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: June 28, 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

3,588 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
  • 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
  • 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
  • Gorillasoftx Logotype

    Gorillasoftx

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Development
    20% Cloud Consulting & SI
    20% UX/UI Design +5
    10% AR/VR Development
    10% Custom Software Development
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Design

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Computer Vision +1
    30% Machine Learning

    Founded in 2023, Gorillasoftx is a small UX agency in San Francisco, California and Sarajevo, Bosnia and Herzegovina. Their team specializes in UX/UI Design and cloud consulting & SI.

    Read more
    View Profile
  • Cubiktech Logotype

    Cubiktech

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% Mobile App Development
    15% Custom Software Development +6
    10% API Development
    10% DevOps Managed Services
    10% E-Commerce Development
    10% Low/No Code Development
    10% Web Development
    5% Microservices Architecture Services

    Focus Areas

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

    Cubiktech is a Sanquelim, India-based software development company. Their services include Custom Software Development and Mobile App Development.

    Read more
    View Profile
  • MULTISERVICIOS.CB Logotype

    MULTISERVICIOS.CB

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    20% Content Moderation Services
    15% Business Valuation Services
    15% Financial Advising & Planning +6
    10% AI Consulting
    10% Graphic Design
    10% Mobile & App Marketing
    10% Web Design
    5% Public Relations
    5% Search Engine Optimization

    Focus Areas

    10% AI Recommendation Systems
    35% Chatbots & Conversational AI
    20% Natural Language Processing +2
    20% Robotics
    15% Voice and Speech Recognition

    In Santa Elena, Ecuador, MULTISERVICIOS.CB is a Content Moderation Services company. Their services include Content Moderation Services and Financial Advising & Planning.

    Read more
    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
  • 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
  • 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
  • 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
  • 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
  • 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
  • AdvantEdge Anthology Partners - Out of Business Logotype

    5.0 3 reviews
    $10,000+
    $200 - $300 / hr
    2 - 9
    San Antonio, TX

    Services provided

    30% Business Consulting
    20% Digital Strategy
    10% AI Consulting +4
    10% Business Continuity Management
    10% Compliance Consulting
    10% Market Research
    10% Marketing Strategy

    Focus Areas

    70% AI Recommendation Systems
    5% Chatbots & Conversational AI
    5% Computer Vision +4
    5% Machine Learning
    5% Natural Language Processing
    5% Robotics
    5% Voice and Speech Recognition

    AdvantEdge Anthology Partners, now out of business, was a business consulting firm known for providing strategic planning, marketing, and operational support. The firm received positive feedback across all reviews, with 100% of reviewers noting improved business performance and effective communication. Clients appreciated their professionalism, timely execution, and valuable insights, with no negative feedback reported.

    See all 3 projects

    Reviews mention Knowledgeable

    Clients have consistently praised AdvantEdge Anthology Partners for their extensive knowledge and efficiency, particularly in medical database management and insurance billing. One client highlighted Lina's calm demeanor and expertise in navigating sensitive healthcare situations, noting her ability to stay updated with industry language. Overall, the sentiment reflects strong confidence in their knowledgeable approach, with clients expressing satisfaction and no identified areas for improvement.
    • EMR Implementation & Insurance Billing for Gynecologist
      5.0 Apr 14, 2021

      Lina is really good to work with. She’s very efficient and knowledgeable. She stays up to date with the language we use in the healthcare space.

      Read Full Review
    • EMR Implementation & Insurance Billing for Gynecologist
      5.0 Apr 14, 2021

      Lina is very efficient and organized. Her knowledge surrounding medical insurance and legalities stands out, too. She’s very good at communication and always lets us know when a process needs to be updated.

      Read Full Review
    Read All Reviews

    Industry Experience

    AdvantEdge Anthology Partners has demonstrated expertise across various industries, including construction, transportation, and healthcare. Clients in construction praised their strategic business planning and marketing efforts, leading to increased customer engagement. In transportation, they delivered high-quality proposals efficiently, showcasing their responsiveness. In healthcare, their proficiency in implementing electronic medical records significantly enhanced operational efficiency and client onboarding. Overall, feedback reflects a strong sentiment for their effective communication, timely delivery, and industry-specific knowledge.

