Leave a Review For Providers 0 0
  • Get a Quote
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: October 20, 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 A Quote

4,377 Companies

List of the Top Recommendation System Services

  • 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

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

    Get My Matches
  • 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
  • Walker Creative Logotype

    Walker Creative

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    25% Graphic Design
    25% Web Design
    20% Branding +3
    15% Advertising
    10% Generative AI
    5% Business Consulting

    Focus Areas

    10% AI Recommendation Systems
    65% Chatbots & Conversational AI
    15% Computer Vision +1
    10% Voice and Speech Recognition

    Walker Creative, a graphic design company, was founded in 2018. The team offers Graphic Design and Web Design.

    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 - Out of Business was a business consulting firm offering strategic business planning, marketing, and project management services. Reviews highlighted a 100% satisfaction rate, emphasizing their professional communication, timely delivery, and effective strategies. Clients were impressed with their ability to increase business visibility and streamline operations, with no reported areas needing improvement.

    See all 3 projects

    Reviews mention Efficient

    Client feedback highlights AdvantEdge Anthology Partners' efficiency, particularly through their consultant Lina, who is described as 'very efficient and organized.' Clients appreciate her capability in managing tasks, providing structured project timelines, and maintaining clear communication. One client noted Lina's adeptness in handling sensitive situations with patients while emphasizing her knowledge of medical insurance. Overall, the sentiment reflects strong satisfaction with the company's efficient service delivery and project management.
    • EMR Implementation & Insurance Billing for Gynecologist
      5.0 Apr 14, 2021

      Lina is really good to work with. There have been difficult situations and patients with tempers but Lina has been calm throughout. She’s very efficient and knowledgeable. When there’s a specific project, she’ll give us a calendar and a structure. Lina is very efficient and organized. Her knowledge surrounding medical insurance and legalities stands out, too.

      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
  • Aurra Brands Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    Freelancer
    St. Petersburg, FL

    Services provided

    50% Logo
    25% Web Design
    15% Graphic Design +1
    10% AI Consulting

    Focus Areas

    10% AI Recommendation Systems
    80% Chatbots & Conversational AI
    10% Computer Vision

    Established in 2025, Aurra Brands, a small Logo company, is in St. Petersburg, Florida. Their team focuses on Logo and Web Design.

    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 Unique expertise

    Clients have expressed a strong sentiment regarding NerdHeadz's unique expertise, particularly in their proficiency with Bubble development. One client noted their 'deep expertise' and ability to 'quickly bring complex product ideas to life.' The team is praised for their technical skills and professionalism, with specific mention of team members Alessia and Mariam for their responsiveness and commitment to quality. Overall, the feedback indicates a high level of satisfaction with NerdHeadz's specialized capabilities in app development.
    • Custom Software Development for SaaS Tool Provider
      5.0 Nov 1, 2023

      They specialize in Bubble, which is ideal, and take the time to understand our aims.

      Read Full Review
    • Mobile App Development & UI/UX Design for Pet Care App
      5.0 Sep 29, 2025

      What impressed me most about NerdHeadz is their deep expertise with Bubble and their ability to quickly bring complex product ideas to life. They combine technical skill with professionalism, and their team — especially Alessia and Mariam — have been excellent at staying responsive and committed to delivering high-quality work. Their focus on quality and reliability makes them stand out as a partner.

      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
  • Zippix Limited Logotype

    Zippix Limited

    Not yet reviewed

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

    Services provided

    30% AI Development
    40% Custom Software Development
    30% UX/UI Design

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    20% Machine Learning +4
    15% Natural Language Processing
    10% Computer Vision
    10% Voice and Speech Recognition
    5% Robotics

    Zippix Limited is a custom software development company. The company is based in Mildenhall, England. Their services include Custom Software Development and UX/UI Design.

    Read more
    View Profile
  • PWR Marketing Digital LLC Logotype

    Not yet reviewed

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

    Services provided

    20% Pay Per Click
    20% Search Engine Optimization
    10% AI Consulting +5
    10% Advertising
    10% Demand Generation Marketing
    10% Ecommerce Marketing
    10% Generative AI
    10% Performance Marketing

    Focus Areas

    20% AI Recommendation Systems
    60% Chatbots & Conversational AI
    20% Natural Language Processing

    PWR Marketing Digital LLC is a pay per click agency. The team is located in Pompano Beach, Florida, and their services include Pay Per Click and Search Engine Optimization.

