Best Emerging AI Software - Page 7

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.

Alie

Suggest IQ is Muvi’s AI-powered Recommendation Engine useful for website & mobile applications. Suggest IQ captures and analyzes user data to make accurate product/content recommendations in real-time as per individual user’s tastes and preferences. Best suited for streaming services, e-commerce sites, and EdTech portals, Suggest IQ is known for hassle-free integration and commits to 100% Transparent data usage.

Average Rating: 4.8/5.0

Total Reviews: 4

Who Is the Company Behind Alie?

  • Seller: Muvi
  • Year Founded: 2013
  • HQ Location: Ashburn, Virginia
  • LinkedIn® Page: www.linkedin.com
    201 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Alie?

AI-generated summary from verified user reviews

Pros
  • Users value the personalized recommendations from Alie, benefiting from tailored suggestions based on their preferences.

What Are Recent G2 Reviews of Alie?

What Are G2 Users Discussing About Alie?

Anytime AI

Anytime AI is the #1 Agentic AI platform for complex litigation, purpose-built for plaintiff law firms handling personal injury, medical malpractice, mass tort, product liability, wrongful death, and other high-stakes litigation matters. Built Beyond Volume. Built for Depth. Built for Verdicts. Anytime AI delivers advanced Agentic AI for law firms, transforming fragmented legal workflows into a unified litigation intelligence platform that helps attorneys work faster, smarter, and more strategically from intake through settlement and trial preparation. Designed specifically for plaintiff litigation, Anytime AI combines an AI legal assistant with autonomous legal workflow automation, AI-powered medical record review, legal document analysis, litigation drafting, discovery automation, and AI legal research in one secure, enterprise-grade platform. Law firms use Anytime AI to streamline case preparation, reduce manual administrative work, increase case capacity, and improve litigation efficiency without sacrificing accuracy, security, or control. Unlike generic AI tools, Anytime AI is a purpose-built Agentic AI platform designed specifically for complex plaintiff litigation workflows. Its intelligent AI agents help attorneys automate repetitive legal tasks, analyze large volumes of case documents, generate litigation work product, and surface strategic case insights with speed and precision. Security and confidentiality are foundational to Anytime AI. The platform is secure, closed, and enterprise-grade, ensuring client data is never used to train public AI models. Anytime AI protects sensitive legal and medical information with HIPAA compliance, 256-bit encryption, strict access controls, secure cloud infrastructure, and permission-based data management so firms maintain complete confidentiality, compliance, and ownership of their data at all times. Anytime AI transforms how litigation teams handle complex medical records by instantly analyzing thousands of pages of records and generating structured medical chronologies, treatment summaries, diagnoses, timelines, and case insights in minutes. The platform identifies missing records, care gaps, inconsistencies, pre-existing conditions, and critical facts that impact litigation strategy and settlement value. The platform also streamlines demand letter generation, discovery workflows, and legal drafting by producing customized demand packages, interrogatory responses, objections, deposition outlines, complaints, motions, and other litigation documents aligned with each firm’s voice and formatting standards. Attorneys can review and analyze large volumes of documents in minutes with AI that flags contradictions, evidentiary gaps, and key case details while linking every insight directly back to source material for verification and defensibility. In addition, Anytime AI provides citation-backed, jurisdiction-specific AI legal research that analyzes statutes, case law, regulations, opposing arguments, and factual scenarios to generate clear, verifiable legal reasoning supported by authoritative sources. The platform’s Agentic AI capabilities allow attorneys to move from legal research and document review to drafting and case strategy significantly faster while maintaining high-quality, court-ready work product. Beyond technology, Anytime AI is committed to real law firm adoption and measurable outcomes. Every client receives dedicated onboarding, training, and ongoing support to ensure successful integration into real litigation workflows. Our mission is to help plaintiff firms scale operations, improve efficiency, reduce repetitive work, and achieve stronger, faster, and more profitable case outcomes with precision, security, and control.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Anytime AI?

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of Anytime AI?