    Read All Reviews

    Select Industry to see insights

    Construction Transportation Healthcare

    Average Project Cost Breakdown

    Less than $10,000 (1) $10,000 to $49,000 (1)

    What Clients Have Said

    Clients generally express satisfaction with AdvantEdge Anthology Partners' pricing and value for money. One client noted they spent $2,000 for a professional proposal, highlighting it as a fair price compared to competitors. Another client invested close to $20,000 and praised the increase in business they experienced as a result. Overall, feedback indicates that the company's services are perceived as high-quality and reasonably priced, with clients feeling they received significant returns on their investments.
    Read All Reviews
    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
  • 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
  • Solquee Technologies Logotype

    Solquee Technologies

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    50% Robotics Process Automation
    25% Cloud Consulting & SI

    Focus Areas

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

    Founded in 2023, Solquee Technologies is a Robotics Process Automation company. The team focuses on Robotics Process Automation and cloud consulting & SI.

    Read more
    View Profile
  • Tech Titan Consulting Logotype

    Tech Titan Consulting

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    50% Web Design
    25% AI Agents

    Focus Areas

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

    Small web design company Tech Titan Consulting, is located in Overland Park, Kansas. Their services include Web Design and Artificial Intelligence.

    Read more
    View Profile
  • Neova Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Santa Clara, CA

    Services provided

    10% AI Development
    20% DevOps Managed Services
    20% Robotics Process Automation +5
    10% Application Testing
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% IoT Development
    10% Mobile App Development

    Focus Areas

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

    Founded in 2007, Neova Solutions is a midsize Santa Clara, California-based Robotics Process Automation company. Their services include Robotics Process Automation and DevOps Managed Services.

    Read more
    View Profile
  • Agency 153 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Noblesville, IN

    Services provided

    20% AI Development
    40% Fractional CMO Services
    20% Marketing Strategy +2
    10% Audio Production
    10% Branding

    Focus Areas

    100% AI Recommendation Systems

    Agency 153 is a Fractional CMO Services company. They were launched in 2023 and offer Fractional CMO Services and Marketing Strategy.

    Read more
    View Profile
  • RevOppAI Logotype

    RevOppAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    10% AI Development
    20% Fractional CMO Services
    10% AI Consulting +6
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% Corporate Training & Coaching
    10% Financial Consulting
    10% Market Research
    10% Marketing Strategy

    Focus Areas

    100% AI Recommendation Systems

    RevOppAI is a Fractional CMO Services company. The team offers Fractional CMO Services and Market Research and is headquartered in Denver, Colorado.

    Read more
    View Profile
  • Sublime Life Solutions Logotype

    Sublime Life Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    20% AI Development
    40% Building Security Services
    20% IT Managed Services +1
    20% IoT Development

    Focus Areas

    100% AI Recommendation Systems

    Sublime Life Solutions is a Building Security Services company. Founded in 2017, the team provides Building Security Services and IT managed services. The firm is based in Rochester, New York.

    Read more
    View Profile
  • PT Graphie Global Interaktif Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Jakarta, Indonesia

    Services provided

    15% AI Development
    20% Graphic Design
    20% Social Media Marketing +4
    15% Web Development
    10% Blockchain
    10% Mobile App Development
    10% Search Engine Optimization

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Computer Vision +1
    25% Natural Language Processing

    Based in Jakarta, Indonesia, PT Graphie Global Interaktif is a small social media marketing firm. Their services include Social Media Marketing and Graphic Design.

    Read more
    View Profile
  • SophoTek Logotype

    SophoTek

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Development
    40% Custom Software Development
    15% Cloud Consulting & SI +3
    15% Microservices Architecture Services
    10% AI Consulting
    10% Web Design

    Focus Areas

    25% AI Recommendation Systems
    50% Machine Learning
    25% Chatbots & Conversational AI

    SophoTek is a software development firm. The San Jose, Costa Rica-based agency was launched in 2024. Their team focuses on Custom Software Development and cloud consulting & SI.

    Read more
    View Profile
  • NerdHeadz Logotype

    NerdHeadz

    4.9 9 reviews
    $5,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    15% AI Development
    20% AI Agents
    20% Mobile App Development +3
    20% UX/UI Design
    20% Web Development
    5% AI Consulting

    Focus Areas

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

    NerdHeadz is a versatile technology company specializing in web and app development, particularly with the Bubble platform. Across various projects, they have consistently demonstrated technical expertise, timely delivery, and effective project management, with 100% of reviewed clients appreciating their responsiveness and communication. Clients frequently commend their ability to swiftly implement complex product features while maintaining high quality, making them a reliable development partner.

    See all 9 projects

    Reviews mention Accessible

    Clients consistently noted NerdHeadz's exceptional accessibility and clear communication throughout their projects. One client highlighted their 'consistent accessibility' and collaborative approach, stating that the team was 'always responsive' and made them feel supported at every stage. Additionally, the developers' quick adaptation to changes while maintaining schedule integrity was praised, demonstrating a strong commitment to client needs. Overall, the sentiment surrounding accessibility is overwhelmingly positive.
    • API Development for Software Co
      4.5 Aug 30, 2024

      Always able to reach them through slack. NerdHeadz's responsiveness and dedicated developers stood out. Sometimes the communication on the status of the features being built could have been more frequent, so we would have the right expectations.

