Best Emerging AI Software - Page 16

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 9,086

Category Stats (Sep 2026)

  • Average Rating: 4.6/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Narada AI (+94.29%) - Among all products in this category, Narada AI recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Emerging AI Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,100+ Authentic Reviews
  • 9,086+ 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.

Placid.app

Placid.app is a dynamic design automation platform that enables users to generate personalized visuals, such as social media graphics, banners, and marketing materials, without manual design work. By integrating with various data sources and utilizing customizable templates, Placid.app automates the creation of on-brand visuals, streamlining content production and enhancing marketing efficiency. Key Features and Functionality: - Template-Based Design Automation: Users can create and customize templates that automatically generate visuals based on dynamic data inputs. - API Integration: Seamless integration with various platforms and data sources allows for real-time generation of personalized graphics. - Multi-Format Support: Supports a wide range of formats, including images, videos, and PDFs, catering to diverse content needs. - Brand Consistency: Ensures all generated visuals adhere to brand guidelines, maintaining a cohesive brand identity across all channels. - User-Friendly Interface: Offers an intuitive interface that simplifies the design process, making it accessible to users without extensive design experience. Primary Value and User Solutions: Placid.app addresses the challenge of producing consistent, high-quality visuals at scale. By automating the design process, it reduces the time and resources required for content creation, allowing marketing teams to focus on strategy and engagement. This automation ensures brand consistency across all visual content, enhancing brand recognition and trust. Additionally, the platform's flexibility and integration capabilities make it suitable for various industries, including e-commerce, media, and advertising, providing tailored solutions that meet specific business needs.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Placid.app?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Placid.app?

Playground.AI

Playground.AI is a free AI-powered design tool that empowers users to create a wide array of visual content effortlessly. Catering to both beginners and professionals, it offers an intuitive platform for designing logos, t-shirts, social media graphics, and more. By leveraging advanced artificial intelligence, Playground.AI simplifies the design process, enabling users to produce high-quality visuals without the need for extensive design experience. Key Features and Functionality: - Diverse Templates: Access a vast collection of templates, including logos, art pieces, stickers, wallpapers, posters, t-shirts, monograms, e-book covers, cards, invites, patterns, mockups, memes, and more. - User-Friendly Interface: Navigate through a straightforward and intuitive design environment suitable for users of all skill levels. - AI-Driven Design Assistance: Utilize artificial intelligence to streamline the creation process, offering suggestions and automating certain design elements. - Cross-Platform Availability: Design on the go with the iOS app, ensuring flexibility and convenience. Primary Value and User Solutions: Playground.AI addresses the common challenges of time-consuming and complex design processes by providing an accessible and efficient platform. It democratizes design by eliminating the steep learning curve associated with traditional design software, allowing users to produce professional-quality visuals quickly. Whether for personal projects, business branding, or social media content, Playground.AI offers a versatile solution that saves time and enhances creativity.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Playground.AI?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Playground.AI?

Proton VPN

Proton VPN is a high-speed, secure virtual private network service developed by the creators of Proton Mail, emphasizing user privacy and security. Based in Switzerland, Proton VPN operates under stringent privacy laws, ensuring a strict no-logs policy. It offers a user-friendly interface across multiple platforms, including Windows, macOS, Linux, Android, iOS, and ChromeOS, making it accessible for a wide range of users. Key Features and Functionality: - Secure Core Architecture: Routes user traffic through multiple servers in privacy-friendly countries like Switzerland, Iceland, and Sweden, providing enhanced protection against network-based attacks. - Strong Encryption Standards: Utilizes AES-256 encryption, 4096-bit RSA key exchange, and HMAC with SHA384 for message authentication, ensuring robust data security. - No-Logs Policy: Adheres to a strict no-logs policy, meaning no user activity or connection logs are stored, safeguarding user privacy. - NetShield Ad-Blocker: Blocks ads, trackers, and malicious scripts, enhancing browsing speed and security. - VPN Accelerator: Increases VPN connection speeds by up to 400% through advanced networking techniques and optimized VPN protocols. - Tor Over VPN: Provides direct integration with the Tor network, allowing access to .onion sites and additional anonymity. - Stealth Protocol: Disguises VPN traffic as regular HTTPS traffic, enabling users to bypass censorship and VPN blocking methods. Primary Value and User Solutions: Proton VPN addresses the critical need for online privacy and security by encrypting internet connections and masking IP addresses, thereby preventing tracking and data interception. Its Secure Core architecture and strong encryption standards protect users from network-based attacks and surveillance. The no-logs policy ensures that user activities remain private, while features like NetShield and VPN Accelerator enhance browsing speed and experience. Additionally, the Tor Over VPN and Stealth Protocol features enable users to access restricted content and maintain anonymity, making Proton VPN a comprehensive solution for secure and unrestricted internet access.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Proton VPN?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Proton VPN?

