# Best Text Analysis Software - Page 12

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

**Total Products under this Category:** 215

### Category Stats (Sep 2026)

- **Average Rating:** 4.51/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Google Cloud AutoML Natural Language (+0.98%) - Among all products in this category, Google Cloud AutoML Natural Language recorded the largest rating increase compared to last month

_Last updated: September 01, 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
- 215+ 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=113977&focus%5B%5D=21472&focus%5B%5D=1327283&focus%5B%5D=52116&focus%5B%5D=19895&focus%5B%5D=168405&focus%5B%5D=156788&focus%5B%5D=170171)

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

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

**Sponsored**

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Amazon OpenSearch Service securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like application monitoring, log analytics, observability, and website search. To view more pricing details, please visit https://aws.amazon.com/opensearch-service/pricing. To try Amazon OpenSearch Service free today, please visit: https://aws.amazon.com/free/.

[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=2026-09-02T05%3A49%3A06Z&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=20177&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%3Fpage%3D12&secure%5Btoken%5D=a04c50f1dc2ca7a357a6a8ea7a85093269930ce14a898ad37c56337b017603f1&secure%5Burl%5D=https%3A%2F%2Faws.amazon.com%2Fopensearch-service%2Ffeatures%2Fserverless%2F%3Ftrk%3De8fc5908-35b1-4de0-aeb2-52b1ab2ed4be%26sc_channel%3Ddisplay%2Bads&secure%5Burl_type%5D=custom_url)

### [Intellexer Linguistic Processor](https://www.g2.com/products/intellexer-linguistic-processor/reviews)

Intellexer Linguistic Processor is used to parse the input text and to extract multiple kinds of relations, for example, syntactic (noun phrases, verb phrases, adjectival and adverbial phrases, etc.) and semantic (subject-verb-object; Color, Direction, Degree, Effectiveness, etc.) ones. The output of Linguistic Processor is a semantic tree with certain semantic types of relations assigned to the links between the sentence elements

#### Who Is the Company Behind Intellexer Linguistic Processor?

- **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®

### [Intellexer Sentiment Analyzer](https://www.g2.com/products/intellexer-sentiment-analyzer/reviews)

Intellexer Sentiment Analyzer is a powerful and efficient solution that automatically extracts sentiments (positivity/negativity), opinion objects and emotions (liking, anger, disgust, etc.) from unstructured text information. Besides, Intellexer Sentiment Analyzer can be successfully used for document sentiment classification and review rating prediction tasks

#### Who Is the Company Behind Intellexer Sentiment Analyzer?

- **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®

### [Intelligent API](https://www.g2.com/products/intelligent-api/reviews)

Developers shouldn’t waste time juggling multiple AI APIs just to handle essential tasks like OCR, translation, sentiment analysis, PII redaction, and text summarization. Intelligent API streamlines this process - giving you powerful AI-driven functionality in your apps and APIs without complexity, hidden costs, or runaway expenses. AI-Powered Smart Endpoints 🔹 Document OCR - Extract text from receipts, invoices, identity documents, and more - or generate a summary instantly. 🔹 Language Detection & Translation - Detect the language of any text or translate between 75+ languages effortlessly. 🔹 PII Protection - Identify or redact personally identifiable information (PII) from any text with a single call. 🔹 Text Insights - Analyze sentiment or generate concise summaries from long-form text. 200 Free Credits - Start Instantly, No Strings Attached

#### Who Is the Company Behind Intelligent API?

- **Seller:** [Intelligent API](https://www.g2.com/sellers/intelligent-api)
- **HQ Location:** Cape Town, ZA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eb879f839524d56cbae2a4866956c4f4e83d99d2b51767cee8df55af04de66d5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffullcycletech&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Ipiphany](https://www.g2.com/products/ipiphany/reviews)

Ipiphany by Touchpoint Group is a New Zealand–based AI feedback analytics platform that helps organisations understand why customers feel the way they do. Touchpoint Group has over 20 years of experience in enterprise CX and analytics, serving banks, insurers, telcos, and utilities across New Zealand, Australia, the UK, and North America. Ipiphany automatically analyses millions of customer comments from surveys, app reviews, complaints, and other feedback sources. It uses natural-language processing (NLP) and machine-learning models to identify themes, detect sentiment, and rank the root causes behind satisfaction, churn, and app ratings. Teams use Ipiphany to replace manual tagging with instant, explainable insights. The platform highlights key drivers of CX issues, connects every result to verbatim evidence, and allows users to ask questions in plain English - saving weeks of analysis time and helping teams focus on action, not data wrangling.