BabyLoveGrowth

BabyLoveGrowth is an AI-powered platform designed to automate and enhance organic growth strategies for businesses aiming to increase their visibility on search engines like Google and AI-driven platforms such as ChatGPT. By integrating content creation, backlink generation, and technical SEO audits into a seamless workflow, BabyLoveGrowth enables companies to efficiently scale their online presence without the need for extensive manual effort. Key Features and Functionality: - Daily SEO Articles: Automatically generates and publishes daily branded articles tailored to your business's tone and voice, complete with optimal structure, internal links, citations, infographics, and YouTube videos. - 30-Day Content Plan: Develops a comprehensive monthly content strategy featuring various article types, optimized to maximize references from large language models (LLMs). - Automated Publishing: Seamlessly integrates with popular CMS platforms like WordPress, Webflow, Wix, Shopify, and others via API, enabling automatic content publishing. - Quality Backlinks: Builds high-quality backlinks by naturally linking your blogs within the network of other clients, enhancing domain authority and search engine rankings. - Technical GEO Audit: Conducts thorough website audits to identify and rectify issues such as schema errors, meta tags, broken links, alt text, and sitemaps, ensuring optimal site performance. - Reddit AI Agent: Identifies relevant conversations on platforms like Reddit, facilitating strategic participation to boost brand visibility in discussions that LLMs reference. Primary Value and User Solutions: BabyLoveGrowth addresses the challenges businesses face in achieving sustainable organic growth by automating the entire SEO process. It eliminates the need for in-depth SEO expertise or significant time investment by providing a hands-off solution that delivers consistent, high-quality content, builds authoritative backlinks, and ensures technical SEO health. This comprehensive approach not only enhances search engine rankings but also increases visibility on AI-driven platforms, driving measurable improvements in organic traffic and conversion rates.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind BabyLoveGrowth?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of BabyLoveGrowth?

BeyondMath

BeyondMath is an AI-driven simulation platform that revolutionizes engineering design by enabling rapid, accurate assessments of complex physical phenomena without the need for physical prototypes or extensive computational resources. By leveraging advanced artificial intelligence trained on the fundamental equations governing the physical world, BeyondMath accelerates engineering iterations by a factor of 1,000 compared to traditional methods, significantly reducing both time and cost.

Average Rating: 4.3/5.0

Total Reviews: 4

Who Is the Company Behind BeyondMath?

  • Seller: BeyondMath
  • Year Founded: 2022
  • HQ Location: London, GB
  • LinkedIn® Page: linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of BeyondMath?

CaptchaAI

CaptchaAI is a CAPTCHA-solving platform built for developers, automation tools, and businesses that need to solve CAPTCHAs at scale without paying for every single solve. Unlike traditional CAPTCHA-solving services that charge per 1,000 CAPTCHAs, CaptchaAI offers unlimited solving through thread-based subscription plans starting at just $15/month. Users pay for the concurrency they need rather than the number of CAPTCHAs they solve, making the effective cost per 1,000 solves significantly lower than traditional pay-per-solve providers, especially for high-volume automation. Key Features - Unlimited CAPTCHA Solving: Solve without per-CAPTCHA limits within the concurrency capacity of your subscription plan. - Lower Cost per 1,000 Solves: The more you solve, the lower your effective cost per 1,000 becomes—making CaptchaAI especially cost-effective for high-volume users compared with traditional CAPTCHA-solving services. - Plans Starting at $15/Month: Access unlimited CAPTCHA solving with predictable subscription pricing instead of paying separately for every 1,000 solves. - Wide CAPTCHA Support: Supports reCAPTCHA v2, reCAPTCHA v3, reCAPTCHA Enterprise, Cloudflare Turnstile, Cloudflare Challenge, Geetest v3, BLS, CaptchaFox, Friendly Captcha, Lemin Captcha, Solve Media, 27,500+ image CAPTCHA types, and more. - Fast & Accurate Solving: Get CAPTCHA solutions with solve times starting from just 0.5 sec for image CAPTCHAs, delivering the speed and reliability needed for high-volume automation. - Thread-Based Scalability: Choose the number of concurrent solving threads your workflow requires and scale as your automation volume grows. - Easy Integration: Integrate CaptchaAI into scripts, bots, applications, and automation tools through its API or CaptchaAI Emulator. - Built for High-Volume Automation: Designed for developers, software providers, automation teams, and businesses running large numbers of CAPTCHA-solving tasks. Why CaptchaAI? CaptchaAI changes the economics of CAPTCHA solving. Instead of continuously paying for every 1,000 CAPTCHAs solved, users subscribe to the solving capacity they need and can run unlimited solves within that capacity. Starting from just $15/month, high-volume users can achieve an effective cost per 1,000 solves that is dramatically lower than traditional pay-per-solve CAPTCHA services while keeping costs predictable as usage grows. CaptchaAI combines broad CAPTCHA coverage, fast and reliable solving, scalable concurrency, simple integration, and a subscription model designed for users who need to solve more while spending less.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind CaptchaAI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of CaptchaAI?

