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Best Emerging AI Software - Page 3

Blue Bowen
BB
Researched and written by Blue Bowen

Emerging AI software represents innovative, AI-first solutions that extend beyond traditional AI classifications and existing G2 categories. These products leverage advanced generative AI, agentic AI capabilities, machine learning (ML), deep learning, and related technologies to address novel challenges and create unique user experiences.

Emerging AI software is widely applied across industries and drives digital transformation through real-time data analytics, predictive modeling, and automated decision-making. These tools often integrate with technologies like conversational intelligence software, natural language processing (NLP) software, and computer vision to enhance their impact.

To qualify for inclusion in the Emerging AI category, a product must:

Be built on AI-first principles, with ML or deep learning at its core
Offer innovative functionalities or applications that go beyond existing AI categories
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Best Emerging AI Software At A Glance

Best Free Software:

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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6000 Listings in Emerging AI Software Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Are you perhaps tired of being flagged by AI detectors? Convert AI text into human-like without manual editing. The AI Humanizer was specifically developed for humanize AI text, which also allows you

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 50% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Are you perhaps tired of being flagged by AI detectors? Convert AI text into human-like without manual editing. The AI Humanizer was specifically developed for humanize AI text, which also allows you

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 50% Mid-Market
Seller Details
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    At present, there is a growing need for AI that can be used by incorporating it into the edge device side, instead of the conventional AI that is processed on the cloud side, such as deep learning. Th

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    AIsing
    Year Founded
    2016
    HQ Location
    港区, JP
    LinkedIn® Page
    www.linkedin.com
    12 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

At present, there is a growing need for AI that can be used by incorporating it into the edge device side, instead of the conventional AI that is processed on the cloud side, such as deep learning. Th

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
AIsing
Year Founded
2016
HQ Location
港区, JP
LinkedIn® Page
www.linkedin.com
12 employees on LinkedIn®

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Entry Level Price:$99/Month +0.001 per r...
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Alie Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Personalization
    1
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Muvi
    Year Founded
    2013
    HQ Location
    Ashburn, Virginia
    LinkedIn® Page
    www.linkedin.com
    189 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Alie Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Personalization
1
Cons
This product has not yet received any negative sentiments.
Seller Details
Seller
Muvi
Year Founded
2013
HQ Location
Ashburn, Virginia
LinkedIn® Page
www.linkedin.com
189 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alternates.ai is a discovery and comparison platform for AI agents designed to help teams automate real business workflows—across sales, marketing, HR, customer support, and more. Instead of browsing

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2025
    HQ Location
    N/A
    LinkedIn® Page
    linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alternates.ai is a discovery and comparison platform for AI agents designed to help teams automate real business workflows—across sales, marketing, HR, customer support, and more. Instead of browsing

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Year Founded
2025
HQ Location
N/A
LinkedIn® Page
linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AV2.0 is Wayve's next-generation autonomous vehicle technology, designed to deliver adaptable and scalable self-driving solutions. By leveraging end-to-end deep learning and a camera-first sensing sui

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Wayve
    HQ Location
    London, GB
    LinkedIn® Page
    www.linkedin.com
    306 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

AV2.0 is Wayve's next-generation autonomous vehicle technology, designed to deliver adaptable and scalable self-driving solutions. By leveraging end-to-end deep learning and a camera-first sensing sui

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Seller
Wayve
HQ Location
London, GB
LinkedIn® Page
www.linkedin.com
306 employees on LinkedIn®
Entry Level Price:Starting at $20.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coffee is the AI-first CRM and Salesforce/HubSpot companion app that keeps your sales team selling. Automate contact creation & activity logging, meeting prep and follow up, and pipeline updates.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Coffee
    Year Founded
    2024
    HQ Location
    Vancouver, US
    LinkedIn® Page
    www.linkedin.com
    228 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coffee is the AI-first CRM and Salesforce/HubSpot companion app that keeps your sales team selling. Automate contact creation & activity logging, meeting prep and follow up, and pipeline updates.

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Coffee
Year Founded
2024
HQ Location
Vancouver, US
LinkedIn® Page
www.linkedin.com
228 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cortex Fabric automates composition, orchestration and delivery of intelligent, personalized and explainable predictions, processes, and applications with built-in visibility and control for implemen

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2013
    HQ Location
    Austin, US
    Twitter
    @CognitiveScale
    3,863 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    30 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cortex Fabric automates composition, orchestration and delivery of intelligent, personalized and explainable predictions, processes, and applications with built-in visibility and control for implemen

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Year Founded
2013
HQ Location
Austin, US
Twitter
@CognitiveScale
3,863 Twitter followers
LinkedIn® Page
www.linkedin.com
30 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DeckBird.ai is world’s first AI powered software platform that can help 10x the sharing power of presentations and ultimately drive more sales leads.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Deckbird.ai Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    1
    Ease of Creation
    1
    Ease of Use
    1
    Easy Sharing
    1
    Team Collaboration
    1
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DeckBird.ai is world’s first AI powered software platform that can help 10x the sharing power of presentations and ultimately drive more sales leads.