Qr-Code-Creator

QRCodeCreator.io is a comprehensive platform designed to simplify the creation, customization, and management of QR codes for various applications. Whether for marketing campaigns, product labeling, or digital business cards, it offers an intuitive interface that allows users to generate both static and dynamic QR codes without the need for prior technical knowledge. The platform supports over 20 solution types, enabling the embedding of diverse content such as URLs, PDFs, contact information, and multimedia files. Key Features and Functionality: - Custom QR Code Generation: Create personalized QR codes for websites, events, contact details, Wi-Fi credentials, and more. - Design Customization: Tailor QR codes by selecting colors, adding logos, and previewing the final design to align with brand identity. - Dynamic QR Codes: Generate editable QR codes that can be updated in real-time without reprinting, ensuring content remains current. - Analytics and Tracking: Monitor interactions and events linked to QR codes to gain insights into user engagement and campaign performance. - Collaborative Access: Enable team members to collaborate and manage QR codes effortlessly, enhancing workflow efficiency. - Flexible Download Options: Export QR codes in various file formats to suit different purposes and platforms. - Secure Access Control: Protect QR codes with password-based access to ensure content security. Primary Value and User Solutions: QRCodeCreator.io addresses the need for businesses and individuals to create and manage QR codes efficiently without technical expertise. By offering a user-friendly platform with extensive customization options, it empowers users to enhance their marketing strategies, streamline information sharing, and improve customer engagement. The ability to track and analyze QR code performance provides valuable insights, enabling data-driven decisions to optimize campaigns and content delivery. Additionally, the platform's support for dynamic QR codes ensures that users can keep their information up-to-date without the hassle and cost of reprinting materials.

Total Reviews: 1

Who Is the Company Behind Qr-Code-Creator?

Who Uses This Product?

  • Company Size: 100% Medium

Que IA Es

Que IA Es is an AI Tool Directory that helps you find and compare useful AI tools. It’s made for creators, entrepreneurs, and anyone interested in using artificial intelligence to save time or improve their work. The site features AI tools, short reviews, and real examples of how different AI apps can help with writing, image generation, automation, and more. Whether you're just getting started or looking for something specific, Que IA Es makes it easier to explore what's possible with AI.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Que IA Es?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Que IA Es?

Quillify AI

Quillify AI is an advanced artificial intelligence platform designed to revolutionize content creation by automating the writing process. It leverages cutting-edge natural language processing (NLP) and machine learning algorithms to generate high-quality, coherent, and contextually relevant text across various domains. Quillify AI caters to businesses, marketers, and content creators seeking efficient and scalable solutions for producing engaging written material. Key Features and Functionality: - Automated Content Generation: Produces well-structured articles, blog posts, and marketing copy tailored to specific topics and audiences. - Customizable Tone and Style: Allows users to adjust the writing style to match brand voice or target audience preferences. - SEO Optimization: Incorporates relevant keywords and phrases to enhance search engine visibility and ranking. - Multilingual Support: Generates content in multiple languages, facilitating global reach and engagement. - Integration Capabilities: Seamlessly integrates with various content management systems (CMS) and marketing platforms for streamlined workflows. Primary Value and User Solutions: Quillify AI addresses the challenges of time-consuming content creation by providing a swift and efficient alternative to manual writing. It enables users to produce consistent, high-quality content at scale, reducing the need for extensive human resources and minimizing costs. By automating the writing process, Quillify AI empowers businesses to maintain a robust online presence, engage their target audience effectively, and adapt to the dynamic demands of digital marketing.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Quillify AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Quillify AI?