Casablanca.AI

Casablanca is an AI-based tool designed to incorporate authentic eye contact video calls. It runs on both Windows and Mac and is built to work with all video conferencing platforms like Microsoft Teams, Zoom, Google Meet etc. Casablanca.AI aims to replace the cold distance of traditional video calling with more realistic facial expressions and genuine interactions. The tool frontalizes your head as well as your gaze, so that it appears you are looking directly at your conversation partner, adding a level of authenticity to digital conversations. Notably, Casablanca frontalizes the entire head, not just the eyes. This means that even if you are looking at a second screen, the software will frontalize your face for an optimal alignment in the video. An important feature is the non-permanent staring. This means that if you look away in real-life, your gaze direction in the video will change accordingly, emulating a natural conversation. Overall, Casablanca.AI is focused on creating a real, authentic connection in video calls by mimicking the natural behavior of eye contact and facial movements. The tool currently offers a free product which can be downloaded from their website.

Average Rating: 4.5/5.0

Total Reviews: 3

Who Is the Company Behind Casablanca.AI?

  • Seller: Casablanca.AI
  • Year Founded: 2020
  • HQ Location: Pforzheim, DE
  • Twitter: @CasablancaAI
    192 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 88% Small, 13% Large

What Do G2 Reviewers Say About Casablanca.AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integration of Casablanca.AI with various platforms, enhancing their online meeting experience effortlessly.
  • Users admire the seamless integrations of Casablanca.AI with various platforms, enhancing versatility and functionality in online meetings.
  • Users appreciate the superior audio quality of Casablanca.AI, enhancing their online meeting experiences significantly.
  • Users value the cross-platform accessibility of Casablanca.AI, effortlessly using it across various applications and devices.
  • Users commend the ease of use of Casablanca.AI, finding it simple to install on their PCs.
Cons
  • Users report poor video quality, citing issues like loss of sharpness and ineffective controls that hinder experience.
  • Users report control issues with Casablanca.AI, indicating the need for improved eye tracking and head movement.
  • Users face performance issues due to hardware dependency, restricting accessibility for those with older devices.

What Are Recent G2 Reviews of Casablanca.AI?

Emmi AI

Large Engineering Models are pre-trained engineering intelligence that replace solvers, work everywhere, and deliver instant physics-accurate results for entire verticals.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind Emmi AI?

  • Seller: Emmi AI
  • Year Founded: 2024
  • HQ Location: Linz, AT
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Emmi AI?

Gumloop

AgentHub streamlines complex workflows through advanced AI automation.

Average Rating: 4.8/5.0

Total Reviews: 7

Who Is the Company Behind Gumloop?

  • Seller: Gumloop
  • Year Founded: 2023
  • HQ Location: Canada
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 14% Large, 14% Small

What Are Recent G2 Reviews of Gumloop?

Incerto

Incerto is your AI-native copilot that understands your database and helps you do tasks faster using natural language, with the help of multiple AI agents. It runs an advance context engine under the hood which helps AI agents truly understand your databases. With our AI Copilot for Databases: - Devs/DBAs no longer need to manually hunt for issues, Incerto automatically detect production problems and provide ready-to-apply solutions. - BI teams can uncover insights and deliver reports the same day - no more waiting weeks. - Software developers can write efficient queries without relying on DBAs for every optimization.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind Incerto?

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Incerto?

