# Best Text Analysis Software - Page 5

## How Many Text Analysis Software Products Does G2 Track?

**Total Products under this Category:** 191

### Category Stats (Aug 2026)

- **Average Rating:** 4.51/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** EdgeTier (+1.49%) - Among all products in this category, EdgeTier recorded the largest rating increase compared to last month

_Last updated: August 05, 2026_

## How Does G2 Rank Text Analysis Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 5,400+ Authentic Reviews
- 191+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Text Analysis Software
 ![G2 Grid® for Text Analysis Software plotting products by satisfaction and market presence](https://www.g2.com/categories/text-analysis/grids.png?focus%5B%5D=21472&focus%5B%5D=1327283&focus%5B%5D=52116&focus%5B%5D=19895&focus%5B%5D=113977&focus%5B%5D=156788&focus%5B%5D=168405&focus%5B%5D=170171)

Highlighted products: Google Cloud Natural Language API, SAS Viya, Amazon Comprehend, Chattermill, Google Cloud AutoML Natural Language, Caplena, Birdie, and Canvs.

Underlying data: [Grid® JSON](https://www.g2.com/categories/text-analysis/grids.json?focus%5B%5D=google-cloud-natural-language-api&focus%5B%5D=sas-sas-viya&focus%5B%5D=amazon-comprehend&focus%5B%5D=chattermill&focus%5B%5D=google-cloud-automl-natural-language&focus%5B%5D=caplena&focus%5B%5D=birdie-ai-birdie&focus%5B%5D=canvs-ai-canvs)

**Sponsored**

### EdgeTier

Are you tired of excel sheets, pivot tables, reading transcripts, filling QA forms, building custom dashboards, to find answers to "what is going on in my contact centre"? You've come to the right place. The EdgeTier Conversational Intelligence and Support Platform helps Customer Support teams uncover the missed insights in their support and survey messages, react faster to emerging customer issues, and have the data they need at their fingertips to make decisions, positioning the contact centre as a strategic hub of insights for the entire company. Global Brands like Abercrombie & Fitch, CarTrawler, TUI Travel, and Ryanair use EdgeTier to process millions of customer messages, boost NPS, CSAT and first contact resolution scores, as well as improve overall efficiency. Having 24/7 insights into customer attitudes, helps you understand customer issues, detect emerging conversational trends in real time, and improve agent performance. Key functionality: - Real-time integrations with every customer contact centre system - Proactive AI alerting with real time detection of unforeseen customer issues - Automated Agent QA performance reports and analysis - Automatic tagging of customer messages and surveys - Get real-time alerts for critical customer interactions (set up in advance) - Sentiment analysis and emotion detection of all your customer and agent interactions - Real-time reporting and KPI analysis - AI assisted chat and email handling EdgeTier seamlessly integrates with existing customer support systems without needing any IT time, and monitors customer conversations 24/7 in multilingual environments, as well as providing prompts to support agents speaking to customers.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1260&secure%5Bchosen_at%5D=2026-08-11T23%3A01%3A07Z&secure%5Bdisplayable_resource_id%5D=1260&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1260&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=115228&secure%5Bresource_id%5D=1260&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Ftext-analysis%3FhsCtaTracking%3D0466d63b-e137-468e-926b-8f27d5b70b33%257Cf8fa34a6-32ac-442f-8d17-985e79f82193%26page%3D5&secure%5Btoken%5D=b5aff10f5cf1bdeadad8245d67a8a91b85e9669ce22e6ba58aa4078f4302983f&secure%5Burl%5D=https%3A%2F%2Fwww.edgetier.com%2Fcustomer-conversation-analytics%3Futm_source%3Dg2%26utm_medium%3Dpaid%26utm_campaign%3Dg2-contact-center-2026&secure%5Burl_type%5D=custom_url)

### [Deep Talk](https://www.g2.com/products/deep-talk/reviews)

Analyzing customer and employee feedback has never been easier with Deep Talk. With just a few clicks, you can turn any text, including surveys, reviews, chats, and emails, into powerful data. This tool allows you to classify and categorize the feedback, determine the sentiment, and gain insight into the NPS and CSAT scores.

**Average Rating:** 4.4/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Deep Talk?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Deep Talk?

