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: September 18, 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

3,833 Companies

List of the Top Recommendation System Services

  • SHURT TECH Logotype

    SHURT TECH

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    10% AI Development
    15% Custom Software Development
    15% E-Commerce Development +5
    15% Mobile App Development
    15% Web Development
    10% API Development
    10% Search Engine Optimization
    10% Web Design

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Machine Learning +3
    15% Cognitive Computing
    15% Natural Language Processing
    5% Computer Vision

    Located in Noida, India, SHURT TECH is a small software development company. Their services include Custom Software Development and Web Development.

    Read more
    View Profile
  • 7Unit Innovations L.L.C-FZ Logotype

    7Unit Innovations L.L.C-FZ

    Not yet reviewed

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

    Services provided

    10% AI Development
    35% Custom Software Development
    30% Web Development +2
    15% Mobile App Development
    10% UX/UI Design

    Focus Areas

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

    7Unit Innovations L.L.C-FZ is a software development firm. In Dubai, United Arab Emirates and Bengaluru, India, the team specializes in Custom Software Development and Web Development.

    Read more
    View Profile
  • Automation Consulting Pty Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sydney, Australia

    Services provided

    10% AI Agents
    10% AI Consulting
    10% CRM Consulting and SI +7
    10% Cloud Consulting & SI
    10% ERP Consulting and SI
    10% IT Managed Services
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% Robotics Process Automation
    10% Unified Communications Consulting & SI

    Focus Areas

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

    Automation Consulting Pty Ltd is a small IT strategy consulting company established in 2023. Their team specializes in IT strategy consulting and cloud consulting & SI.

    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
  • Tiny Epic Solutions Logotype

    Tiny Epic Solutions

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    35% Digital Strategy
    25% Performance Marketing
    20% Branding +2
    10% AI Consulting
    10% CRM Consulting and SI

    Focus Areas

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

    Located in Mumbai, India, Tiny Epic Solutions is a Digital Strategy company. The team specializes in Digital Strategy and Performance Marketing.

    Read more
    View Profile Visit Website
  • Aplos AI Logotype

    Aplos AI

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    10% AI Development
    50% AI Agents
    20% CRM Consulting and SI +2
    10% Business Consulting
    10% Other IT Consulting and SI

    Focus Areas

    12% AI Recommendation Systems
    14% Chatbots & Conversational AI
    14% Natural Language Processing +5
    12% Cognitive Computing
    12% Computer Vision
    12% Machine Learning
    12% Robotics
    12% Voice and Speech Recognition

    Located in Dawsonville, Georgia, Aplos AI is a small AI Agents company. Their services include AI Agents and CRM consulting and SI.

    Read more
    View Profile
  • Jared Media Group LLC Logotype

    Jared Media Group LLC

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    Freelancer

    Services provided

    20% Marketing Strategy
    15% Digital Strategy
    15% Fractional CMO Services +6
    15% Pay Per Click
    10% AI Consulting
    10% Performance Marketing
    5% Business Consulting
    5% Conversion Optimization
    5% Social Media Marketing

    Focus Areas

    20% AI Recommendation Systems
    30% Machine Learning
    25% Natural Language Processing +5
    10% Chatbots & Conversational AI
    5% Cognitive Computing
    5% Voice and Speech Recognition
    3% Computer Vision
    2% Robotics

    Jared Media Group LLC is a small Marketing Strategy company founded in 2025. Their team provides Marketing Strategy and Fractional CMO Services.

    Read more
    View Profile
  • Tim Pratt Consulting Logotype

    Tim Pratt Consulting

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    Freelancer

    Services provided

    25% Product Marketing
    20% Marketing Strategy
    15% AI Consulting +6
    10% AI Agents
    10% Business Consulting
    5% Branding
    5% Demand Generation Marketing
    5% Digital Strategy
    5% Market Research

    Focus Areas

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

    Tim Pratt Consulting is a Product Marketing company based in Tucker, Georgia. Their services include Product Marketing and Marketing Strategy.