#### Who Is the Company Behind Ipiphany?

- **Seller:** [Ipiphany](https://www.g2.com/sellers/ipiphany)
- **Year Founded:** 2000
- **HQ Location:** Parnell, NZ
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad461ac900a2ba5e5381c1a56c11e35480968f0e5d9270bfd1a8707bac97a64b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftouchpointgroup&secure%5Burl_type%5D=linkedin_company_website)  
27 employees on LinkedIn®

### [ITyX AI Platform](https://www.g2.com/products/ityx-ai-platform/reviews)

A platform that can "think for itself" providing integrated handling of all service processes. Documents, e-mails, web and mobile apps: AI Platform is the intelligent core of the ITyX portfolio. It analyzes and understands text-based content - independently of language, type, and structure. It helps you overcome the application chaos of incoming e-mails, customer service requests and back office making your service processes future-proof.

#### Who Is the Company Behind ITyX AI Platform?

- **Seller:** [ITyX Solutions](https://www.g2.com/sellers/ityx-solutions)
- **Year Founded:** 1996
- **HQ Location:** Köln, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=09021e40dcd90f5692b6d2fff9f33fa2eddfc723b44b8b6b69599f0cc4cdc1be&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fityx-solutions%2F&secure%5Burl_type%5D=linkedin_company_website)  
106 employees on LinkedIn®

### [KeenCorp](https://www.g2.com/products/keencorp/reviews)

Nobody likes a surprise in the boardroom. When we hear of an internal problem that has been brewing for some time, we know we should have acted sooner. A promising development that went unnoticed, could have been supported earlier. We want to avoid the difficult questions: “Why didn’t we know about this?” and, ”How long has this been going on?” Introducing KeenCorp. Find out faster.

#### Who Is the Company Behind KeenCorp?

- **Seller:** [KeenCorp](https://www.g2.com/sellers/keencorp)
- **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®

### [Kensho Classify](https://www.g2.com/products/kensho-classify/reviews)

Kensho Classify is an AI-powered solution designed to categorize and structure unstructured data, enabling organizations to extract meaningful insights and make informed decisions. By leveraging advanced machine learning algorithms, Classify transforms raw data into organized, actionable information. Key Features and Functionality: - Automated Data Classification: Classify automatically organizes unstructured data into predefined categories, reducing manual effort and increasing efficiency. - Scalability: The solution handles large volumes of data, making it suitable for enterprises with extensive datasets. - Integration Capabilities: Classify seamlessly integrates with existing systems and workflows, ensuring a smooth implementation process. - Customizable Taxonomies: Users can define and modify classification categories to align with specific business needs. - Real-Time Processing: The system processes data in real-time, providing immediate insights and facilitating timely decision-making. Primary Value and Problem Solved: Kensho Classify addresses the challenge of managing and interpreting vast amounts of unstructured data. By automating the classification process, it reduces the time and resources required for data organization, minimizes human error, and enhances the accuracy of data-driven insights. This empowers organizations to make more informed decisions, improve operational efficiency, and gain a competitive edge in their respective industries.

#### Who Is the Company Behind Kensho Classify?

- **Seller:** [Kensho Technologies](https://www.g2.com/sellers/kensho-technologies)
- **Year Founded:** 2013
- **HQ Location:** Cambridge, Massachusetts, United States
- **Twitter:** @kensho  
7,261 Twitter followers
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f6fc1bb01deaf814fc10094c984e02bc65209cad3dfa7a04fe6bcf8de8327f59&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fkensho-technologies&secure%5Burl_type%5D=linkedin_company_website)  
161 employees on LinkedIn®

### [Leximancer](https://www.g2.com/products/leximancer/reviews)

#### Who Is the Company Behind Leximancer?

- **Seller:** [Leximancer](https://www.g2.com/sellers/leximancer)
- **Year Founded:** 2001
- **HQ Location:** Brisbane, AU
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5b25ba8458c1e4c1bb64522a1117ef0b534a3a1d6186289f0c490c5fc45b8e23&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fleximancer-pty-ltd&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [LiSA](https://www.g2.com/products/qualifiction-lisa/reviews)

#### Who Is the Company Behind LiSA?

- **Seller:** [QualiFiction](https://www.g2.com/sellers/qualifiction)
- **Year Founded:** 2017
- **HQ Location:** Hamburg, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2143e4af57550313964dd3b6cc7b31f4f5e813b4e0e84c0a122dc7712d1f77ee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqualifiction&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Lisible](https://www.g2.com/products/lisible/reviews)

Lisible is a French text analysis software that measures readability and provides recommendations to improve content clarity. The platform uses the Lisiscore metric (0-100 scale) to evaluate French writing, identifies complex vocabulary and sentence structures, and suggests contextual rewrites. Lisible analyzes tone, tracks content improvements over time, and helps organizations produce accessible French communications for diverse audiences.

