Rankings Updated : January, 2026

Top Recommendation Engine Companies

Rankings Updated : January, 2026

4.9 (Average Rating)
How do we feature companies?

By building a recommendation engine, as GVR suggests, you’re joining a market rising at a 36.3% CAGR. Top recommendation engine companies can boost your chances of surviving and thriving in this massive market.

List of the Top Recommendation Engine Companies

739 Companies

Futurism AI : Intelligent Solutions for Business

TOP RATED
AI Innovation for a Smarter Future.
5.0 (1 reviews)
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About

Futurism AI offers innovative artificial intelligence solutions that transform businesses across industries. We specialize in AI-driven automation, data analytics, natural language processing, and predictive modeling to help organizations improv... [View Futurism AI : Intelligent Solutions for Business profile ]

Service Line
20% Artificial Intelligence 10% Custom Software Development 10% IoT Development 10% AR/VR Development 10% Blockchain 10% Robotics Process Automation 10% Cybersecurity 10% IT Managed Services 5% BI & Big Data Consulting & SI 5% Ecommerce Marketing
  • 20% Artificial Intelligence
Industries
10% Automotive 10% ECommerce 10% Hospitality & Leisure 10% Information Technology 10% Retail 10% Construction & Engineering 10% Advertising & Marketing 5% Education 5% Government 5% Health Care, Wellness & Medical 5% Real Estate 5% Agriculture & Farming 5% Logistics & Supply Chain
  • 10% Automotive
701-800
Employee Size
$1,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Piscataway, New Jersey, United States
Company Location

Software Orca

“Apps That Engage. Software That Delivers
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About

Software Orca is a trusted mobile app development company delivering innovative, scalable, and user-friendly digital solutions. We specialize in building custom iOS, Android, and cross-platform applications that help businesses enhance customer ... [View Software Orca profile ]

Service Line
30% Artificial Intelligence 30% Custom Software Development 30% Mobile App Development 10% E-Commerce Development
  • 30% Artificial Intelligence
Industries
15% Education 15% Government 10% Health Care, Wellness & Medical 10% Logistics & Supply Chain 10% ECommerce 10% Transportation 10% Automotive 10% Manufacturing 5% Real Estate 5% Travel & Tourism
  • 15% Education
2-9
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Dallas, Texas, United States
Company Location

Crebos International

UX/UI | AI Agents & Web/APP development
4.9 (12 reviews)
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Key Clients:
  • Disney
  • Rothschild Corp
  • Frank Muller Geneve
  • HenriPay
  • Philips
About

We’re Crebos International, a strategy-led custom software and design partner. We help ambitious companies design, build, and scale digital products that don’t just work, they win. From early-stage MVPs to enterprise-scale platform... [View Crebos International profile ]

Service Line
15% Artificial Intelligence 20% Custom Software Development 15% Mobile App Development 15% IT Strategy Consulting 10% UX/UI Design 5% Web Design 5% Web Development 5% Enterprise App Modernization 5% BI & Big Data Consulting & SI 5% IT Staff Augmentation
  • 15% Artificial Intelligence
Industries
20% Health Care, Wellness & Medical 20% Information Technology 15% Logistics & Supply Chain 15% Manufacturing 15% ECommerce 15% Gaming
  • 20% Health Care, Wellness & Medical
10-50
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
12 Portfolios
Company Portfolios
Rotterdam, South Holland, Netherlands
Company Location

TCS

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Key Clients:
  • Adobe
  • Cisco
  • Dell
About

Tata Consultancy Service is a company that provides consulting and business solutions to help organizations on their transformation journeys. It is India’s largest multinational business group with a team of the best-trained consultants from d... [View TCS profile ]

