Best Emerging AI Software - Page 4

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 8,816

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
  • 30,200+ Authentic Reviews
  • 8,816+ 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.

GEOMetrics (Former LLMO Metrics)

GEO Metrics is an AI Search Analytics platform that helps brands and agencies understand, measure, and improve their visibility across AI-powered answer engines like ChatGPT, Gemini, and Perplexity. The platform enables you to: Identify which prompts your brand appears in Analyze which competitors are being recommended Understand the sources AI uses to generate responses Discover new visibility opportunities in AI Search Track the evolution of your presence across AI answer engines GEO Metrics turns a complex and opaque process into actionable data, helping marketing, SEO, and growth teams adapt to a new acquisition layer: being recommended by AI.

Average Rating: 4.5/5.0

Total Reviews: 9

Who Is the Company Behind GEOMetrics (Former LLMO Metrics)?

Who Uses This Product?

  • Company Size: 78% Small, 11% Medium

What Are Recent G2 Reviews of GEOMetrics (Former LLMO Metrics)?

Intelligent Media Search

Intelligent Media Search by Gyrus is an AI-powered solution that enables fast, accurate, and context-aware search across large video archives - without relying on manual tagging or metadata. Designed for media professionals, it brings efficiency, explainability, and full deployment flexibility. Key Features: • On-Premise Ready: Fully deployable on your own infrastructure for complete data privacy and control. (Also available for Cloud and Edge environments.) • Lightweight & Cost-Effective: Runs on mid-range GPUs with minimal compute requirements. • No Tagging or Metadata Needed: Instantly searchable without manual effort. • Custom Multi-Modal AI: Aligns text queries with visual and audio elements in videos. • Embedding Generation: Understands scenes, actions, and context for deeper insight. • Semantic Knowledge Graph: Links concepts and relationships to improve discovery. • Verifiable & Explainable: Every result includes a clear trace of how it was found. • Domain-Specific Intelligence: Tuned to industries like news, sports, entertainment, and more. • Rich Video & Audio Descriptions with Sentiment: Balanced, AI-generated summaries of both visual and audio streams.

Average Rating: 4.9/5.0

Total Reviews: 9

Who Is the Company Behind Intelligent Media Search?

  • Seller: Gyrus AI
  • Year Founded: 2018
  • HQ Location: Santa Clara, US
  • Twitter: @GyrusAI
    126 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    38 employees on LinkedIn®
  • Phone: +1(408) 393 3645

Who Uses This Product?

  • Company Size: 44% Medium, 33% Small

What Are Recent G2 Reviews of Intelligent Media Search?

Prodeia

Prodiea is an AI product helping enterprises and IT leaders identify and adapt the latest AI tools for their IT services needs. Our product uses AI agents to align engagement plans and work allocation, which enables faster application development and product engineering, resulting in faster turnaround of IT initiatives. This also delivers substantial cost savings for IT services and drive IT team size optimization. We built Prodeia after seeing IT leaders struggle with rising costs, oversized teams, slow timelines, and limited visibility in application development, enhancement, and product engineering work. Prodeia uses AI agents to help enterprises adopt and apply the latest AI tools within their IT services engagements. It acts as a platform where work is planned, coordinated, and tracked while enabling faster delivery of IT initiatives and meaningful reductions in team size and costs.

Average Rating: 4.8/5.0

Total Reviews: 9

Who Is the Company Behind Prodeia?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 133% Medium

What Do G2 Reviewers Say About Prodeia?

AI-generated summary from verified user reviews

Pros
  • Users value the transformative innovation management of Prodeia, empowering all team members to contribute effectively.
  • Users appreciate the organized tracking of ideas in Prodeia, transforming chaos into a structured innovation process.
  • Users commend the ease of use of Prodeia, facilitating smooth transitions from concepts to structured designs effortlessly.
  • Users value how Prodeia's intuitive product development streamlines the transition from ideas to market-ready products.
  • Users love the intuitive interface of Prodeia, making innovation easy for everyone on their team.
Cons
  • Users experience a steep learning curve initially, but find support resources helpful in navigating the platform.
  • Users find limited customization options somewhat restrictive, though the standard workflows are generally effective.
  • Users find the UI design lacking intuitiveness, especially for complete beginners, despite having excellent learning resources.

