Leave a Review For Providers 0 0
  • Post a Project
Home Recommendation Systems

Top Recommendation Engine Companies

Recommendation engines are highly sophisticated data filtering systems that forecast customer interests by using behavioral data, machine learning, and statistical modeling. The technology is commonly used by streaming sites like Spotify and YouTube. It’s important to make a positive impression on customers and end-users. Experienced recommendation engine companies are third-party service providers that primarily create intricate systems. They have extensive teams of dedicated software developers, engineers, and data scientists working to create bespoke engines. Typically, they offer three different types of recommendation systems: collaborative filtering, knowledge-based engines, and content-based filtering. Their work can help businesses significantly boost revenue, improve click-through rates, and increase conversions. Their complex solutions allow companies to draw in customers by offering them tailored experiences. Also view popular computer vision services, cognitive computing companies, and natural language processing companies.
Ratings Updated: August 11, 2026
We verify reviews and evaluate companies so you can choose with confidence. We may earn a fee for some placements. Learn how Clutch ensures trust

15 Leaders 15 Contenders

Get Matched

3,873 Companies

List of the Top Recommendation System Services

  • Commercializer LLC Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    Doha, Qatar

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    60% Chatbots & Conversational AI
    20% Cognitive Computing

    Commercializer LLC, an user experience design agency, is headquartered in Doha, Qatar and Wadduwa, Sri Lanka. The team focuses on UX/UI Design and Custom Software Development.

    Read more
    View Profile
  • SMB HQ Logotype

    SMB HQ

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    15% AI Development
    30% Custom Software Development
    15% IT Staff Augmentation +5
    10% IT Managed Services
    10% Mobile App Development
    10% Web Development
    5% AI Consulting
    5% ERP Consulting and SI

    Focus Areas

    20% AI Recommendation Systems
    30% Machine Learning
    25% Voice and Speech Recognition +2
    15% Natural Language Processing
    10% Chatbots & Conversational AI

    SMB HQ is a small Houston, Texas-based custom software development company. Their services include Custom Software Development and IT staff augmentation.

    Read more
    View Profile
  • Equartis Technologies Logotype

    Equartis Technologies

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +3
    20% Web Development
    10% AR/VR Development
    10% IoT Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +2
    20% Robotics
    20% Voice and Speech Recognition

    In Wantirna South, Australia, Equartis Technologies is a custom software development firm. Launched in 2022, the team specializes in Custom Software Development and Web Development.

    Read more
    View Profile

    • Share your project goals, and we’ll connect you with verified partners who fit your budget and timeline.

    Get My Matches
  • RixtySoft Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

    20% AI Development
    25% Web Development
    20% API Development +2
    20% BI & Big Data Consulting & SI
    15% Web Design

    Focus Areas

    20% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Cognitive Computing +2
    20% Voice and Speech Recognition
    15% Computer Vision

    Website development company RixtySoft was founded in 2020. The team offers Web Development and BI & big data consulting & SI and is in Lahore, Pakistan.

    Read more
    View Profile
  • LSC Group® Logotype

    LSC Group®

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Computer Engineering +2
    20% Cybersecurity
    20% IT Strategy Consulting

    Focus Areas

    20% AI Recommendation Systems
    25% Machine Learning
    20% Natural Language Processing +2
    20% Robotics
    15% Voice and Speech Recognition

    LSC Group®, an IT strategy consulting company, was established in 2024. In Boulder, Colorado, the team specializes in IT strategy consulting and Cybersecurity.

    Read more
    View Profile
  • New York App Devs - Mobile App Development Company New York Logotype

    New York App Devs - Mobile App Development Company New York

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Application Management & Support
    20% Application Testing +2
    20% Enterprise App Modernization
    20% Mobile App Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    New York App Devs - Mobile App Development Company New York, an application development firm, was launched in 2021. They provides Mobile App Development and Artificial Intelligence.

    Read more
    View Profile
  • Just Java Technologies Logotype

    Just Java Technologies

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49

    Services provided

    25% AI Development
    30% Custom Software Development
    15% Enterprise App Modernization +5
    10% Microservices Architecture Services
    5% API Development
    5% Application Management & Support
    5% Application Testing
    5% DevOps Managed Services

    Focus Areas

    15% AI Recommendation Systems
    30% Natural Language Processing
    20% Chatbots & Conversational AI +2
    20% Machine Learning
    15% Voice and Speech Recognition

    Launched in 2010, Just Java Technologies is a custom software development firm. The team focuses on Custom Software Development and Artificial Intelligence.

