Best Emerging AI Software - Page 18

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 8,927

Category Stats (Oct 2026)

  • Average Rating: 4.66/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Narada AI (+22.12%) - Among all products in this category, Narada AI recorded the largest rating increase compared to last month

Last updated: October 12, 2026

How Does G2 Rank Emerging AI Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 46,600+ Authentic Reviews
  • 8,927+ 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.

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?

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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?

SEOLister

SEOLister is an Etsy SEO and listing optimization tool built to help Etsy sellers improve their product listings and make the SEO process easier to manage. We created it with a simple goal: reduce the amount of manual work involved in researching keywords, reviewing listings, and improving product content. The platform helps sellers analyze Etsy listings, find relevant keywords, and optimize important parts of a listing such as titles, tags, and descriptions. It also uses AI to assist with creating and improving listing content, which can be useful when sellers are managing multiple products and don't want to start every listing from scratch. One of the main features of SEOLister is its listing analysis. Sellers can review a listing and get a clearer idea of areas that may need improvement. Instead of checking different SEO factors manually, they can use the analysis to identify potential opportunities and work through the recommendations. SEOLister also focuses on Etsy keyword research and listing optimization. Finding the right keywords is an important part of Etsy SEO, but knowing where and how to use those keywords can take time. The goal is to make that process more practical for sellers, whether they are creating a new product listing or improving an existing one. We built SEOLister primarily for Etsy sellers, small businesses, handmade product sellers, and other shop owners who want to spend less time on repetitive SEO work and more time running their stores. SEOLister is continuously being developed based on feedback from sellers and our own experience building ecommerce tools. We are adding improvements and new capabilities over time while keeping the main focus on making Etsy SEO and listing optimization easier to understand and use.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind SEOLister?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SEOLister?

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?

siift

siift is a AI-native Business OS for serious builders to systematically ideate, validate, go-to-market and scale. It compliments vibe-coding tools and other specialized apps or agents by functioning as a high-level "executive filter" that actually follows entrepreneurship best practices, so you can focus on the right things and the right time to be success. Use Siift to: - Organize & track business context, activities & progress - Validate assumptions with automated feedback loops - Automate & coordinate workflows across your team & tools siift is a strategic thought partner that master context manager that helps entrepreneurs and startups avoid all the modern issues with generalist AI systems: context rot, sycophancy, blindspots from blackbox AI reasoning, burning tokens on aimless agents, plus IP leakage to big AI spyware. Ultimately siift helps build startups and businesses from the ground up more effectively and efficiently, with a truly private AI built on deep entrepreneurial experience and principles. FEATURES • Business OS: Provides a structured workspace to track your startup goals, daily activities, and overall progress. • Strategic Partner: Acts as an executive guide that applies proven entrepreneurial principles to your decision-making. • Assumption Validator: Uses automated feedback loops to test your business ideas before you invest too much time. • Workflow Orchestrator: Connects your team and tools to automate repetitive tasks and keep everyone aligned. • Context Manager: Remembers your business history so you avoid the repetition and confusion common with standard AI. • Privacy Shield: Keeps your sensitive intellectual property secure instead of leaking data to big AI companies. • Resource Optimizer: Prevents wasted time and tokens by focusing your AI usage on high-impact, actionable tasks.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind siift?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of siift?

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?

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
    119 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?

Squad AI

Squad AI is an advanced product management platform that leverages artificial intelligence to streamline the entire product development lifecycle. By integrating customer feedback, aligning it with business objectives, and automating strategic planning, Squad AI empowers teams to build user-centric products efficiently. Its AI-driven approach ensures that every development decision is data-informed, reducing manual overhead and enhancing collaboration across teams. Key Features and Functionality: - AI-Powered Insights: Squad AI aggregates and analyzes customer feedback, surfacing actionable opportunities aligned with business goals. - Strategic Planning Tools: The platform offers dynamic opportunity-solution trees (OSTs) and the Strategy Canvas, providing top-down visibility and guidance to keep teams focused on impactful tasks. - Automated Roadmapping: Squad AI automates the creation and maintenance of product roadmaps, connecting every solution directly to business objectives and recommending prioritized actions based on real customer insights. - Document Generation: The platform generates comprehensive product requirement documents (PRDs), breaking down solutions into features and tasks, and integrating seamlessly with development tools. - Seamless Integrations: Squad AI integrates with existing workflows, connecting with tools like Notion, Typeform, and Zapier to ensure smooth data flow and collaboration. Primary Value and Problem Solved: Squad AI addresses common challenges in product management, such as misalignment between teams, overwhelming data administration, and analysis paralysis. By automating strategic planning and decision-making processes, it reduces reliance on subjective opinions and ensures that product development is guided by real user data and business objectives. This leads to more efficient workflows, better collaboration, and the delivery of products that truly meet customer needs.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Squad AI?

  • Seller: Squad AI
  • Year Founded: 2023
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Squad AI?

Stardust

Stardust is a comprehensive platform designed to streamline the development and management of blockchain-based applications. It offers a suite of tools and services that enable developers to integrate blockchain technology seamlessly into their projects, reducing complexity and accelerating time-to-market. Key Features and Functionality: - Blockchain Integration: Provides APIs and SDKs for easy incorporation of blockchain functionalities into applications. - Scalability: Supports high transaction volumes, ensuring applications can grow without performance degradation. - Security: Implements robust security protocols to protect data and transactions. - User Management: Offers tools for managing user identities and permissions within the blockchain environment. - Analytics: Delivers insights into application performance and user engagement through comprehensive analytics. Primary Value and Problem Solved: Stardust addresses the challenges developers face when integrating blockchain technology, such as complexity, scalability, and security concerns. By providing a user-friendly platform with essential tools and services, it enables developers to focus on creating innovative applications without the overhead of managing blockchain infrastructure. This accelerates development cycles, reduces costs, and ensures that applications are secure and scalable from the outset.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Stardust?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Stardust?

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