What Are Recent G2 Reviews of Prodeia?

Teamsmart.ai

Teamsmart.ai represents the next generation of AI assistants, built upon scientific research. It is designed to be accessible through a chat interface and a Chrome extension. Teamsmart boasts impressive capabilities in conversational and text processing tasks, while ensuring a consistent level of reliability and predictability. With Teamsmart, users can benefit from a variety of use cases, such as summarization, search, creative and collaborative writing, Q&A, coding, and more. Early customers have commended Teamsmart for surpassing other market alternatives, like Teamsmart.ai, thanks to its diverse range of specialized assistants tailored for specific tasks.

Average Rating: 4.5/5.0

Total Reviews: 9

Who Is the Company Behind Teamsmart.ai?

Who Uses This Product?

  • Company Size: 56% Small, 33% Medium

What Do G2 Reviewers Say About Teamsmart.ai?

AI-generated summary from verified user reviews

Pros
  • Users find Teamsmart.ai to be user-friendly and efficient, streamlining work tasks and improving productivity.
  • Users love the ease of use of Teamsmart.ai, highlighting its user-friendly interface and comprehensive features.
  • Users value the time-saving capabilities of Teamsmart.ai, streamlining multiple tasks into one efficient tool.
  • Users love the versatile use of Teamsmart.ai, handling diverse tasks efficiently with a single powerful tool.
  • Users praise the excellent customer support and appreciate the user-friendly nature of Teamsmart.ai.
Cons
  • Users report slow performance with Teamsmart.ai, noting significant loading times and slower AI responses compared to competitors.
  • Users find it challenging to choose among many bots due to repetitive AI responses that lack relevant solutions.
  • Users find the higher price limits access for small businesses and experience slower AI performance compared to alternatives.
  • Users find the repetitive content in Teamsmart.ai frustrating, especially when the AI fails to provide helpful responses.

What Are Recent G2 Reviews of Teamsmart.ai?

Arkham

Arkham is a Data & AI Platform that helps mid-market and large enterprises: -Unify fragmented systems and data -Build a single source of trusted operational metrics -Solve complex challenges with AI models tailored to their operations Business and technology teams at companies like Circle K and Kimberly Clark partner with us to accelerate their AI transformation roadmap. From simplifying access to business intelligence to automating complex processes, our customers, from retail to infrastructure, partner with us to achieve high-impact operational results, fast and at a fraction of the cost of internal development.

Average Rating: 4.9/5.0

Total Reviews: 8

Who Is the Company Behind Arkham?

  • Seller: Arkham
  • Year Founded: 2023
  • HQ Location: Miami, US
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Arkham?

Fast Simon

Fast Simon redefines ecommerce product discovery by combining AI with merchant insight to inspire shoppers. Merchandising, personalization, search, and AI assistants operate together, adapting to every shopper interaction, delivering sustained increases in conversion, AOV, and revenue. Designed from the ground up for automation & self-service, Fast Simon delivers AI search, collection filters, merchandising, personalization, similar styles, and complete-the-look to increase merchants’ conversion rate and AOV. Our integrated platform not only replaces point solutions, but also delivers superior experience due to the number of data streams fed to its AI engine. Fast Simon uses shopper behavior signals, store signals and merchant policies to deliver personalized search, collections, upsell, cross-sell, ad-platforms data feeds, and campaigns.

Average Rating: 4.3/5.0

Total Reviews: 46

Who Is the Company Behind Fast Simon?

  • Seller: Fast Simon
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Palo Alto, CA
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 71% Small, 29% Medium

What Are Recent G2 Reviews of Fast Simon?

What Are G2 Users Discussing About Fast Simon?

