Best Natural Language Generation (NLG) Software - Page 6

How Many Natural Language Generation (NLG) Software Products Does G2 Track?

Total Products under this Category: 90

Category Stats (Sep 2026)

  • Average Rating: 4.4/5 (↓0.04 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Microsoft Copilot (+3.42%) - Among all products in this category, Microsoft Copilot recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank Natural Language Generation (NLG) Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,600+ Authentic Reviews
  • 90+ 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 Natural Language Generation (NLG) Software

G2 Grid® for Natural Language Generation (NLG) Software plotting products by satisfaction and market presence

Highlighted products: Microsoft Copilot, Google Cloud Translation API, Quill, Wordsmith, Anyword, Twin, GluonNLP Sentence Generator, and Alana AI.

Underlying data: [Grid® JSON](https://www.g2.com/categories/natural-language-generation-nlg/grids.json?focus%5B%5D=microsoft-copilot-2026-08-27&focus%5B%5D=google-cloud-translation-api&focus%5B%5D=narrative-science-quill&focus%5B%5D=wordsmith&focus%5B%5D=anyword&focus%5B%5D=twin&focus%5B%5D=gluonnlp-sentence-generator&focus%5B%5D=alana-ai)

Ritivel

Ritivel is an AI-native regulatory platform tailored for the life sciences industry, including pharmaceutical, biotechnology, medical device companies, and contract research organizations (CROs). It automates the drafting of critical regulatory documents such as Clinical Study Reports (CSRs), Common Technical Document (CTD) modules, Investigational New Drug (IND) applications, and Biologics License Applications (BLAs), transforming processes that traditionally take weeks into tasks completed in minutes. This acceleration helps expedite drug approvals and brings treatments to patients faster. Key Features and Functionality: - Consistency: Ensures uniformity across drafts, updates, and submissions, reducing unexpected changes and minimizing review cycles. - Traceability: Provides word-level traceability, allowing every statement to be linked back to its original source document, facilitating quick verification during audits or reviews. - Accuracy: Utilizes domain-specific AI trained in medical and regulatory language to maintain narrative consistency and reduce errors in high-stakes documents. - Security: Offers 100% local deployment, ensuring that sensitive data remains within the organization's infrastructure, meeting stringent compliance and data privacy requirements. Primary Value and Problem Solved: Ritivel addresses the inefficiencies in regulatory documentation processes by automating the creation of essential documents, thereby reducing the time and resources required for manual drafting. This leads to faster regulatory submissions, fewer review cycles, and higher confidence in every filing. By streamlining these workflows, Ritivel enables regulatory teams to focus more on scientific research and less on administrative tasks, ultimately accelerating the delivery of life-saving treatments to patients.

Who Is the Company Behind Ritivel?

Semantic Kernel

Semantic Kernel allows you to seamlessly implement advanced LLM technology into your applications, upgrading your coding capabilities.

Who Is the Company Behind Semantic Kernel?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Sermongpt

SermonGPT is an AI-powered tool designed to assist pastors and religious leaders in crafting sermons quickly and efficiently. By inputting the central theme or "big idea" of a sermon, users can generate a complete sermon in seconds, significantly reducing the time traditionally required for sermon preparation. Key Features and Functionality: - Rapid Sermon Generation: Input a sermon topic to receive a fully developed sermon almost instantly. - User-Friendly Interface: Simplified design allows for easy navigation and use. - Versatile Content Creation: Supports various sermon types, including motivational messages and Sunday services. Primary Value and User Benefits: SermonGPT addresses the challenge of time-consuming sermon preparation by providing a swift and efficient solution. This enables religious leaders to focus more on their congregations and other pastoral duties, enhancing their overall ministry effectiveness.

Who Is the Company Behind Sermongpt?

Sheetgpt

SheetGPT is a Google Workspace add-on that seamlessly integrates advanced AI capabilities into Google Sheets™, enabling users to perform tasks such as content generation, data analysis, and automation directly within their spreadsheets. By leveraging OpenAI's GPT models, SheetGPT transforms Google Sheets into a powerful tool for enhancing productivity and creativity without the need for coding. Key Features and Functionality: - No API Keys Required: Users can start immediately without the hassle of managing API keys; simply install the add-on and begin working. - User-Friendly Functions: Incorporate AI functionalities effortlessly using simple functions like `=GPT`, `=GPTLIST`, and `=GPTIMAGE` within any cell. - Multi-User Support: Facilitates collaboration on AI-driven projects across all users within an organization. - US-Based Support and Development: Offers reliable support and development from US-based teams. - High Performance: Utilizes top-tier AI provider relationships to ensure fast and efficient performance. - Cost Efficiency: Designed to be the most cost-effective way to utilize generative AI by avoiding redundant queries and implementing long-term caching. Primary Value and Solutions Provided: SheetGPT addresses the challenge of integrating AI into everyday spreadsheet tasks by providing a straightforward, no-code solution. It empowers users to automate repetitive tasks, generate content, and analyze data more efficiently, thereby saving time and reducing manual effort. Whether it's creating content, summarizing large datasets, or prototyping AI features, SheetGPT enhances productivity and fosters innovation within familiar spreadsheet environments.