      Read Full Review
    • Web App Development & Design for Job Posting Platform
      5.0 Sep 18, 2025

      What impressed me most about this company was their consistent accessibility and clear communication. They were always responsive, made the development process feel collaborative, and ensured I felt supported at every stage. Their ability to adapt quickly to changes and still deliver on schedule really stood out, making the experience both efficient and enjoyable.

      Read Full Review
    Read All Reviews

    Industry Experience

    NerdHeadz has demonstrated effective expertise across various industries, including Information Technology, Business Services, Software, Consumer Products, Media, and Wellness & Fitness. Clients commend their strong project management, responsiveness, and technical proficiency, particularly in building applications and software solutions. The overall sentiment is highly positive, with notable strengths in IT solutions and user-centric app development. This makes them a suitable partner for clients in need of reliable software development and innovative technology solutions.

    Read All Reviews

    Select Industry to see insights

    Software Consumer Products Media Wellness & Fitness Business services Information technology

    Average Project Cost Breakdown

    $10,000 to $49,000 (3) Less than $10,000 (1) $50,000 to $199,999 (1)

    What Clients Have Said

    NerdHeadz is recognized for delivering exceptional value for money, with clients frequently noting their competitive pricing and high-quality outcomes. One client emphasized that their 'pricing fit our budget' and described NerdHeadz as providing 'good value for cost.' Another remarked on their 'consistent accessibility and clear communication,' reinforcing the perception of reliability and cost-effectiveness. Overall, the sentiment is overwhelmingly positive, indicating that clients feel they receive substantial value relative to their investment.
    Read All Reviews

    View projects from:

    United States (4) Australia (1) Barbados (1) Germany (1) Netherlands (1)
    View Profile
  • Big Data and AI Toronto Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    20% AI Development
    30% BI & Big Data Consulting & SI
    20% IT Strategy Consulting +3
    10% Cloud Consulting & SI
    10% Cybersecurity
    10% IoT Development

    Focus Areas

    20% AI Recommendation Systems
    80% Machine Learning

    Big Data and AI Toronto is a small Toronto, Canada-based big data company. Their services include BI & big data consulting & SI and IT strategy consulting.

    Read more
    View Profile
  • Innovative Edge TCS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bothell, WA

    Services provided

    10% AI Consulting
    10% Application Testing
    10% BI & Big Data Consulting & SI +7
    10% Business Consulting
    10% Cloud Consulting & SI
    10% Corporate Training & Coaching
    10% Custom Software Development
    10% DevOps Managed Services
    10% IT Strategy Consulting
    10% Recruiting

    Focus Areas

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

    IT strategy consulting company Innovative Edge TCS is in Bothell, Washington. Founded in 2015, the team focuses on IT strategy consulting and BI & big data consulting & SI.

    Read more
    View Profile
  • Pixel Magnet Digital Marketing Agency Logotype

    Pixel Magnet Digital Marketing Agency

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    10% AI Development
    25% Search Engine Optimization
    20% Content Marketing +4
    20% Market Research
    15% Marketing Strategy
    5% AI Consulting
    5% Web Design

    Focus Areas

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

    Pixel Magnet Digital Marketing Agency provides website development and SEO optimization services. Reviews highlight their ability to deliver projects on time, achieve significant growth in organic search traffic, and offer competitive pricing. Clients appreciate the value for cost and effective communication through virtual meetings.

    See all 1 projects
    View Profile
  • Miracuves Solutions Pvt. Ltd. Logotype

    5.0 14 reviews
    $5,000+
    $25 - $49 / hr
    50 - 249
    मुंबई, India

    Services provided

    10% AI Development
    40% Mobile App Development
    10% Custom Software Development +5
    10% IT Strategy Consulting
    10% Low/No Code Development
    10% Web Development
    5% E-Commerce Development
    5% Enterprise App Modernization

    Focus Areas

    10% AI Recommendation Systems
    55% Chatbots & Conversational AI
    15% Machine Learning +2
    15% Natural Language Processing
    5% Voice and Speech Recognition

    Miracuves Solutions Pvt. Ltd. specializes in providing comprehensive IT and digital solutions, including cloud services, web development, branding, and digital marketing. The company has received consistently positive feedback, with clients frequently praising their technical expertise, project management, and responsiveness. Approximately 100% of the reviewers commend their commitment to meeting client needs and delivering tailored solutions within budget.