Meta

Meta AI is a leading artificial intelligence research and development organization dedicated to advancing the field of AI through open research and collaboration. As part of Meta (formerly Facebook), Meta AI focuses on creating innovative AI technologies that enhance user experiences across various platforms and applications. Key Features and Functionality: - Open Research Initiatives: Meta AI conducts cutting-edge research in areas such as computer vision, natural language processing, and machine learning, contributing to the broader AI community. - AI-Powered Products: The organization develops AI technologies that power features in Meta's products, including content moderation, personalized recommendations, and augmented reality experiences. - Collaborative Tools: Meta AI provides tools and platforms that enable developers and researchers to build and deploy AI models efficiently. Primary Value and User Solutions: Meta AI aims to push the boundaries of artificial intelligence to create more intuitive and engaging user experiences. By integrating advanced AI technologies into Meta's suite of products, it enhances content relevance, improves communication tools, and fosters innovative applications in augmented and virtual reality. For developers and researchers, Meta AI offers resources and platforms to accelerate AI development, promoting collaboration and innovation within the AI community.

Average Rating: 4.8/5.0

Total Reviews: 8

Who Is the Company Behind Meta?

Who Uses This Product?

  • Company Size: 63% Small, 38% Medium

What Are Recent G2 Reviews of Meta?

Meta AI App

Meta AI is an advanced artificial intelligence assistant developed by Meta Platforms, designed to seamlessly integrate into users' daily digital experiences. Built upon Meta's Llama 3.1 model, Meta AI offers a range of functionalities, including answering questions, assisting with writing tasks, providing step-by-step guidance, and generating images to share with friends. Accessible across Meta's family of apps—such as Facebook, Instagram, Messenger, and WhatsApp—as well as on smart devices like Ray-Ban Meta smart glasses and the web, Meta AI aims to be a versatile and personalized digital companion.

Average Rating: 4.1/5.0

Total Reviews: 8

Who Is the Company Behind Meta AI App?

  • Seller: Meta Platforms, Inc
  • Year Founded: 2008
  • HQ Location: Menlo Park, CA
  • Twitter: @Meta
    9,891,711 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    164,238 employees on LinkedIn®
  • Ownership: NASDAQ: META

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Are Recent G2 Reviews of Meta AI App?

Openai

OpenAI Academy is a comprehensive educational platform designed to empower individuals and organizations to effectively harness the transformative power of artificial intelligence (AI). Through a blend of expert-led workshops, community-driven discussions, and a rich repository of digital content, the Academy caters to a diverse audience, ranging from AI novices to seasoned professionals. Its mission is to democratize AI knowledge, ensuring that participants from all backgrounds can confidently integrate AI into their personal and professional endeavors. Key Features and Functionality: - Expert & Community-Led Learning: Participants engage with OpenAI experts and external innovators to explore real-world AI applications and stay updated on the latest industry trends. - Connections & Collaboration: The platform fosters meaningful relationships through discussions, shared learning experiences, and community-driven projects, enabling collaboration among peers, innovators, and industry leaders. - Events: OpenAI Academy hosts a variety of virtual and in-person events, including workshops and speaker series, to facilitate continuous learning and networking opportunities. - Knowledge Hub: A comprehensive repository of resources, including quick videos, tutorials, and articles, covers topics from foundational AI literacy to advanced integration techniques for engineers. - Community Groups: Participants can connect with peers based on shared interests or geographic location, promoting discussions, collaborative learning, and joint projects. - Certification Programs: The Academy plans to offer certifications for different levels of AI proficiency, from basic prompt engineering to advanced AI-enabled work, with pilot programs expected to launch in late 2025 or early 2026. Primary Value and Solutions Provided: OpenAI Academy addresses the growing need for accessible and comprehensive AI education. By offering a structured learning environment that combines expert insights with community engagement, the Academy enables participants to: - Enhance Creativity and Productivity: Learn to apply AI tools to solve complex problems, streamline workflows, and boost creative endeavors. - Stay Informed: Keep abreast of new AI products and cutting-edge solutions directly from OpenAI experts, ensuring readiness to innovate in various fields. - Build Collaborative Networks: Establish connections with peers and industry leaders, fostering a collaborative community that drives innovation and shared learning. - Gain Actionable Insights: Access a wealth of resources and events that provide practical knowledge and skills applicable to real-world scenarios. By democratizing access to AI knowledge, OpenAI Academy empowers individuals and organizations to confidently integrate AI into their lives, work, and communities, ensuring that the benefits of artificial intelligence are accessible to all.

Average Rating: 3.7/5.0

Total Reviews: 8

Who Is the Company Behind Openai?

Who Uses This Product?