- **Seller:** [Deep Talk](https://www.g2.com/sellers/deep-talk)
- **Year Founded:** 2020
- **HQ Location:** Paris, FR
- **Twitter:** @DeepTalkAI  
190 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9a8ca739a84e968db28357343e022426847b5022a54689e212b90c896339694a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdeep-talk%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Small, 25% Medium

#### What Do G2 Reviewers Say About Deep Talk?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **incredible accuracy** of Deep Talk, enhancing productivity and streamlining text-to-business data conversion.
- Users love the **time-saving accuracy** of Deep Talk, significantly boosting their productivity in handling business data.
- Users love the **accurate text-to-business data conversion** , which significantly boosts productivity and saves time.
- Users value the **speed** of Deep Talk, enhancing productivity with accurate text-to-business data conversion.
- Users value the **time-saving accuracy** of Deep Talk, enhancing productivity in converting text to business data.

##### Cons

- Users note a **lack of specificity** in Deep Talk, as it sometimes misses local language nuances and idioms.
- Users experience **language limitations** with Deep Talk, affecting understanding of local idioms and phrases crucial for business communication.
- Users report that **limited language support** leads to missed idioms and phrases, potentially harming business communication.
- Users report that Deep Talk often misses **local language features** , which can significantly affect communication and business outcomes.
- Users encounter **poor understanding** of local language nuances in Deep Talk, which may negatively affect their business communication.

#### What Are Recent G2 Reviews of Deep Talk?

**["AI to analysis our recourses"](https://www.g2.com/survey_responses/deep-talk-review-7494346)**

**Rating:** 4.5/5.0 stars

_— Hitesh T._

[Read full review](https://www.g2.com/survey_responses/deep-talk-review-7494346)

**["Great intelligence on my text data. Gave me lots of insights on my clients"](https://www.g2.com/survey_responses/deep-talk-review-7440572)**

**Rating:** 4.0/5.0 stars

_— Verified User in Professional Training & Coaching_

[Read full review](https://www.g2.com/survey_responses/deep-talk-review-7440572)

### [iManage Enrichment](https://www.g2.com/products/imanage-enrichment/reviews)

iManage AI Enrichment is an advanced solution designed to automate document classification and data extraction, establishing a robust foundation for AI-driven knowledge management. By leveraging over 70 pre-trained document classification models, it accurately identifies document types, extracts key information points, and associates this data with the respective files. This process enhances search accuracy and boosts productivity by ensuring that critical information is readily accessible and properly categorized. Key Features and Functionality: - Automated Document Classification: Utilizes pre-trained models to automatically identify and categorize documents by type, streamlining content organization. - Data Extraction: Extracts essential information from documents and associates it with the respective files, facilitating more precise and efficient searches. - Enhanced Search Capabilities: Improves search accuracy by providing contextual data, enabling users to locate information more effectively. - Scalability: Operates automatically and at scale, analyzing and classifying both existing and new documents without additional input from users. - Security and Governance: Maintains the security and governance protections of the iManage platform, ensuring that data processed by AI remains secure and compliant. Primary Value and Problem Solved: iManage AI Enrichment addresses the challenge of managing vast amounts of unstructured data by automating the classification and enrichment of documents. This automation reduces manual effort, minimizes errors, and enhances the overall quality and value of an organization's saved documents. By enabling natural-language search and delivering more actionable results, it empowers professionals to focus on higher-value activities that drive business outcomes, thereby boosting productivity and leveraging organizational knowledge more effectively.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate iManage Enrichment?

- **Custom Extension:** 8.9/10 (Category avg: 8.2/10)
- **Compositionality:** 9.4/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.9/10 (Category avg: 8.3/10)

#### Who Is the Company Behind iManage Enrichment?

- **Seller:** [iManage](https://www.g2.com/sellers/imanage)
- **Year Founded:** 2015
- **HQ Location:** Chicago, Illinois
- **Twitter:** @imanageinc  
2,763 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1274ff930e8314efce43756c991b1ced030e058d8e935e6077246b0b8b4b38f2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4526%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,310 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Medium, 25% Small

#### What Are Recent G2 Reviews of iManage Enrichment?

**["Simpler and more efficient document search and governance."](https://www.g2.com/survey_responses/imanage-enrichment-review-12700374)**