Lookio

Lookio is the API-first brain for your company’s automation. It allows you to transform disorganized internal documentation including PDFs, Docx, TXT, CSV, and live URLs into intelligent AI assistants that deliver precise, source-cited answers. While tools like GPTs lock your knowledge in a standalone chat window, Lookio is built for the agentic era. With a robust REST API, a dedicated MCP server, and a powerful CLI, Lookio acts as the long-term memory for your AI agents (Claude, Antigravity) and automated workflows (n8n, Make, Zapier). Key features: - Hybrid knowledge base: Securely sync proprietary docs and live website sitemaps to create a comprehensive expert system. - Sourced accuracy (RAG): Every answer is grounded in your verified documents, eliminating hallucinations and providing clear citations. - Built for automation: Use our API to power custom support bots, SEO content pipelines, or internal knowledge hubs without building a RAG stack from scratch. - Flexible query modes: Choose between eco, flash, Europe, and deep modes to perfectly balance speed, intelligence, and cost. - Live AI widgets: Deploy a knowledge-aware chat widget to your website or documentation platform in under 2 minutes.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind Lookio?

  • Seller: Lookio
  • Year Founded: 2025
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Lookio?

Lunos

Lunos is an AI worker for accounts receivable. It manages collections, outreach, dispute resolution and cash application the way an experienced AR professional would, only at the scale of every customer, every invoice, every day. Finance teams use Lunos to get paid faster, free their AR analysts from manual outreach and get a live picture of receivables without scrambling before every board meeting. The status quo is broken. 57% of B2B invoices are paid late. 77% of AR teams say they cannot keep up. Legacy AR automation software tried to fix this with rigid workflows and no-reply dunning emails that annoy customers and leave money on the table. Spreadsheets and manual follow-up work, but they do not scale. Lunos closes the gap by bringing the human approach to receivables management to a level of scale and consistency that was not possible before. How Lunos works: Plug and play integrations. Connect NetSuite, QuickBooks, Xero, Salesforce, HubSpot, Slack and email in an afternoon. No six-month implementation, no professional services bill. Continuous customer analysis. Lunos reads every invoice, every email and every note, building a live view of each account and the trends across your book. Personalized decisions. From friendly nudges to escalations, payment plans and credit holds, every action is tailored to that customer's history, risk and relationship. Two-way communication. Lunos drafts and sends outreach, handles replies, surfaces disputes and loops in your team when it matters. Email, chat and Slack today. AI phone calls, letters and SMS coming soon. Board-ready visibility. Real-time DSO, aging, cash forecasts and the story behind every account. Three autonomy modes, your choice for each customer: Monitor for your largest, most complex customers. Full visibility, zero AI actions. Suggest for the middle of your book. AI does the work, your team approves. Act for the long tail. Lunos runs end-to-end and only escalates when it should. Lunos customers typically see receivables drop 10-60% within the first month of full usage, and AR teams reclaim tens to hundreds of hours every month. No need to keep scaling headcount as you grow. Built by the team behind GoCardless. Backed by General Catalyst and Cherry Ventures. Lunos is the AI agent for finance leaders who want to tame the wild west of receivables without losing the human touch their customers expect.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Lunos?

  • Seller: Lunos
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Lunos?

NSOffice AI

NSOffice.AI is an enterprise AI platform built on a proprietary System of Context architecture. It connects your existing data, systems, and workflows into a single enterprise brain; so, Finance, Sales, Marketing, and Operations teams spend less time searching for answers and more time moving the metrics that matter. Our agents handle the high-friction, cross-functional work that slows enterprise teams down. Teams use it to run rolling forecasts grounded in live ERP and CRM data, automate month-end close and variance reporting, execute autonomous workflows across departments, and get contextually accurate answers to complex business questions all within a secured, governed interface. Everything is grounded in your own verified data, not generic AI. The platform's Metric Backward Approach™ means every workflow is designed backward from the business outcome it needs to move not forward from a feature set. Who uses NSOffice.AI? NSOffice.AI is used by CFOs, CMOs, CROs, and their teams at mid-market and enterprise companies across Manufacturing, Retail, FMCG/CPG, NBFC, and Travel & Logistics. Trusted by 100+ global enterprises including JPMorgan Chase, Schneider Electric, Etihad Airways, Adani, H&M, and Sun Pharma. What results do NSOffice.AI customers see? Finance teams report 30–50% faster close cycles and $2–5M in typical annual value. Forecast accuracy exceeds 99%, with 3–5 days saved per planning cycle. Across functions, customers consistently report 8× ROI and deployable within 24 hours. What does NSOffice.AI integrate with? NSOffice.AI connects to 100+ enterprise systems with no rip-and-replace required including ERP & Finance (SAP), CRM & Sales (Salesforce), HRMS, BI & Analytics, Communication tools, Document & Storage platforms, Supply Chain systems, and Custom APIs. Your existing stack becomes the foundation.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind NSOffice AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of NSOffice AI?