Service Line
5% Artificial Intelligence 10% Digital Strategy 10% Custom Software Development 5% UX/UI Design 5% Cloud Consulting & SI 5% Digital Marketing 5% IT Strategy Consulting 5% Application Testing 5% IoT Development 5% E-Commerce Development 5% Mobile App Development 5% Graphic Design 5% Web Design 5% Ecommerce Marketing 5% Search Engine Optimization 5% Marketing Strategy 5% Mobile & App Marketing 5% Enterprise App Modernization
  • 5% Artificial Intelligence
Industries
60% ECommerce 10% Automotive 10% Education 10% Information Technology 10% Manufacturing
  • 60% ECommerce
5000+
Employee Size
$25,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Mumbai, Maharashtra, India
Company Location

CIS

TOP RATED
We Make IT Possible
5.0 (3 reviews)
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About

Cyber Infrastructure (CIS) is a US-headquartered software development company with 1000+ IT Ninjas, 12+ years of experience, $10 billion+ client revenue, and a history of delivering 5,000+ high-quality projects. The company specializes in design... [View CIS profile ]

Service Line
5% Artificial Intelligence 30% Web Design 20% Mobile App Development 20% AR/VR Development 15% Custom Software Development 10% Mobile & App Marketing
  • 5% Artificial Intelligence
Industries
30% Real Estate 15% Hospitality & Leisure 10% ECommerce 10% Energy & Natural Resources 10% Transportation 10% Gaming 10% Environmental Services 5% Media
  • 30% Real Estate
5000+
Employee Size
$5,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
San Jose, California, United States
Company Location

Your Perfect Project Partner Is
Just A Few Steps Away!

01/04

Choose Your Services & Set Your Budget

Select Services*
  • Custom Software Development
  • Web Development
  • Mobile App Development
  • AR/VR Development
  • IoT Development
  • Blockchain
  • Seo
  • Digital Marketing
  • Branding
  • Advertising
  • Social Media Marketing
  • Mobile App Design
  • UI/UX Design
  • Web Design
  • AI Development Companies
Your Budget*
  • Less than $5000
  • $5,000 - $10,000
  • $25,000 - $50,000
  • $50,000 - $100,000
  • $100,000 - $250,000
  • $250,000 - $500.000
  • $500,000 - $1,000,000
  • $1,000,000 - $5,000,000
  • $5,000,000+

10Clouds

TOP RATED
The next market success could be yours.
5.0 (5 reviews)
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About

10Clouds is an agile software house producing top quality applications. Since 2009, we have delivered a variety of projects for companies of all sizes - from one-person startups to enterprises like Pinterest, Asmodee, universities, and non-profi... [View 10Clouds profile ]

Service Line
25% Artificial Intelligence 50% Custom Software Development 15% Mobile App Development 10% Web Development
  • 25% Artificial Intelligence
Industries
40% Financial Services 20% Information Technology 10% ECommerce 10% Consumer Products & Services 10% Education 10% Health Care, Wellness & Medical
  • 40% Financial Services
201-300
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Warszawa, Mazovia, Poland
Company Location

Geeks of Kolachi

Improving Lives Through Technology
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About

Geeks of Kolachi is a premier software development and IT staff augmentation company - delivering robust solutions encompassing web and mobile apps, blockchain, AI, and comprehensive digital marketing services. Utilizing cutting-edge frameworks ... [View Geeks of Kolachi profile ]

Service Line
20% Artificial Intelligence 25% Custom Software Development 15% Blockchain 10% Content Marketing 10% Search Engine Optimization 10% Digital Strategy 10% Digital Marketing
  • 20% Artificial Intelligence
Industries
50% Information Technology 50% ECommerce
  • 50% Information Technology
601-700
Employee Size
$5,000+
Min. Project Size
$200 - $300 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Rochester, New York, United States
Company Location

Sigma Solve Inc

Custom Software Development Solutions Provider
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Key Clients:
  • Costa Coffee
  • US Logistics
  • Suddath
  • Pisces Healthcare
About

Sigma Solve Inc stands at the forefront of AI and digital transformation companies, swiftly advancing in the competitive landscape of America. With a strong presence in the USA, Australia, and India, we embrace the mission of reinventing busines... [View Sigma Solve Inc profile ]