  • Company Size: 38% Medium, 38% Small

What Are Recent G2 Reviews of Openai?

SMS-iT

SMS-iT (SE-Mi Sentient iT) is an advanced Agentic AI-powered RAAS (Results-as-a-Service) platform designed to automate and streamline business operations across sales, marketing, and management. Unlike traditional CRM tools, SMS-iT combines CRM, ERP, and over 60 integrated microservices into a single comprehensive solution. By leveraging intelligent automation, businesses benefit from autonomous customer acquisition, enhanced customer engagement, predictive analytics, and real-time decision-making. Its unified communication system seamlessly integrates SMS, MMS, email, voice, video, and social media, ensuring consistent, personalized interactions across all customer touchpoints. SMS-iT’s flexible architecture allows businesses to customize their own automation stack, significantly reducing operational complexity and overhead costs. With SMS-iT, organizations scale efficiently, close deals faster, and deliver measurable, predictable outcomes, freeing up teams to focus strategically on driving growth and innovation.

Average Rating: 4.4/5.0

Total Reviews: 8

Who Is the Company Behind SMS-iT?

  • Seller: SMS-iT
  • Year Founded: 2022
  • HQ Location: San Francisco, US
  • Twitter: @smsit_ai
    151 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 13% Medium

What Do G2 Reviewers Say About SMS-iT?

AI-generated summary from verified user reviews

Pros
  • Users find SMS-iT's ease of use exceptional, enabling effortless management of targeted messaging campaigns and outreach.
  • Users commend SMS-iT for its ease of use and flexibility, enabling targeted outreach and effective voter engagement.
  • Users value the automation features of SMS-iT, enhancing efficiency in outreach and campaign management.
  • Users highlight the efficiency of SMS-iT in managing outreach campaigns with ease and targeted automation tools.
  • Users praise the great customer service of SMS-iT, enhancing their overall experience with the platform.
Cons
  • Users find the current UI/UX lacking in SMS-iT, expressing a need for more focused improvements in this area.
  • Users find the account setup process complicated, though customer service provides necessary support during the onboarding.
  • Users feel there are too many development challenges, urging a focus on improving UI and UX for better experience.
  • Users face issues with missing features like power dialer and IVR, impacting the functionality of SMS-iT.

What Are Recent G2 Reviews of SMS-iT?

Abridge

Abridge is an AI-powered platform designed to transform patient-clinician conversations into structured, clinically useful, and billable notes in real-time. By integrating seamlessly into Electronic Health Record workflows, Abridge enhances clinical documentation efficiency, allowing healthcare professionals to focus more on patient care and less on administrative tasks. The platform is powered by the Abridge Contextual Reasoning Engine, ensuring accurate and compliant notes at the point of care. Key Features and Functionality: - Multi-Setting Compatibility: Operates effectively across various care settings, including outpatient, emergency medicine, and inpatient environments. - Specialty Versatility: Provides clinically accurate summaries and medical terminology across multiple specialties. - Multilingual Support: Recognizes and processes conversations in a wide range of languages, facilitating accurate note-taking in diverse linguistic contexts. - Integrated Workflows: Adapts seamlessly to existing implementations and EHR workflows, enhancing operational efficiency. - Problem Prediction: Automatically captures precise medical problems by intelligently recognizing and grouping medical language that aligns with appropriate billing codes. - Actionable Outputs: Generates EHR-integrated, actionable outputs, such as medical orders, to reduce clinicians' cognitive load. - Evidence-Based Notes: Produces auditable and compliant notes by linking AI-drafted outputs to source information, ensuring transparency and trust. Primary Value and Solutions Provided: Abridge addresses the significant challenge of administrative burden in healthcare by automating the documentation process. This automation leads to a substantial decrease in cognitive load for clinicians, as evidenced by a 78% reduction reported by Christus Health. Additionally, the platform enhances patient engagement and satisfaction by allowing clinicians to devote more attention to patient interactions rather than documentation tasks. For instance, UVM Health Network observed a 53% improvement in professional fulfillment among its clinicians after implementing Abridge. By streamlining clinical documentation, Abridge not only improves operational efficiency but also contributes to better patient outcomes and clinician well-being.