opencode.ai

OpenCode is an open-source AI coding agent designed to integrate seamlessly into terminal-based development workflows. It provides developers with a responsive, themeable terminal user interface (TUI) that brings powerful, context-aware AI assistance directly into the command-line environment. By supporting a wide range of language models and offering features like multi-session management and Language Server Protocol (LSP) integration, OpenCode enhances productivity and streamlines coding tasks without the need to switch between applications. Key Features: - Native Terminal User Interface (TUI): Offers a responsive and customizable interface that integrates directly into the terminal, maintaining the efficiency of command-line workflows. - Model Agnostic: Supports integration with over 75 language model providers, including Anthropic's Claude, OpenAI's GPT series, Google's models, and locally hosted models, giving developers the flexibility to choose their preferred AI models. - LSP Integration: Automatically detects and loads the appropriate Language Server Protocols for the active project, providing accurate code analysis and AI-generated suggestions tailored to specific programming languages. - Multi-Session Management: Allows running multiple AI agent sessions in parallel within the same project, enabling simultaneous handling of various tasks such as code generation, debugging, and documentation. - Session Sharing: Enables sharing of session links, facilitating collaboration by allowing team members to access and review AI interactions and code suggestions. Primary Value and Problem Solved: OpenCode addresses the inefficiencies associated with switching between terminal workflows and external AI coding assistants by embedding AI capabilities directly into the development environment. This integration eliminates context switching, preserves the command-line workflow, and provides developers with immediate, context-aware AI assistance. By supporting a wide range of language models and offering features like LSP integration and multi-session management, OpenCode enhances productivity, streamlines coding tasks, and maintains the flexibility and control that developers require in their tools.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind opencode.ai?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of opencode.ai?

Opper AI

Opper AI is the European AI gateway for agents. One API key gives you access to 700+ models across 30+ providers, all modalities, at the providers' own rates with no token markup. The gateway is OpenAI SDK compatible, so migrating means changing your base URL and API key. Streaming, tool calling and prompt caching pass through unchanged. Pass a fallback model list per request and you are only billed for the response that succeeds. When you need more than routing, turn on the control plane. Route sets default models per org, project or function so you can switch models without a redeploy. Observe scores every generation with an LLM judge. Steer uses those scores to optimize prompts automatically. Guard handles PII masking, content filtering and output validation. Comply enforces model allowlists by provider and region, budget caps and retention controls. Built in Stockholm, hosted in the EU, GDPR compliant. No per-seat fees and no minimum spend.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind Opper AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Opper AI?

Rapport

Rapport is an interactive AI avatar platform for role play training, onboarding, and customer engagement. Teams practice real conversations with lifelike avatars that listen and respond in real time. No actors, video shoots, or canned clips. The technology comes from Speech Graphics, the Edinburgh company behind facial animation in major video games and films. Rapport brings that same animation quality to live practice sessions, with real-time responses in every conversation. What you see is a genuine interaction, not stitched video. Sales teams use Rapport to rehearse objection handling, discovery calls, and negotiation against avatars that push back like real buyers. L&D teams build role play programs that develop measurable skills instead of checking a training box. Organizations also use Rapport to create interactive avatar experiences for events, websites, and product demos. Anyone can build an avatar without a video crew or technical skills. After each session, reps get instant feedback and managers see readiness and skill gaps across the team, not just quiz scores. Reps can practice as often as they want in a judgment-free environment. Training runs in a browser, supports multiple languages, and delivers the same experience across every region. Since acquiring Aquifer Motion in 2025, the platform also includes full-body capture and virtual camera tools. More than 610,000 role plays have been run on Rapport. Customers include Qualcomm, NBC, KDDI, NEC, Boise State University, and the University of Edinburgh, across healthcare, retail, finance, tech, and higher education.

Average Rating: 4.6/5.0

Total Reviews: 5

Who Is the Company Behind Rapport?

  • Seller: Rapport
  • Company Website:
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 20% Large

What Are Recent G2 Reviews of Rapport?

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