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Best Emerging AI Software - Page 4

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.

No filters applied
6000 Listings in Emerging AI Software Available
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®

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  • 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% Small-Business
    • 100% Mid-Market
  • 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% Small-Business
  • 100% Mid-Market
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®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Peekaboo is your go-to tool for seeing how your brand shows up in AI search results, from ChatGPT to Gemini, Claude, and Perplexity. It doesn’t just tell you if you’re showing up, it shows why by pull

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

Peekaboo is your go-to tool for seeing how your brand shows up in AI search results, from ChatGPT to Gemini, Claude, and Perplexity. It doesn’t just tell you if you’re showing up, it shows why by pull

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Peekaboo
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
4 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2012
    HQ Location
    Halle (Saale), DE
    LinkedIn® Page
    www.linkedin.com
    8 employees on LinkedIn®
Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Year Founded
2012
HQ Location
Halle (Saale), DE
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.

    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

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Que IA Es
    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.

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

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

    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 upg

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Rapid Search 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
    Ease of Use
    4
    Search Efficiency
    4
    Search Functionality
    4
    Conversion Optimization
    3
    Helpful
    3
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    Debrecen, HU
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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 upg

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Rapid Search 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
Ease of Use
4
Search Efficiency
4
Search Functionality
4
Conversion Optimization
3
Helpful
3
Cons
This product has not yet received any negative sentiments.
Seller Details
Year Founded
2019
HQ Location
Debrecen, HU
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Relay.app is the easiest way for everyone to create their own AI agents.

    Users
    No information available
    Industries
    • Consulting
    • Computer Software
    Market Segment
    • 86% Small-Business
    • 14% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Relay.app 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
    Ease of Use
    36
    Automation
    24
    Customer Support
    15
    Integrations
    14
    Simple
    14
    Cons
    Limited Integrations
    13
    Learning Curve
    5
    Missing Features
    5
    Limited Features
    3
    Expensive
    2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Relay.app
    Year Founded
    2021
    HQ Location
    San Francisco, CA
    Twitter
    @relay
    1,389 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    31 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Relay.app is the easiest way for everyone to create their own AI agents.

Users
No information available
Industries
  • Consulting
  • Computer Software
Market Segment
  • 86% Small-Business
  • 14% Mid-Market
Relay.app 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
Ease of Use
36
Automation
24
Customer Support
15
Integrations
14
Simple
14
Cons
Limited Integrations
13
Learning Curve
5
Missing Features
5
Limited Features
3
Expensive
2
Seller Details
Seller
Relay.app
Year Founded
2021
HQ Location
San Francisco, CA
Twitter
@relay
1,389 Twitter followers
LinkedIn® Page
www.linkedin.com
31 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
    Shuttle
    Year Founded
    2020
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    24 employees on LinkedIn®
Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Shuttle
Year Founded
2020
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
24 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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 hi

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SQREEM 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
    Access
    1
    Ease of Use
    1
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    SQREEM
    Year Founded
    2010
    HQ Location
    Singapore, SG
    LinkedIn® Page
    www.linkedin.com
    94 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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 hi

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
SQREEM 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
Access
1
Ease of Use
1
Cons
This product has not yet received any negative sentiments.
Seller Details
Seller
SQREEM
Year Founded
2010
HQ Location
Singapore, SG
LinkedIn® Page
www.linkedin.com
94 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Stealthly is the most effective AI humanizer that provides solutions for humanizing AI text, enabling its authenticity to pass undetected and score a 100% human index. Leveraging advanced deep learnin

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

Stealthly is the most effective AI humanizer that provides solutions for humanizing AI text, enabling its authenticity to pass undetected and score a 100% human index. Leveraging advanced deep learnin

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Stealthly
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®