RagMetrics

RagMetrics is an AI evaluation platform specifically designed for Retrieval-Augmented Generation (RAG) systems. As enterprises increasingly adopt large language models (LLMs) for AI assistants and semantic search tools, ensuring reliable outputs becomes paramount. RagMetrics addresses this need by assessing retrieval relevance and generation accuracy, enabling teams to identify inaccuracies, conduct A/B tests, and automate quality assurance processes. It stands as the first end-to-end observability solution for text-based generative AI, fostering trust and reliability in AI deployments. Key Features and Functionality: - AI-Assisted Testing: Automates the evaluation and scoring of LLM and agent outputs, streamlining the quality assurance process. - Live AI Evaluations: Provides near real-time assessment of generative AI outputs, facilitating prompt identification of issues. - Hallucination Detection: Automatically detects inaccuracies generated by AI, enhancing the reliability of outputs. - Performance Analytics: Offers real-time insights and monitoring of AI performance, aiding in continuous improvement. - Flexible Deployment Options: Supports various deployment models, including cloud, SaaS, and on-premises, catering to diverse organizational needs. - Extensive Testing Criteria: Provides over 200 pre-configured testing criteria, with the flexibility to create custom metrics tailored to specific requirements. - AI Agent Monitoring: Monitors and traces agent behaviors, detecting deviations such as hallucinations or mandate drift. Primary Value and Problem Solved: RagMetrics empowers organizations to deploy generative AI solutions with confidence by ensuring the accuracy and reliability of AI outputs. By automating the evaluation process, it significantly reduces the time and resources required for quality assurance, cutting QA costs by up to 98%. This automation addresses the scalability challenges of manual evaluations, which often hinder rapid iteration and deployment. Furthermore, by detecting and mitigating AI-generated inaccuracies, RagMetrics helps maintain trust in AI systems, a critical factor as 65% of business leaders acknowledge that hallucinations undermine trust in AI. Ultimately, RagMetrics accelerates the deployment of AI agents by providing the necessary validation and monitoring tools, enabling enterprises to move beyond pilot phases and fully integrate AI solutions into their operations.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind RagMetrics?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of RagMetrics?

RapidNative

RapidNative is an AI-native prototyping platform that transforms plain-language prompts into fully functional React Native applications within minutes. Unlike traditional AI builders that produce static mockups or restrictive no-code projects, RapidNative delivers clean, exportable code that development teams can seamlessly integrate and extend. Key Features and Functionality: - Mobile-First Design: Built on the React Native, Expo, and NativeWind stack, ensuring true mobile-first prototyping without repurposing web tools. - Visual Flow Mapping: Enables users to map entire user journeys on a visual canvas, linking screens, interactions, and states to validate flows before committing developer resources. - Production-Ready Code: Generates clean, modular React Native components that can be opened in VS Code or GitHub, allowing for easy extension with custom logic, APIs, or styling. - AI-Powered Speed: Converts prompts into app flows and exports them in under five minutes, significantly reducing setup, scaffolding, and handoff time. Primary Value and User Solutions: RapidNative empowers product managers, founders, agencies, and designers to prototype with the ease of no-code tools while retaining the flexibility and scalability of code-based development. By enabling rapid iteration and validation of app ideas, it minimizes wasted development cycles and accelerates the journey from concept to deployment.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind RapidNative?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of RapidNative?