    Read more
    View Profile
  • LinearCommerce Logotype

    LinearCommerce

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    30% AI Development
    40% E-Commerce Development
    30% Conversion Optimization

    Focus Areas

    10% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +5
    15% Machine Learning
    15% Natural Language Processing
    10% Computer Vision
    10% Robotics
    10% Voice and Speech Recognition

    Launched in 2015, LinearCommerce is an e-commerce development firm. The small team offers E-Commerce Development and Conversion Optimization.

    Read more
    View Profile
  • ToTheByte Technologies Private Limited Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Noida, India

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    20% Natural Language Processing
    10% Chatbots & Conversational AI +5
    10% Cognitive Computing
    10% Computer Vision
    10% Machine Learning
    10% Robotics
    10% Voice and Speech Recognition

    Launched in 2025, ToTheByte Technologies Private Limited is a small Noida, India-based UX agency. Their team provides UX/UI Design and Custom Software Development.

    Read more
    View Profile
  • Data IT Logotype

    Data IT

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +3
    15% Advertising
    15% Branding
    10% Other Application Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    Data IT is a small artificial intelligence company established in 2025. Their team focuses on Artificial Intelligence and Custom Software Development.

    Read more
    View Profile
  • Willow Ventures Logotype

    Willow Ventures

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% Search Engine Optimization +2
    20% Social Media Marketing
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    80% Chatbots & Conversational AI

    Social media marketing firm Willow Ventures was founded in 2023. Based in Ras Al-Khaimah, United Arab Emirates, the team offers Social Media Marketing and Search Engine Optimization.

    Read more
    View Profile
  • GeoLens Technology Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Vadodara, India

    Services provided

    15% AI Development
    30% Custom Software Development
    20% Web Development +6
    10% Mobile App Development
    5% AI Consulting
    5% E-Commerce Development
    5% Enterprise App Modernization
    5% IT Strategy Consulting
    5% Wearable App Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +2
    20% Natural Language Processing
    20% Voice and Speech Recognition

    GeoLens Technology is a Vadodara, India-based custom software development firm. They provide Custom Software Development and Web Development.

    Read more
    View Profile
  • Westbourne + Partners Logotype

    Not yet reviewed

    $25,000+
    $300+ / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    10% AI Development
    45% Business Consulting
    20% IT Strategy Consulting +3
    10% AI Consulting
    10% Generative AI
    5% Cybersecurity

    Focus Areas

    10% AI Recommendation Systems
    40% Machine Learning
    20% Natural Language Processing +3
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Voice and Speech Recognition

    Westbourne + Partners, a Business Consulting company, is headquartered in Dubai, United Arab Emirates and London, England. The team provides Business Consulting and IT strategy consulting.

    Read more
    View Profile
  • Globalcore Tech Logotype

    Globalcore Tech

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    20% AI Development
    50% Custom Software Development
    30% Web Development

    Focus Areas

    20% AI Recommendation Systems
    40% Chatbots & Conversational AI
    30% Natural Language Processing +1
    10% Machine Learning

    Globalcore Tech is a small software development firm founded in 2024. Their services include Custom Software Development and Web Development.

    Read more
    View Profile
  • OHM Technology Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Islamabad, Pakistan

    Services provided

    30% AI Development
    20% Custom Software Development
    10% IT Staff Augmentation +4
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Natural Language Processing +5
    15% Voice and Speech Recognition
    10% Computer Vision
    10% Machine Learning
    10% Robotics
    5% Cognitive Computing

    AI development company OHM Technology is located in Islamabad, Pakistan and Montréal, Canada. They focus on Artificial Intelligence and Custom Software Development.

    Read more
    View Profile
  • Zoof04 Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49
    New York, NY

    Services provided

    20% AI Development
    40% Web Development
    25% Mobile App Development +1
    15% Custom Software Development

    Focus Areas

    20% AI Recommendation Systems
    25% Machine Learning
    20% Chatbots & Conversational AI +2
    20% Natural Language Processing
    15% Voice and Speech Recognition

    Founded in 2021, Zoof04 is a web development firm. Headquartered in New York, New York, the team offers Web Development and Mobile App Development.