Who Is the Company Behind Sheetgpt?

StrataReports

StrataReports is an AI-powered platform designed to simplify the analysis of complex condominium and strata documents, enabling real estate professionals, enterprises, and property buyers to make informed decisions with confidence. By processing documents such as financial statements, meeting minutes, bylaws, engineering reports, and depreciation assessments, StrataReports delivers comprehensive, easy-to-understand reports in under 15 minutes. Key Features and Functionality: - Rapid Report Generation: Utilizes advanced AI algorithms to produce detailed reports swiftly, typically within 15 minutes, facilitating timely decision-making. - Comprehensive Document Analysis: Processes a wide range of condo and strata documents, including financial statements, meeting minutes, bylaws, engineering reports, and depreciation assessments, extracting key information and identifying potential issues. - Customizable Reports: Allows users to tailor reports to focus on specific areas of interest, aligning with unique needs and priorities. - Interactive Chatbot Assistance: Features an AI-powered chatbot that provides personalized assistance, answering questions and offering contextually relevant information about each report. - Data-Backed Insights: Offers concise insights into a building's strengths and weaknesses, enabling users to understand complex financial details and maintenance histories effortlessly. Primary Value and User Solutions: StrataReports addresses the challenge of navigating and interpreting extensive and complex condo and strata documents. By automating the document review process, it saves users significant time and effort, reducing the risk of overlooking critical information. Real estate professionals can provide clients with data-driven advice and up-to-date building-specific data, enhancing service effectiveness. Enterprises benefit from detailed analytics for strategic portfolio decisions, while buyers and owners gain deep insights into property conditions and values, aiding in strategic planning and informed investment choices.

Who Is the Company Behind StrataReports?

StratosIQ

StratosIQ https://stratosiq.ai/ is your ultimate AI assistant for product development, designed to transform how businesses approach market and product research today, with a roadmap to assist in every step of the product lifecycle tomorrow.Whether you’re a product manager, entrepreneur, or developer, StratosIQ empowers you to strategize smarter, innovate faster, and make data-driven decisions confidently. With a simple yet powerful interface, StratosIQ leverages cutting-edge AI technologies like machine learning (ML), natural language processing (NLP), and generative AI alongside custom-trained Large Language Models (LLMs) tailored for specific domains to deliver real-time, accurate insights. As of now, its primary focus is on market and product research, but it will soon extend into feature development, requirements generation, test plans, and detailed product specifications—providing a seamless AI-driven experience from idea to execution.

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate StratosIQ?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind StratosIQ?

Who Uses This Product?

  • Company Size: 50% Large, 25% Medium

What Do G2 Reviewers Say About StratosIQ?

AI-generated summary from verified user reviews

Pros
  • Users praise StratosIQ for its efficiency, dramatically speeding up information gathering and project proposal processes.
  • Users value the time-saving capabilities of StratosIQ, enhancing project initiation with quick and accurate information gathering.
  • Users commend StratosIQ for its speed in project initiation, enabling faster information gathering and efficient data processing.
  • Users praise StratosIQ for its high accuracy, enabling efficient information gathering and quick proposal development.
  • Users find StratosIQ to be fast and user-friendly, making data processing efficient and enjoyable.
Cons
  • Users highlight update issues in StratosIQ, as frequent changes can create a disorienting experience for some.

What Are Recent G2 Reviews of StratosIQ?

TalePod

TalePod is an innovative platform that leverages artificial intelligence to create personalized bedtime stories in seconds. Designed to captivate young minds, it offers a unique storytelling experience tailored to individual preferences. Key Features: - AI-Generated Stories: Crafts unique narratives instantly using advanced AI algorithms. - Personalization: Tailors stories based on user inputs to create engaging and relevant content. - User-Friendly Interface: Simplifies the story creation process, making it accessible for all users. Primary Value: TalePod addresses the challenge of creating engaging bedtime stories by providing a quick and personalized solution. It saves time for parents and caregivers while fostering a love for reading and imagination in children.