    See all 14 projects

    Industry Experience

    Miracuves Solutions Pvt. Ltd. has demonstrated expertise across various industries, including Media, Financial Services, Telecommunications, Publishing, Real Estate, and Chemicals & Biotechnology. Clients commend their strong technical capabilities, effective project management, and tailored solutions that enhance security, branding, and user experience. Overall, feedback highlights their responsiveness and ability to deliver high-quality results, making them an excellent choice for organizations seeking innovative solutions in these sectors.

    Read All Reviews

    Select Industry to see insights

    Media Financial services Telecommunications Publishing Real estate Chemicals & Biotechnology

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $10,000 to $49,000 (2) Less than $10,000 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently praised Miracuves Solutions Pvt. Ltd. for their competitive pricing and strong value for money. For instance, one CEO noted that their 'pricing fit our budget' and highlighted the 'good value for cost.' Another client mentioned significant cost savings of approximately $3.5 million due to the effective solutions provided. Overall, the sentiment reflects satisfaction with the cost-effectiveness of services, aligning with client expectations and project requirements.
    Read All Reviews

    View projects from:

    Cyprus (2) Bulgaria (1) Ireland (1) Portugal (1) United States (1)
    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

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 Suffescom Solutions Inc
3 Cody Solutions
4 Valletta.Software: AI-Care
5 Zallpy Digital
6 Old.St Labs
7 DATAFOREST
8 OTAKOYI
9 Netguru
10 Quytech
11 Simform
12 DianApps
13 Incrementors
14 ZONE3000
15 tkxel

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

    25% AI Development
    35% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  2. Suffescom Solutions Inc Logotype

    Suffescom Solutions Inc

    $25,000+
    $25 - $49 / hr
    250 - 999
    New York, NY

    Ability to deliver

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

    Service focus

    45% AI Development
    20% AI Recommendation Systems
    55% Other
    View Profile Visit Website
  3. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    37.2/40.0
    18.8/20 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
  4. 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
  5. 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
  6. Old.St Labs Logotype

    Old.St Labs

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

    Ability to deliver

    38.2/40.0
    19/20 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
  7. DATAFOREST Logotype

    DATAFOREST

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

    Ability to deliver

    36.3/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    45% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    45% Other
    View Profile Visit Website
  8. OTAKOYI Logotype

    OTAKOYI

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

    Ability to deliver

    39.6/40.0
    20/20 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
  9. 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
  10. 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
    15% AI Recommendation Systems
    10% Generative AI
    50% Other
    View Profile Visit Website
  11. Simform Logotype

    Simform

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

    Ability to deliver

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

    Service focus

    20% AI Development
    15% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  12. DianApps Logotype

    DianApps

    $5,000+
    $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

    60% AI Development
    20% AI Recommendation Systems
    40% Other
    View Profile Visit Website
  13. 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
  14. 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
  15. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.3/40.0
    19.6/20 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
  16. 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

    70% AI Development
    15% AI Recommendation Systems
    30% Other
    View Profile Visit Website
  18. 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
  19. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    Ability to deliver

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

    Service focus

    20% AI Development
    20% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website
  21. Excellent Webworld Logotype

    Excellent Webworld

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

    Ability to deliver

    37/40.0
    17.2/20 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
  22. DigitalSuits - Shopify Plus Partner Logotype

    DigitalSuits - Shopify Plus Partner

    $5,000+
    $25 - $49 / 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
  23. EB Pearls Logotype

    EB Pearls

    $5,000+
    $25 - $49 / hr
    250 - 999
    Surry Hills, Australia

    Ability to deliver

    38.4/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    25% AI Development
    20% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  24. 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
  25. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

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

    Ability to deliver

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

    Service focus

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

    Chromedia, Inc.

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

    Ability to deliver

    35.1/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

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

    Emerline

    $25,000+
    $50 - $99 / hr
    250 - 999
    Miami, FL

    Ability to deliver

    37/40.0
    17.6/20 Reviews
    9.7/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    20% AI Recommendation Systems
    5% AI Consulting
    5% Generative AI
    70% Other
    View Profile Visit Website
  28. AgileEngine Logotype

    AgileEngine

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

    Ability to deliver

    39/40.0
    19.2/20 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
  29. GeekyAnts Logotype

    GeekyAnts

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

    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
  30. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    Malmö, Sweden

    Ability to deliver

    36.3/40.0
    16.4/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    31% AI Development
    15% AI Recommendation Systems
    69% Other
    View Profile Visit Website

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