Best Text Analysis Software - Page 11

How Many Text Analysis Software Products Does G2 Track?

Total Products under this Category: 212

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
  • 212+ 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, 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)

DeskSense

DeskSense conducts website text analysis and acts as a Q&A assistant, making research more efficient and informative.

Who Is the Company Behind DeskSense?

Displayr

Displayr is an all-in-one analysis and reporting software designed to help market researchers quickly find and share powerful data stories. 1. Quicker project completion. 2. Handle tasks in-house that you'd typically outsource. 3. Simplified generation of engaging, auto-updating reports and dashboards. 4. Enhanced quality control. With Displayr, you have a singular platform for analysis, visualization, reporting, and dashboarding. Whether it's MaxDiff, Conjoint, Market Segmentation, Customer Feedback, Brand Research, or advanced features like auto-updating, interactive dashboards, and cutting-edge machine learning and text coding, Displayr has it all.

Average Rating: 4.2/5.0

Total Reviews: 11

How Do G2 Users Rate Displayr?

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

Who Is the Company Behind Displayr?

  • Seller: Displayr
  • HQ Location: Pyrmont, New South Wales
  • Twitter: @Displayrr
    499 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 55% Small, 27% Medium

What Are Recent G2 Reviews of Displayr?

What Are G2 Users Discussing About Displayr?

Doctopus

Doctopus is an AI-enhanced tool crafted to help you gain a deeper understanding of your document's content with ease and in almost no time. By uploading documents to Doctopus, you have the unique ability to pose any questions regarding their content. Our advanced AI technology will meticulously analyze the text and deliver comprehensive answers to your inquiries, offering you valuable insights.

Who Is the Company Behind Doctopus?

English off-line chatbot

Our Dialogue System, a chatbot, uses our patented Automated Reasoning in Natural Language to find implicit information in Natural Language Sentences (U.S. patent 8560305 B1). Our Dialogue System provides probable and accurate answers to questions. The answers are probable when the System does not have sufficient information to provide an accurate answer. For example, if we ask "Where are my trousers?", the answer can be "Probably in the wardrobe". Of course, the trousers can also be in the washing machine, hanged to dry after washing, etc. Also, if we say "John is married to Ann.", our chatbot will ask "Do they have children?". Of course, such a statement can give rise to other questions as well. The dialogue with the System can be continued only if the user asks something or tells something, in writing. The Dialogue System can remember the following user information, such as location of a key, medicament and money. For example, if the user writes "My blood pressure medicament is on the table.", the System will remember where is the medicament. If the user forgets where is his blood pressure medicament, the user can ask the System "Where is my blood pressure medicament?". The System will retrieve the information. This ability of the chatbot can be extended to cover any valuable information.

Who Is the Company Behind English off-line chatbot?

E-Plato

Who Is the Company Behind E-Plato?

  • Seller: E-Plato
  • Year Founded: 2021
  • HQ Location: Milano, IT
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

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
    916 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of eQube® Analytics Suite?

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
    266 employees on LinkedIn®
  • Ownership: BIT:EXSY
  • Total Revenue (USD mm): $31

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: 9.0/10)

Who Is the Company Behind Findability.AI?

  • Seller: Findability Sciences
  • Year Founded: 2018
  • HQ Location: Burlington, Massachusetts, United States
  • Twitter: @fsci
    289 Twitter followers
  • LinkedIn® Page: in.linkedin.com
    149 employees on LinkedIn®

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: 9.0/10)

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 find Insight7 easy to use, benefiting from a user-friendly interface that enhances their research efficiency.
  • Users appreciate the effective insights generation from Insight7, significantly enhancing research efficiency and clarity.
  • Users value the time-saving insights that Insight7 provides, enhancing the efficiency of qualitative data analysis significantly.
  • Users appreciate the time-saving benefits of Insight7, allowing faster analysis and improved efficiency in research processes.
  • Users value the time-saving capabilities of Insight7, simplifying and accelerating the analysis of qualitative data.
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
    362 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
    362 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024