Who Is the Company Behind TalePod?

Vespper

Vespper allows agents to edit microsoft word documents in the most reliable, fasted and cost-effective way. Vespper is exposed as an MCP, its the only fine-tuned model to edit docx documents.

Who Is the Company Behind Vespper?

  • Seller: Vespper
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Vizgpt

VizGPT is an AI-powered data visualization and analytics platform that enables users to create interactive dashboards and visualizations through natural language processing and intuitive drag-and-drop tools. By simply asking questions in plain English, users can generate complex charts and insights without the need for coding, making data analysis more accessible and efficient. Key Features and Functionality: - Natural Language Processing: Engage with your data conversationally; VizGPT understands your questions and delivers accurate visualizations and analyses. - Real-Time Responses: Receive instant charts and insights, allowing for seamless and uninterrupted data exploration. - Contextual Memory: The AI retains the context of your queries, ensuring a cohesive and continuous analytical experience. - No-Code GUI for Data Visualization: Utilize both drag-and-drop interfaces and natural language inputs to create data visualizations effortlessly. - Data Transformation and Profiling: Access powerful data tables that facilitate easy transformation, profiling, and preparation of data for visualization. - Collaborative Analytics: Share insights with your team by inviting members to comment on charts, build dashboards together, and turn data into actionable narratives. Primary Value and User Solutions: VizGPT democratizes data analysis by eliminating the need for coding skills, allowing users to interact with their data through natural language. This approach accelerates the data visualization process, enabling faster decision-making and deeper insights. By combining AI-driven analytics with user-friendly interfaces, VizGPT empowers business leaders, researchers, students, and analysts to transform complex data into clear, compelling narratives that drive action and understanding.

Who Is the Company Behind Vizgpt?

Waii

Who Is the Company Behind Waii?

  • Seller: Waii
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Weave

Weave Bio is an AI-native platform transforming regulatory workflows and accelerating how novel therapies reach patients faster.

Who Is the Company Behind Weave?

  • Seller: Weave
  • Year Founded: 2023
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Wereport

We Report Work is an AI-powered software designed to simplify and automate the process of creating daily and weekly work summaries. By integrating seamlessly with essential work tools such as Gmail, Google Drive, Google Calendar, Outlook Email, Teams, Slack, GitHub, and JIRA, it gathers data from various platforms to generate concise reports in seconds. This eliminates the need for manual reporting, allowing professionals to focus more on their core tasks. Key Features and Functionality: - Automated Summarization: Generates daily and weekly work summaries by aggregating data from connected tools. - Seamless Integrations: Supports integration with multiple platforms, including Gmail, Google Drive, Google Calendar, Outlook Email, Teams, Slack, GitHub, and JIRA. - User-Friendly Interface: Offers a straightforward login process using Google accounts and provides customizable templates for summaries. - Data Privacy and Security: Ensures that user data is fetched via secure APIs and is not stored without explicit consent. For enterprise clients, self-hosting options are available to enhance data security. - Flexible Pricing Plans: Offers a free tier with core features and paid plans that include additional functionalities such as editable templates, auto-sharing, and custom branding. Primary Value and User Solutions: We Report Work addresses the common challenges associated with manual work reporting, such as time consumption, inconsistency, and lack of visibility. By automating the summarization process, it ensures timely and accurate reports, enhancing transparency and accountability within teams. Managers receive regular updates without the need to chase team members, and employees can showcase their achievements effortlessly. This proactive approach helps in preventing potential issues, improving client satisfaction, and fostering a culture of recognition and growth within organizations.

Who Is the Company Behind Wereport?

Xdash

Xdash is an advanced AI-powered platform designed to streamline data analysis and visualization, enabling users to transform complex datasets into actionable insights. By integrating cutting-edge machine learning algorithms, Xdash simplifies the process of data interpretation, making it accessible to both technical and non-technical users. Key Features and Functionality: - Intuitive Dashboard: Offers a user-friendly interface for seamless navigation and data interaction. - Customizable Visualizations: Provides a variety of chart types and visualization tools to represent data effectively. - Real-Time Data Processing: Ensures up-to-date insights by processing data in real-time. - Collaborative Tools: Facilitates team collaboration through shared dashboards and reports. - Integration Capabilities: Supports integration with various data sources and third-party applications. Primary Value and User Solutions: Xdash addresses the challenge of complex data analysis by offering an accessible platform that democratizes data insights. It empowers organizations to make informed decisions quickly, enhances productivity by reducing the time spent on data processing, and fosters a data-driven culture within teams.

Who Is the Company Behind Xdash?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026