    Read more
    View Profile
  • Modernsoft Innovations Logotype

    4.5 1 review
    $1,000+
    < $25 / hr
    2 - 9
    Dhaka, Bangladesh

    Services provided

    10% AI Development
    35% Custom Software Development
    20% Web Development +3
    15% E-Commerce Development
    10% IT Managed Services
    10% Mobile App Development

    Focus Areas

    15% AI Recommendation Systems
    60% Chatbots & Conversational AI
    25% Voice and Speech Recognition

    Modernsoft Innovations is a full-service software development agency helping businesses transform their operations through intelligent, scalable, and user-friendly digital solutions. Founded in

    Read more
    See all 1 projects

    More responsive than most other service providers

    Modernsoft Innovations is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile
  • CCRIPT Logotype

    CCRIPT

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    20% AI Development
    40% Custom Software Development
    20% Web Development +2
    10% IT Staff Augmentation
    10% Mobile App Development

    Focus Areas

    13% AI Recommendation Systems
    13% Chatbots & Conversational AI
    13% Machine Learning +5
    13% Natural Language Processing
    12% Cognitive Computing
    12% Computer Vision
    12% Robotics
    12% Voice and Speech Recognition

    Launched in 2008, CCRIPT is a custom software development company. Their services include Custom Software Development and Web Development.

    Read more
    View Profile
  • K.B Consultancy Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    2 - 9
    Málaga, Spain

    Services provided

    50% Business Consulting
    20% AI Consulting
    10% IT Strategy Consulting +3
    10% Low/No Code Development
    5% AI Agents
    5% Custom Software Development

    Focus Areas

    20% AI Recommendation Systems
    50% Chatbots & Conversational AI
    30% Natural Language Processing

    We help growing companies scale through software and process development. By designing clear workflows and building the systems behind them, we turn manual work into structured, scalable processes

    Read more
    See all 1 projects
    View Profile
  • Martel Growth Partners Logotype

    5.0 1 review
    $1,000+
    $50 - $99 / hr
    2 - 9
    Oakville, Canada

    Services provided

    40% Business Consulting
    20% AI Consulting
    20% Finance & Accounting Outsourcing (FAO) +2
    10% Digital Strategy
    10% Other IT Consulting and SI

    Focus Areas

    20% AI Recommendation Systems
    40% Chatbots & Conversational AI
    15% Natural Language Processing +2
    15% Voice and Speech Recognition
    10% Machine Learning

    Martel Growth Partners empowers businesses with tailored strategies, automation, and AI-driven solutions to achieve sustainable growth and operational excellence.

    Read more
    See all 1 projects
    View Profile
  • Rootid Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Sarajevo, Bosnia and Herzegovina

    Services provided

    15% AI Development
    30% Custom Software Development
    20% Web Development +3
    15% Mobile App Development
    10% AI Consulting
    10% Web Design

    Focus Areas

    15% AI Recommendation Systems
    35% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Natural Language Processing
    10% Machine Learning

    Rootid is a software development company. In Sarajevo, Bosnia and Herzegovina, the firm was established in 2020. Their services include Custom Software Development and Web Development.

    Read more
    View Profile
  • Copurpose Brand + Strategy Logotype

    Copurpose Brand + Strategy

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    25% Marketing Strategy
    20% Branding
    20% Web Design +3
    15% Social Media Marketing
    10% AI Consulting
    10% Search Engine Optimization

    Focus Areas

    30% AI Recommendation Systems
    35% Chatbots & Conversational AI
    20% Natural Language Processing +1
    15% Machine Learning

    Founded in 2023, Copurpose Brand + Strategy is a small Syracuse, New York-based Marketing Strategy company. Their services include Marketing Strategy and Branding.

    Read more
    View Profile
  • Techmorph Technology Logotype

    Techmorph Technology

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    15% AI Development
    15% Blockchain
    10% AR/VR Development +7
    10% Generative AI
    10% IoT Development
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development
    5% AI Consulting
    5% E-Commerce Development

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    15% Cognitive Computing +5
    10% Computer Vision
    10% Machine Learning
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Robotics

    Techmorph Technology is an AI development company. The Mangaluru, India-based agency was founded in 2023. Their services include Artificial Intelligence and Blockchain.