Rapid Search

Turn Search Into Sales with AI-Powered Product Discovery for Shopify Stores 🚀 Rapid Search helps Shopify merchants unlock higher conversions, lower bounce rates, and better user experience with upgraded on-site search and filtering. Trusted by over 4,000 stores worldwide, our app offers typo-tolerant search, predictive autocomplete, customizable filters, built-in merchandising tools, and other smart features that feel native to your store. Whether you're just getting started or scaling up to a million products, Rapid Search delivers seamless, reliable discovery that drives results — all without any coding needed. FEATURES FOR INCREASING YOUR CONVERSION RATE: ✅ AI-powered autocomplete with typo tolerance ✅ Predictive, zero-character search results ✅ Fully customizable filters for size, color, tags, and more ✅ Built-in merchandising: pin, demote, or hide products ✅ Seamless theme integration ✅ Blazing-fast performance without slowing down your store ✅ One-click setup — live in minutes, no developers needed ✅ Search analytics to identify high-intent queries and no-result gaps ✅ Optimized for Shopify — works out of the box, scales effortlessly Whether you're looking to improve your product discovery, boost conversions, or give your customers a smoother path to checkout, Rapid Search gives you the tools to make every search count. Start your 14-day FREE trial on Shopify!

Average Rating: 4.9/5.0

Total Reviews: 21

Who Is the Company Behind Rapid Search?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Rapid Search?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Rapid Search, enhancing the shopping experience and boosting conversions effortlessly.
  • Users praise the search efficiency of Rapid Search, enhancing product discovery and significantly boosting conversions.
  • Users rave about the fast and accurate search functionality of Rapid Search, enhancing customer experience and boosting conversions.
  • Users commend the fast and powerful search functionality of Rapid Search, significantly enhancing user experience and boosting sales.
  • Users praise Rapid Search for its fast and intuitive search capabilities, significantly enhancing customer experience and boosting conversions.
Cons
  • Users find the time-consuming processing of changes in Rapid Search to be a notable drawback, despite manual refresh options.

What Are Recent G2 Reviews of Rapid Search?

Repo Prompt

Repo Prompt is an advanced AI-powered tool designed to enhance code development by integrating large language models (LLMs) into the software engineering workflow. It enables developers to generate, edit, and manage code efficiently by leveraging AI's capabilities to understand and manipulate complex codebases. Key Features and Functionality: - Contextual Code Understanding: Repo Prompt utilizes LLMs to comprehend the structure and functionality of existing code, facilitating intelligent code generation and modification. - Efficient Code Editing: The tool supports precise code editing workflows, including XML-based editing, allowing for multiple file modifications in a single AI response. - Comprehensive Benchmarking: Repo Prompt includes Repo Bench, a suite of tests that evaluate AI models' proficiency in code editing, instruction adherence, and handling complex contexts. - Adaptive Workflows: It offers various workflows tailored to different project needs, such as discovery with context building, architectural planning, and pair programming, ensuring flexibility in development processes. Primary Value and Problem Solved: Repo Prompt addresses the challenge of integrating AI into software development by providing tools that enhance code comprehension, editing precision, and workflow efficiency. By leveraging AI's capabilities, it reduces manual coding efforts, minimizes errors, and accelerates development cycles, ultimately improving productivity and code quality.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Repo Prompt?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Repo Prompt?

Shuttle

Shuttle is an open-source cloud platform designed to streamline the development and deployment of Rust applications by eliminating infrastructure complexities. By replacing traditional container technologies with a more lightweight approach, Shuttle significantly reduces deployment times from minutes to milliseconds, enhancing developer productivity. Key Features and Functionality: - Infrastructure from Code (IfC): Developers can annotate their Rust code to configure infrastructure, allowing for instant deployment without the need for complex configuration files or deep cloud expertise. - Automatic Resource Provisioning: Shuttle automatically provisions and configures necessary resources such as databases, secrets, and storage based on code annotations, simplifying the development process. - Scalability and Reliability: The platform supports horizontal scaling, workload isolation, and enhanced monitoring, ensuring applications can handle increased demand with high uptime and performance. - Rust-Native Support: Tailored for Rust applications, Shuttle leverages Rust's performance and safety features, providing a seamless development experience. Primary Value and Problem Solved: Shuttle addresses the challenges developers face with cloud infrastructure management by offering a platform that prioritizes simplicity without sacrificing flexibility. By automating infrastructure setup and deployment processes, Shuttle enables developers to focus on writing code and building products, rather than dealing with the complexities of cloud services. This approach accelerates development cycles, reduces time-to-market, and allows teams to concentrate on their core competencies.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Shuttle?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Shuttle?

