Best Text Analysis Software - Page 11

How Many Text Analysis Software Products Does G2 Track?

Total Products under this Category: 210

Category Stats (Oct 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: VizRefra (+0.66%) - Among all products in this category, VizRefra recorded the largest rating increase compared to last month

Last updated: October 19, 2026

How Does G2 Rank Text Analysis Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,900+ Authentic Reviews
  • 210+ 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

Highlighted products: Google Cloud AutoML Natural Language, Google Cloud Natural Language API, Amazon Comprehend, SAS Viya, Chattermill, Caplena, Birdie, 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=amazon-comprehend&focus%5B%5D=sas-sas-viya&focus%5B%5D=chattermill&focus%5B%5D=caplena&focus%5B%5D=birdie-ai-birdie&focus%5B%5D=canvs-ai-canvs)

eQube® Analytics Suite

The eQube® Analytics Suite is an Analytics and Business Intelligence platform designed to empower end users with analytics capabilities. It processes streaming data, Big Data, and Data Lakes, providing a unified view across various data sources and core business systems (PLM, ERP, MRO, Supply Chain Asset Management, Logistics, ALM, etc.) to derive critical insights. The platform incorporates advanced analytics, including Machine Learning and Advanced Statistical techniques, along with Automated Data Discovery, to expedite data discovery, identify patterns, similarities, and enhance data quality. The eQube® Analytics Suite consists of 3 product offerings: eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler).

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind eQube® Analytics Suite?

  • Seller: eQ Technologic
  • Year Founded: 2000
  • HQ Location: Costa Mesa, US
  • Twitter: @1eQTechnologic
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    946 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of eQube® Analytics Suite?

Evidanoteam

Platform: Evidano is an AI-powered qualitative data analysis and research platform. Core Function: Automates text transcription, thematic coding, sentiment analysis, and participant feedback processing. Key Benefit: Helps researchers, UX designers, product managers, and analysts turn unstructured data into actionable insights faster.

Who Is the Company Behind Evidanoteam?

expert.ai Discover

expert.ai Discover augments the capabilities of your current enterprise search engine by enabling the automatic categorization and semantic tagging of your legacy content and any knowledge base information to ensure that the information collected over the lifetime of your business your most valuable asset is findable and available.

Who Is the Company Behind expert.ai Discover?

  • Seller: Expert.ai
  • HQ Location: Modena, IT
  • LinkedIn® Page: www.linkedin.com
    255 employees on LinkedIn®
  • Ownership: BIT:EXSY
  • Total Revenue (USD mm): $31

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Feedbck.ai

We analyse communications in your tool stack and deliver qualified discovery items to your backlog… with zero human intervention. Surface actionable opportunities to improve your product or service, easily and automatically.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Feedbck.ai?

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Feedbck.ai?

AI-generated summary from verified user reviews

Pros
  • Users love the automation capabilities of Feedbck.ai, significantly reducing manual tasks and saving valuable team time.
  • Users value the efficient customer support integration that automates feedback processing, significantly saving time for teams.
  • Users value the ease of use of Feedbck.ai, significantly simplifying their feedback management process.
  • Users love the easy integrations of Feedbck.ai, streamlining feedback management and saving valuable time effortlessly.
  • Users love the easy setup, seamlessly integrating with existing tools and saving significant time in feedback management.

What Are Recent G2 Reviews of Feedbck.ai?

Findability.AI

Findability Sciences is a developer of Big Data, Cognitive and Predictive Analytics solutions. Major global corporations in the banking, insurance, financial services, retail, manufacturing, trading, healthcare, and transportation industries have used our solutions to solve business problems in areas of sales, marketing, operations, risk management, accounting & finance, and people analytics. We are a portfolio company of SoftBank Group and in 2017, we set-up a joint venture with SoftBank (Findability Sciences K.K.) for Japan region. We are headquartered in Woburn, MA and have centers of AI excellence in Canada, India, and Japan. FP Predict+ is a fully-automatic, self-learning, multi-modeling prediction engine. It simplifies incorporation of AI into business workflows by enabling decision-makers generate valuable prediction reports with a few clicks. End users need only upload data, state an ID variable and specify a target variable - which could be any of binary, multi-class or continuous variable. FP Predict+ uses a proprietary algorithm that creates multiple models to capture all the patterns in your data and provides prediction outputs with speed and accuracy.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate Findability.AI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Findability.AI?

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Findability.AI?

What Are G2 Users Discussing About Findability.AI?

InfoNgen

InfoNgen®’s powerful features help enterprises make smarter, more agile decisions based on real-time insights. See how it works:

Who Is the Company Behind InfoNgen?