    Read more
    View Profile
  • LATVGUY, LLC Logotype

    LATVGUY, LLC

    5.0 3 reviews
    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Development
    20% Audio Production
    20% Transcription +3
    20% Translation
    15% Broadcast Video
    15% Video Production

    Focus Areas

    10% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Natural Language Processing +4
    15% Computer Vision
    10% Cognitive Computing
    10% Machine Learning
    10% Voice and Speech Recognition

    LATVGUY, LLC offers translation services, closed captioning, and audio description file creation, primarily for video projects. Reviews highlight exceptional customer service, attention to detail, and timely project delivery. Clients commend their professionalism and industry expertise, noting that services consistently meet or exceed expectations with no areas identified for improvement.

    See all 3 projects
    View Profile
  • DevExec Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    15% BI & Big Data Consulting & SI
    15% Cloud Consulting & SI +6
    10% Blockchain
    10% Custom Software Development
    10% Cybersecurity
    10% IoT Development
    10% UX/UI Design
    10% Web Design

    Focus Areas

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

    DevExec is a big data analytics company in Benoni, South Africa. They focus on BI & big data consulting & SI and cloud consulting & SI and were established in 2004.

    Read more
    View Profile
  • Unfold Logic Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9
    Bengaluru, India

    Services provided

    10% AI Development
    50% Blockchain
    10% Custom Software Development +3
    10% IT Staff Augmentation
    10% Low/No Code Development
    10% Mobile App Development

    Focus Areas

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

    Based in Bengaluru, India, Unfold Logic is a Blockchain company. Their services include Blockchain and IT staff augmentation.

    Read more
    View Profile
  • TheBitsOrigin Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Karachi, Pakistan

    Services provided

    10% AI Development
    25% BI & Big Data Consulting & SI
    25% DevOps Managed Services +3
    20% Microservices Architecture Services
    15% Cloud Consulting & SI
    5% Blockchain

    Focus Areas

    10% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Natural Language Processing +4
    15% Cognitive Computing
    10% Computer Vision
    10% Machine Learning
    10% Voice and Speech Recognition

    TheBitsOrigin is a business intelligence company. Founded in 2024, the team offers BI & big data consulting & SI and DevOps Managed Services. The agency is headquartered in Karachi, Pakistan.

    Read more
    View Profile
  • Rigal Media Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Marketing Strategy
    20% Search Engine Optimization +5
    10% Corporate Photography
    10% Low/No Code Development
    10% Video Production
    10% Web Design
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    90% Chatbots & Conversational AI

    Rigal Media is a Marketing Strategy company headquartered in San Antonio, Texas and San Diego, California. Launched in 2014, the team focuses on Marketing Strategy and Search Engine Optimization.

    Read more
    View Profile
  • DevMyx (Pvt) Ltd Logotype

    DevMyx (Pvt) Ltd

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Blockchain
    10% Custom Software Development +7
    10% DevOps Managed Services
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% IoT Development
    10% Mobile App Development
    10% Robotics Process Automation
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Cognitive Computing +3
    20% Machine Learning
    20% Natural Language Processing
    10% Robotics

    DevMyx (Pvt) Ltd is a Colombo, Sri Lanka-based custom software development company. Founded in 2017, the team specializes in Custom Software Development and Web Development.

    Read more
    View Profile
  • bREAL Marketing Logotype

    Not yet reviewed

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

    Services provided

    30% Pay Per Click
    20% Ecommerce Marketing
    20% Search Engine Optimization +3
    15% Digital Strategy
    10% AI Consulting
    5% Fractional CMO Services

    Focus Areas

    10% AI Recommendation Systems
    70% Chatbots & Conversational AI
    10% Machine Learning +1
    10% Voice and Speech Recognition

    PPC company bREAL Marketing was launched in 2014. The small team specializes in Pay Per Click and Search Engine Optimization.

    Read more
    View Profile
  • Webrex Solutions Logotype

    Webrex Solutions

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Custom Software Development
    20% Mobile App Development +3
    20% Web Design
    20% Web Development
    10% Search Engine Optimization

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    30% Natural Language Processing +1
    10% Computer Vision

    Webrex Solutions is a small Lahore, Pakistan-based web design company. Their services include Web Design and Custom Software Development.