Service Line
20% Artificial Intelligence 15% Custom Software Development 15% Mobile App Development 15% E-Commerce Development 15% Robotics Process Automation 10% Enterprise App Modernization 5% BI & Big Data Consulting & SI 5% IT Staff Augmentation
  • 20% Artificial Intelligence
Industries
25% ECommerce 20% Transportation 15% Information Technology 10% Health Care, Wellness & Medical 10% Financial Services 10% Retail 5% Education 5% Dental
  • 25% ECommerce
51-100
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
2 Portfolios
Company Portfolios
Sunrise, Florida, United States
Company Location

Persistent Systems

Empowering Innovation, Driving Digital Transformation
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Key Clients:
  • Operative Media
  • 8x8
  • GB Bank
  • Gojoko
About

Persistent Systems is a global technology company providing software development and technology services across various industry verticals. The company’s expertise lies in leveraging emerging technologies such as cloud computing, data analytic... [View Persistent Systems profile ]

Service Line
10% Artificial Intelligence 10% Custom Software Development 10% Mobile App Development 10% Application Management & Support 10% Cloud Consulting & SI 10% Web Development 10% BI & Big Data Consulting & SI 10% Cybersecurity 5% AR/VR Development 5% IoT Development 5% Blockchain 5% IT Managed Services
  • 10% Artificial Intelligence
Industries
40% Information Technology 30% Health Care, Wellness & Medical 10% Advertising & Marketing 10% Manufacturing 10% Media
  • 40% Information Technology
901-1000
Employee Size
$5,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Seattle, Washington, United States
Company Location

BairesDev

TOP RATED
Software Outsourcing & Dev | 500 Active Clients
5.0 (3 reviews)
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About

Looking for a few extra hands? Or perhaps outsourcing your software development from concept to code?... [View BairesDev profile ]

Service Line
15% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 15% Application Testing 10% Web Development 10% UX/UI Design
  • 15% Artificial Intelligence
Industries
35% Advertising & Marketing 30% Financial Services 20% Health Care, Wellness & Medical 15% Consumer Products & Services
  • 35% Advertising & Marketing
1001-2000
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
San Francisco, California, United States
Company Location

Techmango Technology Services

Leading Software Company
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About

Techmango Technology Services is a full-scale software development services company founded in 2014 with a strong focus on emerging technologies. It holds a primary objective of delivering strategic solutions towards the goal of its business par... [View Techmango Technology Services profile ]

Service Line
25% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 25% IoT Development
  • 25% Artificial Intelligence
Industries
75% Information Technology 25% Manufacturing
  • 75% Information Technology
101-200
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Madurai, Tamil Nadu, India
Company Location

Maruti Techlabs

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About

Maruti Techlabs is an agile-powered digital product development company and your guide on the digital transformation journey, with over 12+ years of experience in the international software development market.... [View Maruti Techlabs profile ]

Service Line
25% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 15% Web Development 10% Enterprise App Modernization
  • 25% Artificial Intelligence
Industries
35% Legal 20% Automotive 15% Health Care, Wellness & Medical 10% Information Technology 10% Manufacturing 10% Financial Services
  • 35% Legal
101-200
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Ahmedabad, Gujarat, India
Company Location

Comfygen Private Limited

TOP RATED
Transforming Ideas into Innovative Mobile Solutions
5.0 (1 reviews)
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About

Comfygen Private Limited, based in India and established in 2019, is a top mobile app development company known for pioneering technological innovation. We utilize advanced technologies such as IoT, AI, ML, AR, VR, Metaverse, and Blockchain to d... [View Comfygen Private Limited profile ]