**Rating:** 5.0/5.0 stars

_— Verified User in Legal Services_

[Read full review](https://www.g2.com/survey_responses/imanage-enrichment-review-12700374)

**["Intelligent Automation for Legal Documents"](https://www.g2.com/survey_responses/imanage-enrichment-review-12039588)**

**Rating:** 5.0/5.0 stars

_— Verified User in Legal Services_

[Read full review](https://www.g2.com/survey_responses/imanage-enrichment-review-12039588)

### [InMoment Experience Improvement (XI) Platform](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews)

InMoment, the leader in improving experiences and the highest recommended CX platform and services company in the world is renowned for helping clients collect and integrate customer experience data to uncover the insights that enable the smartest actions. As the pace setters in applying award-winning AI, its global clients activate every byte of their experience data—from structured surveys and social reviews to unstructured conversations from call logs, emails, support tickets, and chat transcripts to breakdown data silos. This unique technology combined with in-house industry experts empower brands to gain ROI from their CX programs in half the time as its competitors. Unlock the true potential of every piece of customer data with InMoment. To learn more, visit inmoment.com

**Average Rating:** 4.7/5.0

**Total Reviews:** 314

#### How Do G2 Users Rate InMoment Experience Improvement (XI) Platform?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10)

#### Who Is the Company Behind InMoment Experience Improvement (XI) Platform?

- **Seller:** [PG Forsta](https://www.g2.com/sellers/pg-forsta)
- **HQ Location:** Salt Lake City, Utah
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e56037fcec61d213a1f4229eb926938e0c1373395be6ee138691fc922b14a1dc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fweareinmoment%2F&secure%5Burl_type%5D=linkedin_company_website)  
411 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Customer Success Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Small, 39% Medium

#### What Are Recent G2 Reviews of InMoment Experience Improvement (XI) Platform?

**["Easy to use tools. Supportive Visionary Staff."](https://www.g2.com/survey_responses/inmoment-experience-improvement-xi-platform-review-9832822)**

**Rating:** 5.0/5.0 stars

_— Beth W._

[Read full review](https://www.g2.com/survey_responses/inmoment-experience-improvement-xi-platform-review-9832822)

**["Seamless integration with POS for survey"](https://www.g2.com/survey_responses/inmoment-experience-improvement-xi-platform-review-9337685)**

**Rating:** 5.0/5.0 stars

_— Lakshay D._

[Read full review](https://www.g2.com/survey_responses/inmoment-experience-improvement-xi-platform-review-9337685)

#### What Are G2 Users Discussing About InMoment Experience Improvement (XI) Platform?

- [What is InMoment Experience Intelligence (XI) Platform used for?](https://www.g2.com/discussions/what-is-inmoment-experience-intelligence-xi-platform-used-for)

### [Loris](https://www.g2.com/products/loris/reviews)

Transform customer interactions into opportunities for insight, optimization & growth. Automate time-consuming customer service and conversation review processes without compromising accuracy, using deep customer experience domain expertise and a library of AI models trained on millions of real customer service conversations. - Customer Insights: Uncover why customers are frustrated, understand the needs hidden in every conversation, and create solutions to improve not only your customer experience, but also your company strategy. Instantly and all in one place. - Quality Assurance: Stop subjective assessment, listening to long call recordings, and juggling multiple systems. Create consistency at every part of your QA process, automating conversation scoring, streamlining agent coaching, and measuring performance trends at all levels of your organization. - Agent Co-Pilot: Guide agents in live customer conversations, using best practice workflows and real-time sentiment analysis to give the right answer, at the right time. Improve policy compliance, customer satisfaction, and agent ramp time with more predictable interactions, delivered by agents and powered by AI.

**Average Rating:** 4.8/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Loris?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10)

#### Who Is the Company Behind Loris?

- **Seller:** [Loris](https://www.g2.com/sellers/loris)
- **Year Founded:** 2018
- **HQ Location:** New York, US
- **Twitter:** @loris\_ai  
231 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c2f159670cae332452c0cf193adf2edd558f66086666785f8a487102321203de&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11465498&secure%5Burl_type%5D=linkedin_company_website)  
62 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 73% Medium, 18% Large