    Read more
    View Profile
  • Inova Studio Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Portland, OR

    Services provided

    10% AI Development
    50% Low/No Code Development
    20% Web Development +2
    10% Custom Software Development
    10% Mobile App Development

    Focus Areas

    10% AI Recommendation Systems
    40% Chatbots & Conversational AI
    30% Natural Language Processing +2
    10% Computer Vision
    10% Voice and Speech Recognition

    Low/No Code Development company Inova Studio was launched in 2018. The small team provides Low/No Code Development and Web Development.

    Read more
    View Profile
  • Gray Coyote Digital Logotype

    Gray Coyote Digital

    Not yet reviewed

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

    Services provided

    20% Search Engine Optimization
    20% UX/UI Design
    20% Web Development +4
    10% Branding
    10% Generative AI
    10% Graphic Design
    10% Web Design

    Focus Areas

    10% AI Recommendation Systems
    40% Chatbots & Conversational AI
    25% Cognitive Computing +3
    10% Computer Vision
    10% Voice and Speech Recognition
    5% Natural Language Processing

    Gray Coyote Digital, a SEO agency, is in Spring, Texas. Established in 2024, the team specializes in Search Engine Optimization and UX/UI Design.

    Read more
    View Profile
  • Valkary Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Henderson, NV

    Services provided

    10% AI Development
    40% Cybersecurity
    20% IT Strategy Consulting +3
    10% Logistics & Supply Chain Consulting
    10% Mobile App Development
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    65% Chatbots & Conversational AI
    10% Machine Learning +2
    10% Voice and Speech Recognition
    5% Cognitive Computing

    Valkary is a Cybersecurity company. Founded in 2024, the team specializes in Cybersecurity and IT strategy consulting.

    Read more
    View Profile
  • Kopp Online Marketing Consulting Logotype

    Kopp Online Marketing Consulting

    Not yet reviewed

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

    Services provided

    35% Search Engine Optimization
    15% Content Marketing
    15% Digital Strategy +4
    10% Generative AI
    10% Marketing Strategy
    10% Other Digital Marketing
    5% Branding

    Focus Areas

    10% AI Recommendation Systems
    45% Chatbots & Conversational AI
    35% Natural Language Processing +1
    10% Machine Learning

    SEO services firm Kopp Online Marketing Consulting offers Search Engine Optimization and Digital Strategy. They were launched in 2009.

    Read more
    View Profile
  • Digital Consulting Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Yzerfontein, South Africa

    Services provided

    30% Search Engine Optimization
    20% Web Design
    15% Digital Strategy +4
    10% AI Consulting
    10% Graphic Design
    10% Web Development
    5% Mobile App Development

    Focus Areas

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

    Digital Consulting is a SEO services firm. They offer Search Engine Optimization and Web Design and were founded in 2017.

    Read more
    View Profile
  • Agile Developers Logotype

    Agile Developers

    Not yet reviewed

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

    Services provided

    10% AI Development
    30% AI Agents
    20% Web Development +4
    15% Custom Software Development
    10% Microservices Architecture Services
    10% Web Design
    5% Mobile App Development

    Focus Areas

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

    Agile Developers is an AI Agents company. Their small team is located in Lahore, Pakistan and focuses on AI Agents and Web Development. The firm was launched in 2024.

    Read more
    View Profile
  • Project Joker Logotype

    Project Joker

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    10% AI Development
    35% Web Development
    25% E-Commerce Development +4
    10% AI Agents
    10% Custom Software Development
    5% API Development
    5% UX/UI Design

    Focus Areas

    10% AI Recommendation Systems
    80% Chatbots & Conversational AI
    10% Machine Learning

    Project Joker, a web development firm, offers Web Development and E-Commerce Development. The firm is in Hamburg, Germany.

    Read more
    View Profile
  • Nolim Studios LLC Logotype

    Nolim Studios LLC

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% AI Agents
    10% API Development +7
    10% AR/VR Development
    10% E-Commerce Development
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Design
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Natural Language Processing +2
    20% Computer Vision
    15% Machine Learning

    Nolim Studios LLC, a web design company, was established in 2021. The company specializes in Web Design and IT strategy consulting, and is small.