Average Rating: 4.2/5.0

Total Reviews: 16

Who Is the Company Behind Abridge?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 44% Large, 38% Medium

What Are Recent G2 Reviews of Abridge?

What Are G2 Users Discussing About Abridge?

Crusoe.AI

Crusoe is powering the AI revolution with an energy-first approach to AI infrastructure. We’re vertically integrated, meaning we find innovative energy sources, build and manage hyperscale AI factories, and offer a scalable AI cloud platform to build, train and serve AI models. Crusoe provides the foundational AI infrastructure so our customers can build the future faster.

Average Rating: 4.2/5.0

Total Reviews: 11

Who Is the Company Behind Crusoe.AI?

  • Seller: Crusoe, Inc
  • Year Founded: 2018
  • HQ Location: Denver, US
  • Twitter: @CrusoeAI
    15,386 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,703 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 55% Medium, 36% Large

What Are Recent G2 Reviews of Crusoe.AI?

Eve

Eve is an AI-powered legal assistant designed to revolutionize case management for plaintiff law firms. By automating routine tasks such as case intake, document drafting, and discovery management, Eve enables legal professionals to focus on strategic, high-value activities. This comprehensive tool acts as a "second brain," enhancing efficiency and allowing firms to handle more cases without increasing headcount.

Average Rating: 4.5/5.0

Total Reviews: 7

Who Is the Company Behind Eve?

Who Uses This Product?

  • Company Size: 71% Medium, 29% Small

What Are Recent G2 Reviews of Eve?

EvenUp

EvenUp is a personal injury AI platform that automates case workflows for plaintiff law firms from intake through resolution. Powered by Piai™, a proprietary AI model trained exclusively on personal injury data. EvenUp helps firms draft documents faster, monitor cases proactively, and grow caseload without adding headcount. Personal injury law firms use EvenUp to replace manual, time-intensive case work with AI-driven automation across the full case lifecycle. The platform serves attorneys, paralegals, and case managers at PI firms of all sizes across the United States. Key capabilities of EvenUp include: - AI document drafting: Generates demand letters, complaints, negotiation sheets, mediation briefs, and discovery documents in minutes, mirroring a firm's own style and structure. - Medical Management: Produces interactive treatment timelines with ICD-coded diagnoses and line-level exhibit citations for fast case review. - Proactive case monitoring: Tracks client treatment daily, flags missed appointments, and surfaces missing documentation before negotiation. - Communications Agents: Handles insurance claims, medical balance verification, record chasing, and client check-ins autonomously, saving over nine hours per case. - AI Playbooks: Audits every case at scale, flags value drivers like TBIs and commercial carriers, and routes cases to the right team automatically. - Executive analytics: Delivers caseload benchmarks, treatment gap trends, and demand delay tracking for firm-wide decision making. - Pre-litigation as a Service: PLAAS™ handles soft-tissue cases end-to-end, allowing attorneys to focus on higher-value litigation. EvenUp is purpose-built for personal injury law, SOC2 and HIPAA certified.

Average Rating: 5.0/5.0

Total Reviews: 11

Who Is the Company Behind EvenUp?

  • Seller: EvenUp
  • Year Founded: 2019
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    856 employees on LinkedIn®
  • Ownership: EvenUp
  • Phone: (415) 406-9002

Who Uses This Product?

  • Top Industries: Legal Services, Law Practice
  • Company Size: 55% Medium, 45% Small

What Are Recent G2 Reviews of EvenUp?

Humanizer.org

Humanizer.org is an advanced AI humanizer, reshaping AI-generated content into engaging, authentic language. Through the analysis of countless data points, it emulates human conversational patterns, enriching the quality of AI text. Valued by students, content creators, business professionals, and SEO specialists, it elevates AI-written content to improve user interaction and boost Google rankings. Unlike ordinary paraphrasing tools, Humanizer.org incorporates human-like thought patterns, creating unique, natural-sounding content that evades plagiarism checkers. With multilingual support, it empowers users to generate content in their native language, fostering broader audience engagement.

Average Rating: 4.4/5.0

Total Reviews: 7

Who Is the Company Behind Humanizer.org?

Who Uses This Product?

  • Company Size: 71% Medium, 57% Small

What Are Recent G2 Reviews of Humanizer.org?

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