    Read more
    View Profile
  • Breakout Content Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    St. Petersburg, FL

    Services provided

    30% AI Development
    35% Content Marketing
    35% Search Engine Optimization

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    20% Machine Learning +2
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Breakout Content is a Content Marketing company. Based in St. Petersburg, Florida, the firm was founded in 2023. Their team offers Content Marketing and Search Engine Optimization.

    Read more
    View Profile
  • Lilium Solutions Logotype

    Lilium Solutions

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Development
    50% Computer Engineering
    20% Custom Software Development +2
    10% API Development
    10% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    Founded in 2021, Lilium Solutions, a small Computer Engineering company, is headquartered in Hanover, Germany. Their services include Computer Engineering and Custom Software Development.

    Read more
    View Profile
  • Linklemon Agency Logotype

    Linklemon Agency

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    15% AI Development
    60% Low/No Code Development
    15% Robotics Process Automation +1
    10% AI Consulting

    Focus Areas

    15% AI Recommendation Systems
    65% Chatbots & Conversational AI
    20% Natural Language Processing

    Linklemon Agency is a small Low/No Code Development company. They offer Low/No Code Development and Artificial Intelligence and were founded in 2022.

    Read more
    View Profile
  • Oronts Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    München, Germany

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% DevOps Managed Services +2
    20% IT Strategy Consulting
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    50% Chatbots & Conversational AI
    10% Cognitive Computing +2
    10% Machine Learning
    10% Voice and Speech Recognition

    IT strategy consulting company Oronts was launched in 2023. The team focuses on IT strategy consulting and Custom Software Development and is based in München, Germany.

    Read more
    View Profile
  • NOA Tech Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    München, Germany

    Services provided

    10% AI Development
    70% Robotics Process Automation
    10% AI Consulting +1
    10% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    45% Natural Language Processing
    45% Robotics

    NOA Tech is a Robotics Process Automation company. Founded in 2023, the agency is based in München, Germany. Their services include Robotics Process Automation and Artificial Intelligence.

    Read more
    View Profile
  • TechnovedaAI Software Solutions Logotype

    TechnovedaAI Software Solutions

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% API Development
    20% Blockchain +2
    20% Custom Software Development
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    45% Chatbots & Conversational AI
    20% Voice and Speech Recognition +1
    15% Computer Vision

    TechnovedaAI Software Solutions is an API Development company. The team focuses on API Development and Custom Software Development, and the firm is based in Nasik, India.

    Read more
    View Profile
  • GigLabo Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    München, Germany

    Services provided

    15% AI Development
    50% Custom Software Development
    25% Web Development +1
    10% API Development

    Focus Areas

    25% AI Recommendation Systems
    60% Chatbots & Conversational AI
    15% Natural Language Processing

    Custom software development company GigLabo is in München, Germany. They specialize in Custom Software Development and Web Development and were launched in 2024.

    Read more
    View Profile
  • Punggawa Studio Logotype

    Punggawa Studio

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    10% AI Development
    10% Content Marketing
    10% Custom Software Development +7
    10% E-Commerce Development
    10% Microservices Architecture Services
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    30% AI Recommendation Systems
    30% Machine Learning
    20% Chatbots & Conversational AI +1
    20% Natural Language Processing

    Punggawa Studio, a Content Marketing company, focuses on Content Marketing and Search Engine Optimization. The agency is in Surabaya, Indonesia.

    Read more
    View Profile
  • Lionasys Technologies Private Limited Logotype

    Lionasys Technologies Private Limited

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Custom Software Development +2
    20% IoT Development
    20% Mobile App Development

    Focus Areas

    20% AI Recommendation Systems
    35% Robotics
    20% Natural Language Processing +2
    15% Chatbots & Conversational AI
    10% Machine Learning

    Lionasys Technologies Private Limited is a software development firm founded in 2025. The agency offers Custom Software Development and Mobile App Development.

    Read more
    View Profile
  • KRATTOS AI Logotype

    KRATTOS AI

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    30% AI Development
    70% ERP Consulting and SI

    Focus Areas

    10% AI Recommendation Systems
    70% Chatbots & Conversational AI
    10% Machine Learning +1
    10% Natural Language Processing

    KRATTOS AI is an ERP consulting and SI company established in 2025. Their team provides ERP consulting and SI and Artificial Intelligence.

