-is-semantria-used-for) - [View Semantria pricing details and edition comparison](https://www.g2.com/products/semantria/reviews?section=pricing&secure%5Bexpires_at%5D=2026-10-04+16%3A19%3A44+-0500&secure%5Bsession_id%5D=aaabb16e-6365-483f-ac8d-1844014fc46e&secure%5Btoken%5D=0f302e58912a52506f396ee9be30ea388f4e88fa7343d6804b015b6af14039a0&format=llm_user) ## Semantria Features **Setup** - Integration - Maintenance - No-Code - Third-Party Integrations **Data** - Security - Data Visualization - Real-Time Data - Visual Analytics **Analysis** - Automation - Named entity recognition - Keyphrase Extraction - Topic Analysis - Sentiment Analysis - Language Identification - Syntax/Part of Speech Parsing - Multi-Language - Trend Analysis - Text Analysis - Qualitative Comparative Analysis - Statistical Analysis - User Research Analysis - Ad hoc Analysis - Quantitative Analysis **Customization** - Pre-Built Parameterization - Custom Extension - Compositionality **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Additional Functionality** - Monitoring - Activity Tracking - Data Collection - Access Controls/Permissions - Predictive Analytics - Computer Assisted Coding - Activity Dashboard - Real-Time Analytics - AI Copilot - Reporting & Statistics - Data Import/Export - Mixed Methods Research - Website Analytics - Multimedia Support - Media Analytics - Categorization/Grouping - Data Storage Management - Feedback Management - Tagging - Collaboration Tools - Single Sign On - Drag & Drop - Annotations - Customizable Branding - Data Coding - Multiple Data Sources - API - Search/Filter - Customizable Reports ## Top Semantria Alternatives - [Rapidminer AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - 4.6/5.0 (513 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - 4.3/5.0 (778 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - 4.3/5.0 (521 reviews)