#### What Are Recent G2 Reviews of Loris?

**["Great Support & Customizable"](https://www.g2.com/survey_responses/loris-review-8579430)**

**Rating:** 4.0/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/loris-review-8579430)

**["Loris review"](https://www.g2.com/survey_responses/loris-review-7319902)**

**Rating:** 5.0/5.0 stars

_— Enis H._

[Read full review](https://www.g2.com/survey_responses/loris-review-7319902)

### [MeaningCloud](https://www.g2.com/products/meaningcloud/reviews)

MeaningCloud provides software and services for automatic extraction of insights from unstructured information sources.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4

#### Who Is the Company Behind MeaningCloud?

- **Seller:** [MeaningCloud](https://www.g2.com/sellers/meaningcloud)
- **Year Founded:** 1998
- **HQ Location:** New York, US
- **Twitter:** @MeaningCloud  
835 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4acfbc471363550fe04ec42a1f21772b92bfb93ef3a8626dd67280c40458620f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmeaningcloud&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Small, 25% Medium

#### What Are Recent G2 Reviews of MeaningCloud?

**["Completely guided API integration platform"](https://www.g2.com/survey_responses/meaningcloud-review-7196881)**

**Rating:** 4.5/5.0 stars

_— Sasank G._

[Read full review](https://www.g2.com/survey_responses/meaningcloud-review-7196881)

**["Powerful tool for text analysis"](https://www.g2.com/survey_responses/meaningcloud-review-8298561)**

**Rating:** 4.5/5.0 stars

_— Chiru Kumar R._

[Read full review](https://www.g2.com/survey_responses/meaningcloud-review-8298561)

#### What Are G2 Users Discussing About MeaningCloud?

- [What is MeaningCloud used for?](https://www.g2.com/discussions/what-is-meaningcloud-used-for)

### [QuData](https://www.g2.com/products/qudata/reviews)

QuData's core areas of competency are Conversational AI (speech recognition, dialogue systems, voice assistants); natural language understanding; image analysis (image classification and segmentation, object/face detection); customer behaviour analysis. The company's team of programmers and data scientists successfully implemented a number of projects for its business partners. Qudata's researchers also work on innovative approaches to artificial general intelligence.

**Average Rating:** 4.8/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate QuData?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Custom Extension:** 6.7/10 (Category avg: 8.2/10)
- **Compositionality:** 8.3/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.9/10 (Category avg: 8.3/10)

#### Who Is the Company Behind QuData?

- **Seller:** [Qudata](https://www.g2.com/sellers/qudata)
- **Year Founded:** 2018
- **HQ Location:** Dnipro, UA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=92659de37cf856938cd232b3783fcfd47009ebf25588d3b2ffbcfdefc9721dbc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqudata-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Medium, 25% Small

#### What Are Recent G2 Reviews of QuData?

**["Easy to use and understand"](https://www.g2.com/survey_responses/qudata-review-8284951)**

**Rating:** 4.0/5.0 stars

_— Arda A._

[Read full review](https://www.g2.com/survey_responses/qudata-review-8284951)

**["Really useful and powerful software"](https://www.g2.com/survey_responses/qudata-review-8316145)**

**Rating:** 5.0/5.0 stars

_— Robert N._

[Read full review](https://www.g2.com/survey_responses/qudata-review-8316145)

### [Bytesview](https://www.g2.com/products/bytesview/reviews)

BytesView is an machine learning and NLP-based paid text analysis tool that can help you analyze and extract actionable insights from unstructured text. BytesView also offers various text analysis models that can help you identify and extract relevant information from extensive volumes of textual data.

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### Who Is the Company Behind Bytesview?

- **Seller:** [Algodommedia](https://www.g2.com/sellers/algodommedia)
- **Year Founded:** 2019
- **HQ Location:** Noida, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=76fdf6871ae5282f7a92bced1a3fdd979d0283ad491293932e3c108a31ef52fd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falgodommedia&secure%5Burl_type%5D=linkedin_company_website)  
39 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of Bytesview?