Skene.ai

Skene automates the loops behind product-led growth: onboarding, activation, and retention by understanding customer code. Built for indie developers and early-stage startups, the system observes user behavior, identifies friction points, tests alternative flows, and deploys the winning variants autonomously. This means your onboarding improves itself, activation becomes smoother, and retention loops stay optimized over time. Instead of dashboards full of knobs or weekly manual growth meetings, Skene offers a self-learning growth engine. Indie developers use it to offload growth work they don’t have hours for. Startups use it as a “growth team in a box.” It is built for small teams that need to move fast.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Skene.ai?

  • Seller: Skene.ai
  • Year Founded: 2025
  • HQ Location: Helsinki, FI
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Skene.ai?

SmartLocker

SmartLocker is a comprehensive platform designed specifically for meat processors, aiming to streamline operations and enhance profitability. By digitizing and automating key processes, SmartLocker reduces manual tasks, minimizes errors, and improves customer communication. Key Features and Functionality: - Online Cut Sheet Intake Forms: Allows customers to submit their cutting instructions online, reducing the need for phone calls and manual data entry. - Secure Data Storage: Utilizes cloud-based storage to maintain secure and accessible digital records. - Customer Tracking: Facilitates easy follow-up with repeat customers, enhancing customer relationships and retention. - Mobile Notifications: Enables sending notifications to customers for cut sheet submissions and order pick-up reminders. - Slaughter Date Reminders: Sends automated reminders to producers about upcoming slaughter appointments, ensuring timely processing. - Digitally Generated Cut Sheets: Provides ready-to-print cut sheets accessible from any location at any time. - User-Friendly Interface: Features an intuitive layout that simplifies navigation and operation for users. Primary Value and Problem Solved: SmartLocker addresses the inefficiencies in traditional meat processing operations by automating and digitizing critical tasks. This leads to reduced manual workload, fewer errors, and improved communication with customers. By offering a centralized platform for managing cut sheets, customer interactions, and scheduling, SmartLocker helps meat processors optimize their business processes and increase profitability.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind SmartLocker?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SmartLocker?

Snorkel Evaluate

Snorkel Evaluate is a comprehensive suite designed to assess and enhance the performance of generative AI models, ensuring they meet production standards. By providing robust evaluation tools, it enables organizations to move beyond superficial assessments and rigorously validate their AI pipelines before deployment.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Snorkel Evaluate?

  • Seller: Snorkel
  • Year Founded: 2019
  • HQ Location: Redwood City, US
  • LinkedIn® Page: www.linkedin.com
    1,314 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Snorkel Evaluate?

SQREEM

SQREEM is a scale-up based in Singapore, founded in 2010. It has developed expertise in using AI to better understand consumer behaviour anywhere in the world in any industry. The AI tech stack is highly scalable and fully automated. It is deployable immediately and without any integration or additional data requirements. The SQREEM cognitive AI creates new knowledge in a real-time environment allowing unprecedented, at scale, consumer understanding. Any business that uses this data has an immediate and unique competitive advantage.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind SQREEM?

  • Seller: SQREEM
  • Year Founded: 2010
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    94 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About SQREEM?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless connectivity SQREEM offers in targeting ideal audiences without friction.
  • Users appreciate the ease of use of SQREEM, benefiting from its seamless data collection and ad placement features.

What Are Recent G2 Reviews of SQREEM?

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