#### Who Is the Company Behind Lisible?

- **Seller:** [Lisible](https://www.g2.com/sellers/lisible)
- **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®

### [MaltedAI](https://www.g2.com/products/maltedai/reviews)

We enable enterprises to build smaller, more focused AI models with greater performance at a fraction of the cost. Existing Large Language Models (LLMs) are overly general and lack specificity. Malted AI works with enterprises to develop highly specialised solutions that solve the hardest domain-specific problems.

#### Who Is the Company Behind MaltedAI?

- **Seller:** [MaltedAI](https://www.g2.com/sellers/maltedai)
- **Year Founded:** 2023
- **HQ Location:** Edinburgh, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=588965288002fd80eef2ce66a4c8dc757a51b2810165f77278093ebd1b72a375&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmalted-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

### [OpenText Intelligent Classification](https://www.g2.com/products/opentext-intelligent-classification/reviews)

Without the right analytic tools, organizations often fail to tap into their unstructured data, such as text. With nearly 80% of all enterprise information being unstructured, the potential lost value is enormous. With text mining, organizations can quickly and inexpensively access and analyze billions of pages of textual content and imagery from internal documents, emails, social media, web pages and more. Text mining goes beyond simply searching for keywords. It uses powerful algorithms to analyze that content, determine what a given piece of text is about and assess its relevance.

#### Who Is the Company Behind OpenText Intelligent Classification?

- **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

### [Org IQ](https://www.g2.com/products/org-iq/reviews)

Org IQ is the intelligent way to see, understand, and scale using your organization’s most valuable comms asset: email. Built for small to medium-sized businesses and their MSP partners, Org IQ captures every message across your workplace. No gaps, no IT burden. Once connected to Google Workspace, Microsoft 365, or your legacy email archive, Org IQ goes beyond storage to deliver decision-ready intelligence: ✓ Spot hidden signals — detect sentiment shifts, stalled deals, or customer complaints buried in inboxes. ✓ Preserve institutional knowledge — keep contacts, context, and project history safe when employees leave. ✓ Empower HR and leadership — monitor culture and performance trends without overstepping into private correspondence. ✓ Reduce compliance risk — surface PII exposure and share only what’s needed for audits or legal reviews. Org IQ is designed to grow with you, transforming everyday communication into insights for Sales, HR, Legal, Customer Service, and the C-suite. Try it free today. No contracts or commitments. Just clarity, continuity, and powerful analytics at your fingertips. And when you’re ready to lock in, Org IQ offers simple monthly pricing proportionate to your usage, backed by transparent in-app billing. Ready to move from inbox overload to intelligence? Org IQ is ready to get you there.

**Average Rating:** 5.0/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Org IQ?

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

#### Who Is the Company Behind Org IQ?

- **Seller:** [Org IQ](https://www.g2.com/sellers/org-iq)
- **Year Founded:** 2022
- **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=c8ff74d4d555923c0f6f1982380702a69f9ca864dd062ec9f991f716859d63ed&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Femailvault%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Org IQ?

**["Best Email Archiving Tool"](https://www.g2.com/survey_responses/org-iq-review-11278978)**

**Rating:** 5.0/5.0 stars

_— Ian M._

[Read full review](https://www.g2.com/survey_responses/org-iq-review-11278978)

**["Email Vault makes it easy to find what we need, keep knowledge intact, & speed up HR investigations."](https://www.g2.com/survey_responses/org-iq-review-11280969)**

**Rating:** 5.0/5.0 stars

_— Maria T._

[Read full review](https://www.g2.com/survey_responses/org-iq-review-11280969)

### [Parsedoc](https://www.g2.com/products/parsedoc/reviews)

Parsedoc is an automated document reading and processing solution, which transforms non-structured texts into structured data thanks to the use of OCR and AI. It will lessen the workload caused by managing invoices and other documents by data entry teams. This tool will receive, analyze and manage the most-used files in your company. Afterward, Parsedoc will integrate these into the company's management system (SAP, Navision, Holded, etc) via API. Parsedoc's clients mostly look to automate documents such as invoices, delivery notes, purchase orders, Single Administrative Documents (SAD), and more. Designed for mid-sized and big companies who are looking to save most of the time spent managing and processing invoices and other documents manually by their Finance or Procurement staff.

#### Who Is the Company Behind Parsedoc?

- **Seller:** [Exponentia](https://www.g2.com/sellers/exponentia)
- **Year Founded:** 2018
- **HQ Location:** Valencia, ES
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ac2cd562484944ed55f85cc4e08e820819137c4457b3935fe3e2fd485581fd28&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexponentia-team&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

### [PolyVista Pro](https://www.g2.com/products/polyvista-pro/reviews)

The strength of PolyVista Pro is that it delivers a virtual speed-of-thought analytic experience.

#### Who Is the Company Behind PolyVista Pro?

- **Seller:** [Polyvista](https://www.g2.com/sellers/polyvista)
- **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®

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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

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