**["Amazing voice of employee solution"](https://www.g2.com/survey_responses/bytesview-review-4832380)**

**Rating:** 5.0/5.0 stars

_— Amara L._

[Read full review](https://www.g2.com/survey_responses/bytesview-review-4832380)

**["Gain valuable insights"](https://www.g2.com/survey_responses/bytesview-review-4890307)**

**Rating:** 5.0/5.0 stars

_— Aditi G._

[Read full review](https://www.g2.com/survey_responses/bytesview-review-4890307)

#### What Are G2 Users Discussing About Bytesview?

- [What is Bytesview used for?](https://www.g2.com/discussions/what-is-bytesview-used-for)

### [Cotera OS](https://www.g2.com/products/cotera-os/reviews)

Cotera is the fastest way to build an AI agent. With Cotera, top teams (like Bilt Rewards, Coterie, Peloton, and Skims) are building AI agents and workflows, automating their complex, high-frequency tasks & processes, saving time and driving major gains on the balance sheet and with customer experiences. Create an agent by typing instructions like you would to a co-worker. Then give it access to hundreds of tools, and watch it work. With first-of-its-kind controls, you not only get an extremely EASY TO USE platform, but: - consistent results - can see what your agent did and why - can set cost controls on agents and processes

**Average Rating:** 4.8/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Cotera OS?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Custom Extension:** 10.0/10 (Category avg: 8.2/10)
- **Compositionality:** 10.0/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 10.0/10 (Category avg: 8.3/10)

#### Who Is the Company Behind Cotera OS?

- **Seller:** [Cotera](https://www.g2.com/sellers/cotera)
- **Year Founded:** 2022
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe93109e955fa6e2d34f66b6c82d616fa60a463cb8a0094d58d0a1286671e8ac&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcoterahq%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Do G2 Reviewers Say About Cotera OS?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **customer insights** from Cotera OS, enabling real-time data aggregation for improved operations and decision-making.
- Users praise Cotera OS for its **automation capabilities** that significantly enhance efficiency and streamline workflows across departments.
- Users praise the **phenomenal customer support** from Cotera, highlighting their effectiveness in resolving major initiatives and issues.
- Users praise Cotera OS for its **efficient data management** , enabling real-time insights and enhancing team collaboration.
- Users find **setup easy and quick** with Cotera OS, enabling seamless integration and efficient team collaboration.

##### Cons

- Users note that Cotera OS is not fully self-service, relying on a **data scientist for support** during setup.
- Users find the **inadequate AI capabilities** of Cotera OS limit their self-service experience and require additional support.

#### What Are Recent G2 Reviews of Cotera OS?

**["Such a powerful tool"](https://www.g2.com/survey_responses/cotera-os-review-10886216)**

**Rating:** 4.5/5.0 stars

_— Sean C._

[Read full review](https://www.g2.com/survey_responses/cotera-os-review-10886216)

**["Game Changing Tool"](https://www.g2.com/survey_responses/cotera-os-review-10771941)**

**Rating:** 5.0/5.0 stars

_— Taryn O._

[Read full review](https://www.g2.com/survey_responses/cotera-os-review-10771941)

### [DataWalk](https://www.g2.com/products/datawalk/reviews)

DataWalk is an enterprise Graph & AI platform that uncovers complex relationships and knowledge within raw, dispersed data. It transforms this into actionable insights for decision-making by combining: an investigative visual interface for limitless exploration of data and relationships; a powerful engine that automatically detects patterns and anomalies in contextualized data at scale; and an architecture that enables secure, explainable, and high-performance AI adoption. DataWalk is an enterprise Graph & AI platform that uncovers complex relationships and knowledge within raw, dispersed data. It transforms this into actionable insights for decision-making by combining: an investigative visual interface for limitless exploration of data and relationships; a powerful engine that automatically detects patterns and anomalies in contextualized data at scale; and an architecture that enables secure, explainable, and high-performance AI adoption.

**Average Rating:** 4.7/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate DataWalk?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Custom Extension:** 8.9/10 (Category avg: 8.2/10)
- **Compositionality:** 8.9/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.9/10 (Category avg: 8.3/10)

#### Who Is the Company Behind DataWalk?

- **Seller:** [DataWalk](https://www.g2.com/sellers/datawalk)
- **HQ Location:** Redwood City, CA
- **Twitter:** @DataWalk  
1,091 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5df2a17fdb87eb7c9659d868eaf757db210458eb018391e379a16206493820b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatawalk%2F&secure%5Burl_type%5D=linkedin_company_website)  
122 employees on LinkedIn®
- **Ownership:** DAT (WSE)

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of DataWalk?