    Read more
    View Profile
  • ShadApps S.r.l. Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Milano, Italy

    Services provided

    20% AI Development
    35% Mobile App Development
    30% Web Development +1
    15% Custom Software Development

    Focus Areas

    20% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Natural Language Processing +1
    20% Voice and Speech Recognition

    ShadApps S.r.l. Is a mobile app development company. They are based in Milano, Italy and have small team of experts. Their services include Mobile App Development and Web Development.

    Read more
    View Profile
  • Esason Logotype

    Esason

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    30% E-Commerce Development
    15% Web Development
    10% AI Agents +5
    10% Custom Software Development
    10% Generative AI
    10% UX/UI Design
    10% Web Design
    5% AI Consulting

    Focus Areas

    25% AI Recommendation Systems
    45% Chatbots & Conversational AI
    20% Voice and Speech Recognition +1
    10% Natural Language Processing

    Launched in 2021, Esason is a small e-commerce development company. Their services include E-Commerce Development and Web Development.

    Read more
    View Profile
  • StarTrack Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Brampton, Canada

    Services provided

    10% AI Development
    25% Web Development
    20% Web Design +9
    5% Advertising
    5% Affiliate Marketing
    5% Content Marketing
    5% Digital Strategy
    5% Graphic Design
    5% Logo
    5% Marketing Strategy
    5% Social Media Marketing
    5% UX/UI Design

    Focus Areas

    15% AI Recommendation Systems
    25% Chatbots & Conversational AI
    15% Machine Learning +4
    15% Natural Language Processing
    10% Cognitive Computing
    10% Computer Vision
    10% Voice and Speech Recognition

    StarTrack Digital is a web development firm. The team provides Web Development and Web Design, and the agency is headquartered in Brampton, Canada.

    Read more
    View Profile
  • Microknot Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49
    Sydney, Australia

    Services provided

    10% AI Development
    30% Custom Software Development
    30% Mobile App Development +3
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% IT Strategy Consulting

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +5
    10% Cognitive Computing
    10% Computer Vision
    10% Natural Language Processing
    10% Robotics
    10% Voice and Speech Recognition

    Microknot is a premier software development agency based in Sydney, founded in 2021. Renowned for delivering innovative software solutions, we are dedicated to addressing the most complex

    Read more
    See all 1 projects
    View Profile
  • Source Digital Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    Freelancer
    Clarkson, Australia

    Services provided

    10% AI Development
    15% Video Marketing
    15% Web Design +8
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Video Production
    10% Web Development
    5% AI Agents
    5% AI Consulting
    5% Advertising
    5% Custom Software Development

    Focus Areas

    50% AI Recommendation Systems
    50% Chatbots & Conversational AI

    Source Digital is a Video Marketing company. They are located in Clarkson, Australia and have small team. They focus on Video Marketing and Web Design.

    Read more
    View Profile
  • Simply IT Logotype

    5.0 1 review
    $1,000+
    $50 - $99 / hr
    2 - 9
    Zanzibar, Tanzania

    Services provided

    15% AI Development
    18% AI Agents
    15% Marketing Strategy +5
    15% Web Development
    12% Search Engine Optimization
    10% Branding
    10% IT Managed Services
    5% E-Commerce Development

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Natural Language Processing +3
    15% Cognitive Computing
    15% Voice and Speech Recognition
    10% Machine Learning

    Our experienced international team is based in Zanzibar, Tanzania, serving clients around the world. We specialize in AI-powered, multilingual SEO-driven websites designed for the global

    Read more
    See all 1 projects
    View Profile
  • TinyOps Studio LLC Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    Freelancer
    Sheridan, WY

    Services provided

    30% AI Agents
    25% Low/No Code Development
    20% AI Consulting +2
    15% DevOps Managed Services
    10% Financial Consulting

    Focus Areas

    10% AI Recommendation Systems
    50% Machine Learning
    30% Natural Language Processing +1
    10% Chatbots & Conversational AI

    TinyOps Studio LLC is an AI Agents company. Their team is in Sheridan, Wyoming. The firm provides AI Agents and Low/No Code Development.

