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Best Emerging AI Software - Page 5

Bijou Barry
BB
Researched and written by Bijou Barry

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
  • 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®
  • 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®
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  • 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
    6
    Search Efficiency
    5
    Search Functionality
    5
    Helpful
    4
    Sales Growth
    4
    Cons
    Time-Consuming
    1
  • 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
6
Search Efficiency
5
Search Functionality
5
Helpful
4
Sales Growth
4
Cons
Time-Consuming
1
Seller Details
Year Founded
2019
HQ Location
Debrecen, HU
LinkedIn® Page
www.linkedin.com
7 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®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    An AI tool powered by the proven StoryBrand messaging framework to help you create clear and compelling marketing content.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • 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.

An AI tool powered by the proven StoryBrand messaging framework to help you create clear and compelling marketing content.

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
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.

    Strata builds context infrastructure for AI agents. Strata instantly turns any company URL into a structured, machine-readable Context Shell with 50+ strategic signals (positioning, competitors, ICPs,

    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
    Kirkland, US
    LinkedIn® Page
    www.linkedin.com
    2 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Strata builds context infrastructure for AI agents. Strata instantly turns any company URL into a structured, machine-readable Context Shell with 50+ strategic signals (positioning, competitors, ICPs,

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Year Founded
2025
HQ Location
Kirkland, US
LinkedIn® Page
www.linkedin.com
2 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
    Streamlit
    Year Founded
    2018
    HQ Location
    San Francisco, US
    LinkedIn® Page
    www.linkedin.com
    39 employees on LinkedIn®
Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Streamlit
Year Founded
2018
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
39 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.

    SubSeq is the AI agent workspace for modern product teams—built to plan faster, organize smarter, and eliminate busywork. SubSeq plugs into Jira and GitHub to handle real product work: writing dev-

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 50% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    SubSeq
    Year Founded
    2023
    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.

SubSeq is the AI agent workspace for modern product teams—built to plan faster, organize smarter, and eliminate busywork. SubSeq plugs into Jira and GitHub to handle real product work: writing dev-

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 50% Small-Business
Seller Details
Seller
SubSeq
Year Founded
2023
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
4 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Sumble provides a sales intelligence platform that crawls the web for technographic and contact data.

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

Sumble provides a sales intelligence platform that crawls the web for technographic and contact data.

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
Sumble
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
11 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
    TikTok
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    2,542 employees on LinkedIn®
Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
TikTok
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
2,542 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Enterprise
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Users
No information available
Industries
No information available
Market Segment
  • 100% Enterprise
Seller Details
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®