    Read more
    View Profile
  • Flow8 Logotype

    Not yet reviewed

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

    Services provided

    15% AI Agents
    15% Content Marketing
    15% IT Strategy Consulting +6
    10% AI Consulting
    10% Digital Strategy
    10% Marketing Strategy
    10% Other Digital Marketing
    10% Robotics Process Automation
    5% Market Research

    Focus Areas

    10% AI Recommendation Systems
    35% Chatbots & Conversational AI
    30% Computer Vision +2
    15% Machine Learning
    10% Voice and Speech Recognition

    Flow8 is a small Content Marketing company established in 2026. Their team focuses on Content Marketing and IT strategy consulting.

    Read more
    View Profile
  • Groundwork Digital Logotype

    Groundwork Digital

    Not yet reviewed

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

    Services provided

    65% Search Engine Optimization
    15% Content Marketing
    10% AI Consulting +1
    10% Web Design

    Focus Areas

    10% AI Recommendation Systems
    35% Chatbots & Conversational AI
    35% Machine Learning +1
    20% Natural Language Processing

    Small SEO agency Groundwork Digital, is located in Toronto, Canada. The team offers Search Engine Optimization and Content Marketing.

    Read more
    View Profile
  • Wauha Innovations Logotype

    Wauha Innovations

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9

    Services provided

    25% Custom Software Development
    25% IT Strategy Consulting
    20% API Development +3
    10% AI Consulting
    10% Business Consulting
    10% Cybersecurity

    Focus Areas

    10% AI Recommendation Systems
    80% Chatbots & Conversational AI
    10% Voice and Speech Recognition

    Founded in 2025, Wauha Innovations is an IT strategy consulting company. The team offers IT strategy consulting and Custom Software Development and is headquartered in Coatesville , Pennsylvania.

    Read more
    View Profile
  • Sentinel Infotech Logotype

    Sentinel Infotech

    Not yet reviewed

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

    Services provided

    10% AI Development
    40% Web Development
    30% E-Commerce Development +2
    15% Web Design
    5% API Development

    Focus Areas

    10% AI Recommendation Systems
    70% Chatbots & Conversational AI
    20% Natural Language Processing

    Sentinel Infotech is a web development firm. They offer Web Development and E-Commerce Development and are headquartered in Rajkot, India.

    Read more
    View Profile
  • AOD Info Solution Logotype

    AOD Info Solution

    Not yet reviewed

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

    Services provided

    10% AI Development
    35% Web Development
    15% Mobile App Development +4
    15% Web Design
    10% Custom Software Development
    10% Search Engine Optimization
    5% IT Managed Services

    Focus Areas

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

    Established in 2025, AOD Info Solution, a small website development firm, is based in Bettiah, India. Their services include Web Development and Web Design.

    Read more
    View Profile
  • NSquare Solutions Logotype

    NSquare Solutions

    Not yet reviewed

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

    Services provided

    10% AI Development
    40% ERP Consulting and SI
    20% Custom Software Development +2
    15% AI Agents
    15% IT Managed Services

    Focus Areas

    10% AI Recommendation Systems
    40% Chatbots & Conversational AI
    15% Machine Learning +3
    15% Natural Language Processing
    10% Computer Vision
    10% Voice and Speech Recognition

    NSquare Solutions is an ERP consulting and SI company headquartered in Jacksonville, Florida. They provide ERP consulting and SI and Custom Software Development.

    Read more
    View Profile
  • Mobilesoft Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    50% Mobile App Development
    20% Web Development +2
    10% API Development
    10% UX/UI Design

    Focus Areas

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

    Mobilesoft is a small app development company. Founded in 2017, the team offers Mobile App Development and Web Development.