**["DataWalk is the best way to integrate complex dashboards"](https://www.g2.com/survey_responses/datawalk-review-8553280)**

**Rating:** 5.0/5.0 stars

_— Lisa L._

[Read full review](https://www.g2.com/survey_responses/datawalk-review-8553280)

**["Great analytics tool"](https://www.g2.com/survey_responses/datawalk-review-8477873)**

**Rating:** 4.0/5.0 stars

_— veeresh g._

[Read full review](https://www.g2.com/survey_responses/datawalk-review-8477873)

### [fractal](https://www.g2.com/products/fractal-analytics-fractal/reviews)

Fractal Analytics offers predictive analytics and scoring Solutions for financial services, consumer products, retail and telecom sectors.

**Average Rating:** 4.6/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate fractal?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Custom Extension:** 10.0/10 (Category avg: 8.2/10)
- **Compositionality:** 10.0/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.3/10 (Category avg: 8.3/10)

#### Who Is the Company Behind fractal?

- **Seller:** [Fractal Analytics](https://www.g2.com/sellers/fractal-analytics)
- **Year Founded:** 2000
- **HQ Location:** New York, US
- **Twitter:** @fractalites
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3f3b112dd6c5566adc5fd57759bcad1c7eb8c1822c1e4114b0af9f576bad298e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F26945&secure%5Burl_type%5D=linkedin_company_website)  
6,431 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Medium, 25% Large

#### What Are Recent G2 Reviews of fractal?

**["Unveiling the Hidden Geometry"](https://www.g2.com/survey_responses/fractal-review-8523436)**

**Rating:** 4.5/5.0 stars

_— Manan S._

[Read full review](https://www.g2.com/survey_responses/fractal-review-8523436)

**["Fractal: A leading Predictive Analytics Tool"](https://www.g2.com/survey_responses/fractal-review-8482872)**

**Rating:** 4.5/5.0 stars

_— Praveen K._

[Read full review](https://www.g2.com/survey_responses/fractal-review-8482872)

### [Infinia ML](https://www.g2.com/products/infinia-ml/reviews)

Infinia ML and its IDP platform help customers and partners tackle their most complex document processing challenges. The platform reads and understands document content like a human being, using prebuilt document processing engines to extract the information of interest automatically. Enterprise leaders and technology innovators trust Infinia ML to deliver value for critical document processing and automation challenges across their organization.

**Average Rating:** 4.8/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Infinia ML?

- **Custom Extension:** 10.0/10 (Category avg: 8.2/10)
- **Compositionality:** 9.4/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.3/10 (Category avg: 8.3/10)

#### Who Is the Company Behind Infinia ML?

- **Seller:** [Infinia ML](https://www.g2.com/sellers/infinia-ml)
- **Year Founded:** 2017
- **HQ Location:** Durham, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3b46a4935013f6e3e9133995c9b7bd2c3b9caf29ef13bb60e3c9c9f69c8ddf39&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfiniaml%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Medium, 25% Small

#### What Are Recent G2 Reviews of Infinia ML?

**["Explore In-Depth Of Your Documents Quickly With Infinia ML"](https://www.g2.com/survey_responses/infinia-ml-review-8570330)**

**Rating:** 4.5/5.0 stars

_— Soniya S._

[Read full review](https://www.g2.com/survey_responses/infinia-ml-review-8570330)

**["Revolutionizing Document Processing: Unleashing Efficiency and Insights with Infinia ML"](https://www.g2.com/survey_responses/infinia-ml-review-8309811)**

**Rating:** 5.0/5.0 stars

_— Sumanth R._

[Read full review](https://www.g2.com/survey_responses/infinia-ml-review-8309811)

### [Intellexer Summarizer](https://www.g2.com/products/intellexer-summarizer/reviews)

Intellexer Summarizer receives a source document and passes it to the Intellexer Preformator which extracts plain text (along with text formatting information, headers, links, etc.), detects document structure and language (using Intellexer Language Recognizer). Extracted text is received to the Intellexer Linguistic Processor which provides syntactic and semantic processing. After complete analysis extracted information is passed back to the Intellexer Summarizer for document summary generation

**Average Rating:** 4.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Intellexer Summarizer?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10)
- **Custom Extension:** 7.5/10 (Category avg: 8.2/10)
- **Compositionality:** 6.7/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 7.5/10 (Category avg: 8.3/10)