  • Seller: InfoNgen
  • Year Founded: 2004
  • HQ Location: Newtown, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Insight7

Insight7 is an AI-powered conversational intelligence stack for customer-facing teams. It automatically analyzes every interaction at scale, delivering 100% call coverage for quality assurance and compliance, AI-driven roleplay coaching that builds real skills without manager time, intelligent voice and chat agents that qualify leads and drive customer outcomes, and candidate screening that replaces subjective interviews with objective, behavioral assessments. Leaders use Insight7 to monitor & improve performance, enforce compliance, accelerate rep development, and hire better, turning every conversation into measurable revenue and people outcomes. Trusted by 500+ businesses, with SOC 2 Type II, HIPAA, and GDPR compliance built in.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate Insight7?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)

Who Is the Company Behind Insight7?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 62% Small, 31% Medium

What Do G2 Reviewers Say About Insight7?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the effective insights generation from Insight7, significantly enhancing research efficiency and clarity.
  • Users find Insight7 easy to use, benefiting from a user-friendly interface that enhances their research efficiency.
  • Users value the time-saving insights that Insight7 provides, enhancing the efficiency of qualitative data analysis significantly.
  • Users value the time-saving capabilities of Insight7, simplifying and accelerating the analysis of qualitative data.
  • Users appreciate the accuracy of Insight7, which enhances quality assurance and provides valuable insights from data analysis.
Cons
  • Users find the limited free outputs restrictive and desire more flexibility for visualizing data trends effectively.
  • Users desire more robust features for data visualization to better identify long-term patterns and trends.
  • Users note accuracy issues in AI analytics, but remain hopeful for future improvements from Insight7's development.
  • Users note limitations in visualization and AI analytics accuracy in Insight7, but see potential for future improvement.
  • Users find the limited free outputs frustrating, as it restricts their ability to fully utilize Insight7.

What Are Recent G2 Reviews of Insight7?

Intake & Orchestration Platform

Indico is the Intake & Orchestration Platform built for insurance. It provides the operations layer that modernizes how work enters and moves through the enterprise across underwriting, claims, and policy servicing. The platform ingests complex, unstructured inputs such as submissions, emails, spreadsheets, loss runs, statements, claims packets, and attachments. Indico then enriches, validates, and transforms that information into clean, complete, decision-ready outputs that flow to the right people, workflows, and core systems. With Indico, insurers can: Automate intake and normalization across documents, emails, spreadsheets, and other inbound channels Enrich and validate data for completeness, accuracy, and consistency Triage and route work based on content, priority, and business rules Coordinate workflows across teams, platforms, and systems Maintain human-in-the-loop review, auditability, explainability, and governance Increase throughput and operational capacity without adding resources at the same rate Unlike narrow document-processing or extraction tools, Indico governs the flow of work from intake through downstream action. It connects unstructured data processing with the decisions, systems, and teams required to keep complex insurance workflows moving. By reducing manual intake, triage, and coordination, Indico helps insurers improve accuracy, accelerate cycle times, scale operations, and reduce operational drag across the enterprise. Indico was recognized as a Leader in Everest Group’s 2026 Insurance IDP PEAK Matrix® Assessment.

Who Is the Company Behind Intake & Orchestration Platform?

  • Seller: Indico Data
  • Year Founded: 2013
  • HQ Location: Boston, Massachusetts, United States
  • LinkedIn® Page: www.linkedin.com
    88 employees on LinkedIn®

Intellexer Clusterizer

Intellexer Clusterizer enables effective organizing, normalizing, linking, and processing of documents, presenting of retrieval results in a more logical, structured, and searchable way. Meanwhile, it can provide information seekers with a means of browsing, and searching information efficiently in a user friendly format to fulfill the user's information need

Who Is the Company Behind Intellexer Clusterizer?

  • Seller: EffectiveSoft
  • Year Founded: 2003
  • HQ Location: San Diego, US
  • Twitter: @EffectiveSoft
    992 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    348 employees on LinkedIn®

Intellexer Linguistic Processor

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
  • Year Founded: 2003
  • HQ Location: San Diego, US
  • Twitter: @EffectiveSoft
    992 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    348 employees on LinkedIn®

Intellexer Sentiment Analyzer

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
  • Year Founded: 2003
  • HQ Location: San Diego, US
  • Twitter: @EffectiveSoft
    992 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    348 employees on LinkedIn®

Intelligent API

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?

Ipiphany

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
  • Year Founded: 2000
  • HQ Location: Parnell, NZ
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

ITyX AI Platform

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?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024