    Read more
    View Profile
  • TechnoGenix Solutions Logotype

    TechnoGenix Solutions

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    10% AI Development
    35% Custom Software Development
    15% Web Development +6
    10% E-Commerce Development
    10% Mobile App Development
    5% AR/VR Development
    5% Business Consulting
    5% Marketing Strategy
    5% Social Media Marketing

    Focus Areas

    10% AI Recommendation Systems
    25% Chatbots & Conversational AI
    15% Machine Learning +5
    15% Natural Language Processing
    10% Cognitive Computing
    10% Robotics
    10% Voice and Speech Recognition
    5% Computer Vision

    Software development firm TechnoGenix Solutions is headquartered in Dhaka, Bangladesh. They provide Custom Software Development and Web Development and were established in 2024.

    Read more
    View Profile
  • ARITOM TECHNOLOGIES LTD Logotype

    5.0 1 review
    $5,000+
    Undisclosed
    2 - 9
    London, England

    Services provided

    20% AI Development
    15% AI Agents
    10% Custom Software Development +6
    10% E-Commerce Development
    10% Generative AI
    10% Product Design
    10% Social Media Marketing
    10% Web Development
    5% Web Design

    Focus Areas

    15% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Computer Vision +4
    15% Machine Learning
    15% Natural Language Processing
    15% Voice and Speech Recognition
    10% Cognitive Computing

    Aritom Technologies is a UK-based technology company specializing in AI-driven automation, custom web development, and scalable digital solutions for modern businesses. We help businesses streamline

    Read more
    See all 1 projects
    View Profile
  • Bitronix Technologies LLP Logotype

    4.0 1 review
    $5,000+
    $25 - $49 / hr
    2 - 9
    Sahibzada Ajit Singh Nagar, India

    Services provided

    15% AI Development
    25% Blockchain
    20% AI Agents +4
    10% AI Consulting
    10% Custom Software Development
    10% Generative AI
    10% Mobile App Development

    Focus Areas

    10% AI Recommendation Systems
    30% Natural Language Processing
    25% Machine Learning +3
    20% Chatbots & Conversational AI
    10% Cognitive Computing
    5% Computer Vision

    Bitronix Technologies is an enterprise blockchain and AI engineering firm that builds secure, production-grade infrastructure for organizations operating in regulated and high-stakes

    Read more
    See all 1 projects
    View Profile
  • Unordinary Business Logotype

    Unordinary Business

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    20% Digital Strategy
    20% Web Design
    15% AI Consulting +4
    15% UX/UI Design
    10% Branding
    10% Low/No Code Development
    10% Marketing Strategy

    Focus Areas

    30% AI Recommendation Systems
    65% Chatbots & Conversational AI
    5% Machine Learning

    Unordinary Business is a web design company. The team offers Web Design and Digital Strategy and is headquartered in Stockholm, Sweden and Sydney, Australia.

    Read more
    View Profile
  • Primescale Technologies Limited Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Sheffield, England

    Services provided

    10% AI Development
    20% Cloud Consulting & SI
    10% API Development +6
    10% Custom Software Development
    10% DevOps Managed Services
    10% Generative AI
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

    25% AI Recommendation Systems
    20% Chatbots & Conversational AI
    15% Computer Vision +3
    15% Machine Learning
    15% Natural Language Processing
    10% Voice and Speech Recognition

    Primescale Technologies Limited is a small cloud consulting & SI company launched in 2017. Their team offers cloud consulting & SI and Web Development.

    Read more
    View Profile
  • Insightish Labs Oy Logotype

    Insightish Labs Oy

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Development
    10% AI Consulting
    10% BI & Big Data Consulting & SI +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Digital Engineering
    10% Generative AI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Market Research

    Focus Areas

    15% AI Recommendation Systems
    40% Machine Learning
    30% Chatbots & Conversational AI +2
    10% Cognitive Computing
    5% Computer Vision

    Insightish Labs Oy is a Market Research company. The small Helsinki, Finland-based team offers Market Research and IT strategy consulting. The agency was founded in 2024.