    Read more
    View Profile
  • Watson Consulting and Advisory Services Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    Freelancer
    Troy, MI

    Services provided

    25% CRM Consulting and SI
    20% Business Consulting
    20% Custom Software Development +3
    15% IT Strategy Consulting
    10% AI Consulting
    10% Web Design

    Focus Areas

    10% AI Recommendation Systems
    70% Chatbots & Conversational AI
    20% Voice and Speech Recognition

    Business Consulting company Watson Consulting and Advisory Services is headquartered in Troy, Michigan. They specialize in Business Consulting and CRM consulting and SI.

    Read more
    View Profile
  • Sadiq Saleem Logotype

    Sadiq Saleem

    Not yet reviewed

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

    Services provided

    50% Search Engine Optimization
    15% Content Marketing
    15% Social Media Marketing +2
    10% AI Consulting
    10% Pay Per Click

    Focus Areas

    10% AI Recommendation Systems
    50% Chatbots & Conversational AI
    20% Natural Language Processing +1
    20% Voice and Speech Recognition

    Sadiq Saleem is a SEO company founded in 2023. The team focuses on Search Engine Optimization and Content Marketing and is based in Dubai, United Arab Emirates.

    Read more
    View Profile
  • Nestyx Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    Freelancer
    Gioia del Colle, Italy

    Services provided

    20% Cloud Consulting & SI
    15% CRM Consulting and SI
    15% ERP Consulting and SI +5
    10% AI Agents
    10% AI Consulting
    10% Custom Software Development
    10% Mobile App Development
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    25% Machine Learning +2
    20% Natural Language Processing
    15% Computer Vision

    Nestyx is a small Gioia del Colle, Italy-based cloud consulting & SI company. The team offers cloud consulting & SI 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 Zallpy Digital
3 Cody Solutions
4 Valletta.Software: AI-Care
5 Simform
6 Quytech
7 Clockwise Software
8 Old.St Labs
9 OTAKOYI
10 DATAFOREST
11 STX Next
12 Cheesecake Labs
13 DigitalSuits - Shopify Plus Partner
14 Chromedia, Inc.
15 Merixstudio

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

    38.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.7/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  2. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    34.1/40.0
    18/20 Reviews
    10/10 Clients & Experience
    6.1/10 Market Presence

    Service focus

    30% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  3. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    32.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    4.8/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    25% AI Consulting
    60% Other
    View Profile Visit Website
  4. Valletta.Software: AI-Care Logotype

    Valletta.Software: AI-Care

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

    Ability to deliver

    35/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5/10 Market Presence

    Service focus

    25% AI Development
    30% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  5. Simform Logotype

    Simform

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

    Ability to deliver

    36.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    6.6/10 Market Presence

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  6. Quytech Logotype

    Quytech

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

    Ability to deliver

    35.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5.9/10 Market Presence

    Service focus

    40% AI Development
    15% AI Recommendation Systems
    10% Generative AI
    50% Other
    View Profile Visit Website
  7. Clockwise Software Logotype

    Clockwise Software

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

    Ability to deliver

    33.6/40.0
    17.2/20 Reviews
    10/10 Clients & Experience
    6.4/10 Market Presence

    Service focus

    40% AI Development
    50% AI Recommendation Systems
    60% 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

    33.6/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    5.4/10 Market Presence

    Service focus

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

    OTAKOYI

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

    Ability to deliver

    35.6/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    15% AI Development
    50% AI Recommendation Systems
    10% Generative AI
    75% Other
    View Profile Visit Website
  10. DATAFOREST Logotype

    DATAFOREST

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

    Ability to deliver

    32.5/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    6/10 Market Presence

    Service focus

    35% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    55% Other
    View Profile Visit Website
  12. Cheesecake Labs Logotype

    Cheesecake Labs

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

    Ability to deliver

    37/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    25% AI Development
    10% AI Recommendation Systems
    35% AI Consulting
    40% Other
    View Profile Visit Website
  13. DigitalSuits - Shopify Plus Partner Logotype

    DigitalSuits - Shopify Plus Partner

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

    Ability to deliver

    35.7/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    7.1/10 Market Presence

    Service focus

    40% AI Development
    25% AI Recommendation Systems
    5% Generative AI
    55% Other
    View Profile Visit Website
  14. Chromedia, Inc. Logotype

    Chromedia, Inc.