    Read more
    View Profile
  • RiverPoint Logotype

    RiverPoint

    Not yet reviewed

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

    Services provided

    30% E-Commerce Development
    25% Web Development
    20% AI Consulting +2
    20% Mobile App Development
    5% API Development

    Focus Areas

    15% AI Recommendation Systems
    40% Chatbots & Conversational AI
    25% Machine Learning +1
    20% Voice and Speech Recognition

    RiverPoint is a small e-commerce development firm based in Ahmedabad, India. The team specializes in E-Commerce Development and Web Development.

    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 and their real-time quotes in minutes.

Get My Quotes
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 AgileEngine
3 Valletta.Software: AI-Care
4 Zallpy Digital
5 Old.St Labs
6 Cody Solutions
7 eSparkBiz
8 ZONE3000
9 DBB Software
10 DATAFOREST
11 Appinventiv
12 DianApps
13 DigitalSuits
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. 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

    25% AI Development
    15% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  3. 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
  4. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.3/40.0
    17.8/20 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
  5. Old.St Labs Logotype

    Old.St Labs

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

    Ability to deliver

    37.9/40.0
    18.8/20 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
  6. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    36.3/40.0
    18/20 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
  7. eSparkBiz Logotype

    eSparkBiz

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

    Ability to deliver

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

    Service focus

    30% AI Development
    15% AI Recommendation Systems
    10% Generative AI
    60% Other
    View Profile Visit Website
  8. ZONE3000 Logotype

    ZONE3000

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

    Ability to deliver

    36/40.0
    18.8/20 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
  9. DBB Software Logotype

    DBB Software

    $25,000+
    $25 - $49 / hr
    50 - 249
    Kraków, Poland

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    40% AI Development
    30% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  10. DATAFOREST Logotype

    DATAFOREST

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

    Ability to deliver

    36.9/40.0
    17.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    20% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    10% Generative AI
    60% Other
    View Profile Visit Website
  11. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    Noida, India

    Ability to deliver

    35.5/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    8.8/10 Market Presence

    Service focus

    40% AI Development
    35% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  12. DianApps Logotype

    DianApps

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

    Ability to deliver

    39.3/40.0
    19.8/20 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
  13. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

    38.9/40.0
    19.2/20 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
  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. 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
  17. Designli Logotype

    Designli

    $10,000+
    $50 - $99 / hr
    50 - 249
    Greenville, SC

    Ability to deliver

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

    Service focus

    10% AI Development
    65% AI Recommendation Systems
    90% Other
    View Profile Visit Website
  18. Vention Logotype

    Vention

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

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

    Service focus

    20% AI Development
    10% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  19. OTAKOYI Logotype

    OTAKOYI

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

    Ability to deliver

    34.2/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    4.8/10 Market Presence

    Service focus

    25% AI Development
    50% AI Recommendation Systems
    10% AI Consulting
    25% Generative AI
    40% Other
    View Profile Visit Website
  20. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

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

    Ability to deliver

    39.4/40.0
    19.8/20 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
  21. 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
  22. 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
  23. 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
  24. Clockwise Software Logotype

    Clockwise Software

    $50,000+
    $50 - $99 / hr
    50 - 249
    Edinburgh, Scotland

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    20% AI Development
    50% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  25. Emergent Software Logotype

    Emergent Software

    $25,000+
    $150 - $199 / hr
    50 - 249
    Minneapolis, MN

    Ability to deliver

    37/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  26. GeekyAnts Logotype

    GeekyAnts

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

    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
  27. Valere Logotype

    Valere

    $50,000+
    $50 - $99 / hr
    50 - 249
    Boston, MA

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    35% AI Development
    10% AI Recommendation Systems
    15% AI Consulting
    50% Other
    View Profile Visit Website
  28. Emerline Logotype

    Emerline

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

    Ability to deliver

    36.8/40.0
    17.4/20 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
  29. Wavect GmbH Logotype

    Wavect GmbH

    $5,000+
    $100 - $149 / hr
    10 - 49
    Ampass, Austria

    Ability to deliver

    37.9/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.2/10 Market Presence

    Service focus

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

    Virtusa

    $50,000+
    < $25 / hr
    10,000+
    Southborough, MA

    Ability to deliver

    33.5/40.0
    16/20 Reviews
    10/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

    15% AI Development
    20% AI Recommendation Systems
    15% AI Consulting
    5% Generative AI
    65% Other
    View Profile Visit Website

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