    Read more
    View Profile
  • TamTam Solutions Logotype

    TamTam Solutions

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    20% AI Development
    35% Custom Software Development
    15% Generative AI +3
    10% E-Commerce Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    35% Machine Learning
    25% Computer Vision +2
    20% Chatbots & Conversational AI
    10% Robotics

    TamTam Solutions is a software development company. Located in Pittsburgh, Pennsylvania and Pittsburgh, Pennsylvania, their team specializes in Custom Software Development and Artificial

    Read more
    View Profile
  • Asyncure Consultancy Services Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Navi Mumbai, India

    Services provided

    20% AI Development
    20% DevOps Managed Services
    20% IT Managed Services +4
    10% AI Consulting
    10% Custom Software Development
    10% IT Strategy Consulting
    10% Low/No Code Development

    Focus Areas

    15% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Natural Language Processing +4
    15% Voice and Speech Recognition
    10% Cognitive Computing
    10% Computer Vision
    10% Machine Learning

    Asyncure Consultancy Services is an IT managed services company. Headquartered in Navi Mumbai, India, the team focuses on IT managed services and Custom Software Development.

    Read more
    View Profile
  • Cybool Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Madrid, Spain

    Services provided

    60% Cybersecurity
    20% IT Managed Services
    10% AI Consulting +1
    10% Generative AI

    Focus Areas

    25% AI Recommendation Systems
    50% Voice and Speech Recognition
    25% Chatbots & Conversational AI

    Cybersecurity company Cybool is in Madrid, Spain and Ciudad de México, Mexico. They specialize in Cybersecurity and IT managed services and were founded in 2020.

    Read more
    View Profile
  • DRO Digital Consultancy Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Nairobi, Kenya

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% Digital Strategy +3
    15% Back Office Outsourcing
    15% Search Engine Optimization
    10% Email Marketing

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Machine Learning +1
    25% Natural Language Processing

    Launched in 2019, DRO Digital Consultancy, a small Digital Strategy company, is based in Nairobi, Kenya and Tallinn, Estonia. Their team provides Digital Strategy and CRM consulting and SI.

    Read more
    View Profile

Tell us what you need — we’ll match you with top agencies in minutes.

Get My Matches
tracking image

Why Trust Clutch

At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.

Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

  • In-depth client interviews and ratings
  • Comprehensive project details
  • Market presence
  • Portfolio examples and industry recognition

This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.

Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.

We take fraud seriously. Providers who violate our guidelines may face lower rankings, restricted visibility, or removal from the platform altogether.

Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.

Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 Empat
2 Valletta.Software: AI-Care
3 Zallpy Digital
4 DATAFOREST
5 Cody Solutions
6 Netguru
7 OTAKOYI
8 Old.St Labs
9 Simform
10 Clockwise Software
11 DianApps
12 Quytech
13 Neoteric
14 Mallow Technologies Private Limited
15 Incrementors

List of the Top 15 Recommendation System Services

  1. Empat Logotype

    Empat

    $10,000+
    $25 - $49 / hr
    250 - 999
    San Francisco, CA

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  2. Valletta.Software: AI-Care Logotype

    Valletta.Software: AI-Care

    $25,000+
    $50 - $99 / hr
    250 - 999
    San Ġiljan, Malta

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    25% AI Development
    30% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  3. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    37.5/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  4. DATAFOREST Logotype

    DATAFOREST

    $10,000+
    $50 - $99 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    37.3/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    55% Other
    View Profile Visit Website
  5. Cody Solutions Logotype

    Cody Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Ability to deliver

    36.6/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    25% AI Consulting
    60% Other
    View Profile Visit Website
  6. Netguru Logotype

    Netguru

    $50,000+
    $50 - $99 / hr
    250 - 999
    Poznań, Poland

    Ability to deliver

    39.4/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  7. OTAKOYI Logotype

    OTAKOYI

    $50,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Ability to deliver

    39.4/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    15% AI Development
    50% AI Recommendation Systems
    10% Generative AI
    75% Other
    View Profile Visit Website
  8. Old.St Labs Logotype

    Old.St Labs

    $10,000+
    $50 - $99 / hr
    50 - 249
    London, England

    Ability to deliver

    37.3/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.2/10 Market Presence

    Service focus

    40% AI Development
    50% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  9. Simform Logotype

    Simform

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Ability to deliver

    39.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  10. Clockwise Software Logotype

    Clockwise Software

    $50,000+
    $50 - $99 / hr
    50 - 249
    Dnipro, Ukraine

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    50% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  11. DianApps Logotype