#### Who Is the Company Behind Intellexer Summarizer?

- **Seller:** [EffectiveSoft](https://www.g2.com/sellers/effectivesoft)
- **Year Founded:** 2003
- **HQ Location:** San Diego, US
- **Twitter:** @EffectiveSoft  
992 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eea0a9699ee19cbfedf3c6fe2767459f520ae05fd9e8dcd657f91f51110468f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feffectivesoft&secure%5Burl_type%5D=linkedin_company_website)  
362 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 67% Small

#### What Are Recent G2 Reviews of Intellexer Summarizer?

**["Quick and easy look at all your work."](https://www.g2.com/survey_responses/intellexer-summarizer-review-9805057)**

**Rating:** 4.5/5.0 stars

_— Manu D._

[Read full review](https://www.g2.com/survey_responses/intellexer-summarizer-review-9805057)

**["Amazing tool"](https://www.g2.com/survey_responses/intellexer-summarizer-review-9838787)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer & Network Security_

[Read full review](https://www.g2.com/survey_responses/intellexer-summarizer-review-9838787)

### [OpenText Data Discovery (Magellan)](https://www.g2.com/products/opentext-data-discovery-magellan/reviews)

OpenText Magellan is a flexible AI and Analytics platform that combines open source machine learning with advanced analytics, enterprise-grade BI, and capabilities to acquire, merge, manage and analyze Big Data and Big Content stored in your Enterprise Information Management systems. Magellan enables machine-assisted decision making, automation, and business optimization.

**Average Rating:** 4.2/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate OpenText Data Discovery (Magellan)?

- **Has the product been a good partner in doing business?:** 7.2/10 (Category avg: 9.0/10)
- **Custom Extension:** 8.3/10 (Category avg: 8.2/10)
- **Compositionality:** 8.3/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.3/10 (Category avg: 8.3/10)

#### Who Is the Company Behind OpenText Data Discovery (Magellan)?

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText  
21,565 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c339a6555764b5ffce77c3df08d6ed9c9b1cb1ee1baeebac8435f0485b7cca5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2709%2F&secure%5Burl_type%5D=linkedin_company_website)  
23,048 employees on LinkedIn®
- **Ownership:** NASDAQ:OTEX

#### Who Uses This Product?

- **Company Size:** 40% Large, 40% Medium

#### What Do G2 Reviewers Say About OpenText Data Discovery (Magellan)?

_AI-generated summary from verified user reviews_

##### Pros

- Users find OpenText Data Discovery (Magellan) **easy to use** , effectively serving their data discovery needs with great features.
- Users value the **unique features** of OpenText Data Discovery, finding it easy to use and highly effective.

##### Cons

- Users struggle with a **slight learning curve** , indicating a need for improved training resources for effective usage.
- Users feel there is a **learning curve due to insufficient training** , impacting effective and efficient use of the application.
- Users note a **lack of guidance** in effectively using OpenText Data Discovery, highlighting a slight learning curve and need for training.
- Users note a **lack of tutorials** , leading to a steep learning curve for effective use of OpenText Data Discovery.
- Users experience a **slight learning curve** with OpenText Data Discovery, suggesting a need for improved training resources.

#### What Are Recent G2 Reviews of OpenText Data Discovery (Magellan)?

**["Very good tool and excellent replacement for actuate"](https://www.g2.com/survey_responses/opentext-data-discovery-magellan-review-4910116)**

**Rating:** 4.0/5.0 stars

_— prateek r._

[Read full review](https://www.g2.com/survey_responses/opentext-data-discovery-magellan-review-4910116)

**["Good Alternative"](https://www.g2.com/survey_responses/opentext-data-discovery-magellan-review-7632139)**

**Rating:** 4.0/5.0 stars

_— Shaharyar A._

[Read full review](https://www.g2.com/survey_responses/opentext-data-discovery-magellan-review-7632139)

#### What Are G2 Users Discussing About OpenText Data Discovery (Magellan)?

- [What is OpenText Integration Center?](https://www.g2.com/discussions/what-is-opentext-integration-center)
- [What is Magellan AI?](https://www.g2.com/discussions/what-is-magellan-ai)
- [What is Magellan data?](https://www.g2.com/discussions/what-is-magellan-data)

### [Rosette](https://www.g2.com/products/rosette/reviews)

Rosette® text analytics is a robust toolkit for processing language, documents, and names. When combined together, they create powerful solutions that deliver insights for better decisions and deeper value for their users. Our customers across the globe, in government, finance, eDiscovery, search, social media, and beyond, depend on Rosette text analytics to analyze massive volumes of data and transform their unstructured text.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Rosette?