    $25,000+
    $25 - $49 / hr
    50 - 249
    Lakewood, CO

    Ability to deliver

    33/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    5.4/10 Market Presence

    Service focus

    30% AI Development
    40% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  15. Merixstudio Logotype

    Merixstudio

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

    Ability to deliver

    36.8/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    7/10 Market Presence

    Service focus

    50% AI Development
    10% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  16. Netguru Logotype

    Netguru

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

    Ability to deliver

    34.6/40.0
    19/20 Reviews
    10/10 Clients & Experience
    5.6/10 Market Presence

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  17. Incrementors Logotype

    Incrementors

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

    Ability to deliver

    35.9/40.0
    19.8/20 Reviews
    9.9/10 Clients & Experience
    6.3/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    10% Generative AI
    70% Other
    View Profile Visit Website
  18. Konstant Infosolutions Logotype

    Konstant Infosolutions

    $5,000+
    $25 - $49 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    37.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    7.4/10 Market Presence

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  19. Mallow Technologies Private Limited Logotype

    Mallow Technologies Private Limited

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

    Ability to deliver

    34.4/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    5.8/10 Market Presence

    Service focus

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

    GeekyAnts

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

    Ability to deliver

    37.2/40.0
    20/20 Reviews
    10/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  21. Akveo Logotype

    Akveo

    $10,000+
    $50 - $99 / hr
    50 - 249
    Austin, TX

    Ability to deliver

    34.9/40.0
    18.8/20 Reviews
    9.3/10 Clients & Experience
    6.7/10 Market Presence

    Service focus

    40% AI Development
    30% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  22. eSparkBiz Logotype

    eSparkBiz

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

    Ability to deliver

    38.1/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.1/10 Market Presence

    Service focus

    15% AI Development
    15% AI Recommendation Systems
    85% Other
    View Profile Visit Website
  23. DianApps Logotype

    DianApps

    $5,000+
    $25 - $49 / hr
    50 - 249
    Jaipur, India

    Ability to deliver

    34.8/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    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
  25. VOLO Logotype

    VOLO

    $50,000+
    $50 - $99 / hr
    250 - 999
    Yerevan, Armenia

    Ability to deliver

    32.3/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    5.7/10 Market Presence

    Service focus

    40% AI Development
    25% AI Recommendation Systems
    30% AI Consulting
    30% Other
    View Profile Visit Website
  26. Veta Virtual Logotype

    Veta Virtual

    $1,000+
    Undisclosed
    50 - 249
    Toronto, Canada

    Ability to deliver

    32.8/40.0
    18.6/20 Reviews
    9.7/10 Clients & Experience
    4.5/10 Market Presence

    Service focus

    33% AI Development
    50% AI Recommendation Systems
    67% Other
    View Profile Visit Website
  27. Arbisoft Logotype

    Arbisoft

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

    Ability to deliver

    35.8/40.0
    20/20 Reviews
    9.5/10 Clients & Experience
    6.3/10 Market Presence

    Service focus

    20% AI Development
    20% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  28. fxis.ai Logotype

    fxis.ai

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

    Ability to deliver

    35/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5/10 Market Presence

    Service focus

    60% AI Development
    15% AI Recommendation Systems
    40% Other
    View Profile Visit Website
  29. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

    $100,000+
    $100 - $149 / hr
    50 - 249
    Danvers, MA

    Ability to deliver

    35.7/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    6.5/10 Market Presence

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    25% AI Consulting
    25% Generative AI
    20% Other
    View Profile Visit Website
  30. Beyondsoft Consulting Inc. Logotype

    Beyondsoft Consulting Inc.

    $10,000+
    $150 - $199 / hr
    10,000+
    Bellevue, WA

    Ability to deliver

    30.3/40.0
    15.2/20 Reviews
    10/10 Clients & Experience
    5.1/10 Market Presence

    Service focus

    10% AI Development
    20% AI Recommendation Systems
    10% AI Consulting
    10% Generative AI
    70% Other
    View Profile Visit Website

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