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Deckbird.ai Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
1
Ease of Creation
1
Ease of Use
1
Easy Sharing
1
Team Collaboration
1
Cons
This product has not yet received any negative sentiments.
Seller Details
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    elvex is an AI enablement platform designed to empower organizations to leverage the capabilities of generative AI without the associated complexities. This platform aims to democratize access to AI t

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 67% Mid-Market
    • 22% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • elvex Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Integration
    5
    Workflow Efficiency
    5
    Ease of Use
    3
    Easy Integrations
    3
    Community Support
    2
    Cons
    Complexity Issues
    1
    Difficult Navigation
    1
    Feature Complexity
    1
    Learning Curve
    1
    Model Issues
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    elvex
    Company Website
    Year Founded
    2023
    HQ Location
    Remote, US
    LinkedIn® Page
    www.linkedin.com
    22 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

elvex is an AI enablement platform designed to empower organizations to leverage the capabilities of generative AI without the associated complexities. This platform aims to democratize access to AI t

Users
No information available
Industries
  • Computer Software
Market Segment
  • 67% Mid-Market
  • 22% Enterprise
elvex Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Integration
5
Workflow Efficiency
5
Ease of Use
3
Easy Integrations
3
Community Support
2
Cons
Complexity Issues
1
Difficult Navigation
1
Feature Complexity
1
Learning Curve
1
Model Issues
1
Seller Details
Seller
elvex
Company Website
Year Founded
2023
HQ Location
Remote, US
LinkedIn® Page
www.linkedin.com
22 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AI-powered management consultant, in your browser Use natural language to do advanced financial modelling, rooted in the McKinsey frameworks and principles

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

AI-powered management consultant, in your browser Use natural language to do advanced financial modelling, rooted in the McKinsey frameworks and principles

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Fadr
    Year Founded
    2020
    HQ Location
    Fairfax Station, US
    LinkedIn® Page
    www.linkedin.com
    8 employees on LinkedIn®
Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Fadr
Year Founded
2020
HQ Location
Fairfax Station, US
LinkedIn® Page
www.linkedin.com
8 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    FoodGPT is an advanced AI-powered language model specifically designed for the food and beverage (F&B) industry. It leverages artificial intelligence and natural language processing to provide rea

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    Singapore, SG
    LinkedIn® Page
    www.linkedin.com
    73 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

FoodGPT is an advanced AI-powered language model specifically designed for the food and beverage (F&B) industry. It leverages artificial intelligence and natural language processing to provide rea

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Year Founded
2018
HQ Location
Singapore, SG
LinkedIn® Page
www.linkedin.com
73 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    GroqCloud delivers fast AI inference easily and at scale via our Developer Console. Available as an on-demand public cloud as well as private and co-cloud instances.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Groq
    Year Founded
    2016
    HQ Location
    Mountain View, California, United States
    LinkedIn® Page
    www.linkedin.com
    529 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

GroqCloud delivers fast AI inference easily and at scale via our Developer Console. Available as an on-demand public cloud as well as private and co-cloud instances.

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Groq
Year Founded
2016
HQ Location
Mountain View, California, United States
LinkedIn® Page
www.linkedin.com
529 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    GSong.ai is a cutting-edge, free AI song generator that empowers anyone to create professional-quality music from text prompts. Leveraging advanced AI technology, it transforms your ideas into full so

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    GSong.ai
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

GSong.ai is a cutting-edge, free AI song generator that empowers anyone to create professional-quality music from text prompts. Leveraging advanced AI technology, it transforms your ideas into full so

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
GSong.ai
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Observia AI makes workplaces safer with truly intelligent vision AI. It seamlessly connects to your existing camera infrastructure - no new hardware needed - and detects real risks while filtering

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Observia AI Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Features
    1
    Navigation Ease
    1
    Simple
    1
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2025
    HQ Location
    Washington DC, US
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Observia AI makes workplaces safer with truly intelligent vision AI. It seamlessly connects to your existing camera infrastructure - no new hardware needed - and detects real risks while filtering

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
  • 100% Small-Business
Observia AI Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Features
1
Navigation Ease
1
Simple
1
Cons
This product has not yet received any negative sentiments.
Seller Details
Year Founded
2025
HQ Location
Washington DC, US
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®