- **Custom Extension:** 8.3/10 (Category avg: 8.2/10)
- **Compositionality:** 7.5/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 8.3/10 (Category avg: 8.3/10)

#### Who Is the Company Behind Rosette?

- **Seller:** [Basis Technology](https://www.g2.com/sellers/basis-technology)
- **Year Founded:** 1995
- **HQ Location:** Somerville, US
- **Twitter:** @basistechnology  
2,857 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1eb07555a0803ac9307aa3ab61c897ca06daa8276d9431ef54da99b612b8fc0e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbasis-technology&secure%5Burl_type%5D=linkedin_company_website)  
54 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Large, 33% Small

#### What Are Recent G2 Reviews of Rosette?

**["Rosette is analytics and NLP solution designed to extract meaningful insights from unstructured data"](https://www.g2.com/survey_responses/rosette-review-8923559)**

**Rating:** 5.0/5.0 stars

_— Rohit A._

[Read full review](https://www.g2.com/survey_responses/rosette-review-8923559)

**["What do I think of Rosette?"](https://www.g2.com/survey_responses/rosette-review-8893159)**

**Rating:** 4.0/5.0 stars

_— Jill S._

[Read full review](https://www.g2.com/survey_responses/rosette-review-8893159)

#### What Are G2 Users Discussing About Rosette?

- [What is Rosette used for?](https://www.g2.com/discussions/rosette-what-is-rosette-used-for)
- [What is Rosette used for?](https://www.g2.com/discussions/what-is-rosette-used-for)

### [X Detector](https://www.g2.com/products/x-detector/reviews)

X Detector is an advanced multilingual tool designed to identify content generated by leading AI models. It supports detection of more than a dozen languages with high accuracy. No matter who you are, X Detector provides reliable and precise detection to ensure accurate identification of AI-generated content.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate X Detector?

- **Custom Extension:** 9.4/10 (Category avg: 8.2/10)
- **Compositionality:** 8.9/10 (Category avg: 8.3/10)
- **Pre-Built Parameterization:** 10.0/10 (Category avg: 8.3/10)

#### Who Is the Company Behind X Detector?

- **Seller:** [X Detector](https://www.g2.com/sellers/x-detector)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of X Detector?

**["Identifying factual AI-generated content"](https://www.g2.com/survey_responses/x-detector-review-10237620)**

**Rating:** 4.5/5.0 stars

_— Khem k._

[Read full review](https://www.g2.com/survey_responses/x-detector-review-10237620)

**["Makes AI Use in Text Undetectable"](https://www.g2.com/survey_responses/x-detector-review-10064512)**

**Rating:** 5.0/5.0 stars

_— David R._

[Read full review](https://www.g2.com/survey_responses/x-detector-review-10064512)

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[Browse Text Analysis Themes](/categories/text-analysis/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated October 3, 2024

Text analysis software, also called text analytics or text mining software, helps users gain insights from both structured and unstructured text data using natural language processing (NLP). Such insights include sentiment analysis, key phrases, language, themes and patterns, and entities, among others. These solutions leverage [NLP](https://www.g2.com/categories/natural-language-processing-nlp) and [machine learning](https://www.g2.com/categories/machine-learning) to pull out different insights and provide visual representations of the data for easier interpretation.

Text analysis tools can consume text data from a variety of sources, including emails, phone transcripts, surveys, customer reviews, and other documents. By importing text data from these different sources, businesses are better equipped to understand and analyze customer or employee sentiment, intelligently classify documents, and improve written content. Text analysis software may be used in conjunction with other analytics tools, including [big data analytics](https://www.g2.com/categories/big-data-analytics) and [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms).

To qualify for the Text Analysis category, a product must:

- Import text data from a variety of different data sources
- Use natural language processing to extract insights from the text, including key phrases, language, sentiment, and other patterns
- Provide visualizations for text data

Show More