    DianApps

    $10,000+
    $25 - $49 / hr
    50 - 249
    Jaipur, India

    Ability to deliver

    39.2/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    10% AI Development
    20% AI Recommendation Systems
    30% AI Consulting
    10% Generative AI
    50% Other
    View Profile Visit Website
  12. Quytech Logotype

    Quytech

    $25,000+
    < $25 / hr
    250 - 999
    Gurugram, India

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    10% AI Recommendation Systems
    15% Generative AI
    45% Other
    View Profile Visit Website
  14. Mallow Technologies Private Limited Logotype

    Mallow Technologies Private Limited

    $10,000+
    < $25 / hr
    250 - 999
    Karur, India

    Ability to deliver

    38.1/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    15% AI Development
    25% AI Recommendation Systems
    5% AI Consulting
    5% Generative AI
    75% Other
    View Profile Visit Website
  15. Incrementors Logotype

    Incrementors

    $1,000+
    $50 - $99 / hr
    50 - 249
    Delhi, India

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    9.9/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    10% Generative AI
    70% Other
    View Profile Visit Website
  16. ZONE3000 Logotype

    ZONE3000

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    34.8/40.0
    17.6/20 Reviews
    9.7/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

    35% AI Development
    25% AI Recommendation Systems
    65% Other
    View Profile Visit Website
  17. fxis.ai Logotype

    fxis.ai

    $1,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    60% AI Development
    15% AI Recommendation Systems
    40% Other
    View Profile Visit Website
  18. Merixstudio Logotype

    Merixstudio

    $25,000+
    $50 - $99 / hr
    50 - 249
    Poznań, Poland

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    50% AI Development
    10% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  19. Symphony Solutions Logotype

    Symphony Solutions

    $25,000+
    $25 - $49 / hr
    250 - 999
    Amsterdam, Netherlands

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    20% AI Recommendation Systems
    20% AI Consulting
    40% Other
    View Profile Visit Website
  20. AgileEngine Logotype

    AgileEngine

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    15% AI Development
    15% AI Recommendation Systems
    85% Other
    View Profile Visit Website
  21. Cheesecake Labs Logotype

    Cheesecake Labs

    $50,000+
    $50 - $99 / hr
    50 - 249
    San Francisco, CA

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    25% AI Development
    10% AI Recommendation Systems
    35% AI Consulting
    40% Other
    View Profile Visit Website
  22. tkxel Logotype

    tkxel

    $10,000+
    $25 - $49 / hr
    250 - 999
    Reston, VA

    Ability to deliver

    39.1/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    25% AI Development
    10% AI Recommendation Systems
    20% AI Consulting
    15% Generative AI
    40% Other
    View Profile Visit Website
  23. AnyforSoft Logotype

    AnyforSoft

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sarasota, FL

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    20% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  25. DigitalSuits - Shopify Plus Partner Logotype

    DigitalSuits - Shopify Plus Partner

    $5,000+
    $50 - $99 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    38.3/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    25% AI Recommendation Systems
    5% Generative AI
    55% Other
    View Profile Visit Website
  26. Excellent Webworld Logotype

    Excellent Webworld

    $25,000+
    $25 - $49 / hr
    250 - 999
    Lakeville, MN

    Ability to deliver

    36.6/40.0
    16.8/20 Reviews
    9.9/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    5% AI Consulting
    80% Other
    View Profile Visit Website
  27. MindInventory Logotype

    MindInventory

    $10,000+
    $25 - $49 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

    36.6/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    8.2/10 Market Presence

    Service focus

    40% AI Development
    20% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  28. blackthorn.ai Logotype

    blackthorn.ai

    $10,000+
    $50 - $99 / hr
    10 - 49
    Lewes, DE

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    40% AI Development
    10% AI Recommendation Systems
    30% AI Consulting
    10% Generative AI
    20% Other
    View Profile Visit Website
  29. Coderio Logotype

    Coderio

    $100,000+
    $50 - $99 / hr
    250 - 999
    New York, NY

    Ability to deliver

    37.2/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.2/10 Market Presence

    Service focus

    30% AI Development
    20% AI Recommendation Systems
    70% Other
    View Profile Visit Website
  30. GLOBALDEV Logotype

    GLOBALDEV

    $50,000+
    $25 - $49 / hr
    250 - 999
    Warszawa, Poland

    Ability to deliver

    37.4/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website

Get matched with the 5 best-fit agencies for your project—in 4 minutes or less.