Service Line
5% Artificial Intelligence 20% Mobile App Development 20% Blockchain 10% E-Commerce Development 10% Web Design 5% Custom Software Development 5% Wearable App Development 5% IoT Development 5% Enterprise App Modernization 5% AR/VR Development 5% CRM Consulting And SI 5% UX/UI Design 5% Graphic Design
  • 5% Artificial Intelligence
Industries
15% ECommerce 10% Health Care, Wellness & Medical 10% Information Technology 10% Restaurant 5% Education 5% Financial Services 5% GPS, Navigation & GIS 5% Hospitality & Leisure 5% Real Estate 5% Entertainment 5% On-demand 5% Logistics & Supply Chain 5% Food & Beverage 5% Retail 5% Gaming
  • 15% ECommerce
101-200
Employee Size
$1,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
6 Portfolios
Company Portfolios
Jaipur, Rajasthan, India
Company Location

Plavno

Teams of senior developers in your specific industry
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About

Plavno is a premier software development company that helps?businesses capture the opportunity of AI technology. Fully-fledged teams of specialists cover each stage of product creation, from product management and analysis to d... [View Plavno profile ]

Service Line
25% Artificial Intelligence 20% Mobile App Development 20% E-Commerce Development 15% Web Development 10% Custom Software Development 10% IT Staff Augmentation
  • 25% Artificial Intelligence
Industries
30% Financial Services 30% ECommerce 25% Education 10% Health Care, Wellness & Medical 5% Hospitality & Leisure
  • 30% Financial Services
101-200
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Warsaw, Mazovia, Poland
Company Location

SRM Technologies

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About

SRM Technologies is a global technology service provider helping enterprises to pilot their growth with impactful transformations & innovations. We provide strategic & comprehensive solutions in areas like software development, cloud computing, ... [View SRM Technologies profile ]

Service Line
20% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 10% Application Testing 10% Enterprise App Modernization 5% Blockchain 5% Application Management & Support
  • 20% Artificial Intelligence
Industries
25% Automotive 20% Information Technology 55% Education
  • 25% Automotive
501-600
Employee Size
$1,00,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Chennai, Tamil Nadu, India
Company Location

Binmile

TOP RATED
Enterprise Software Development Solutions
5.0 (5 reviews)
Visit Website
Key Clients:
  • Adani
  • Indigo
  • Nanovest
About

Binmile is a software engineering company that helps businesses across the globe expand their digital success and develop successful software solutions. A Global leader in next-generation digital services and consulting, Binmile has been recogni... [View Binmile profile ]

Service Line
10% Artificial Intelligence 25% Mobile App Development 25% Custom Software Development 10% Application Testing 10% Web Development 10% E-Commerce Development 10% IT Strategy Consulting
  • 10% Artificial Intelligence
Industries
35% Financial Services 15% ECommerce 10% Education 5% Manufacturing 5% Energy & Natural Resources 5% Hospitality & Leisure 5% Retail 5% Real Estate 5% Health Care, Wellness & Medical 5% Consumer Products & Services 5% Automotive
  • 35% Financial Services
Freelancer
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
6 Portfolios
Company Portfolios
Philadelphia, Pennsylvania, United States
Company Location

IBM

When we know, you'll know!
Visit Website
About

The mission of IBM is to be a catalyst that makes the world work better. We aim to have a positive impact globally, and in the communities where we operate, through business ethics, environmental commitment and responsible technology.For over a ... [View IBM profile ]

Service Line
10% Artificial Intelligence 10% Mobile App Development 10% Custom Software Development 10% Web Development 10% IoT Development 10% Cybersecurity 5% E-Commerce Development 5% Blockchain 5% ECM Consulting And SI 5% IT Managed Services 5% BI & Big Data Consulting & SI 5% CRM Consulting And SI 5% Unified Communications Consulting & SI 5% Web Design
  • 10% Artificial Intelligence
Industries
15% Information Technology 15% Health Care, Wellness & Medical 10% Financial Services 10% ECommerce 10% Advertising & Marketing 5% Automotive 5% Retail 5% Travel & Tourism 5% Transportation 5% Telecommunications 5% Manufacturing 5% Energy & Natural Resources 5% Consumer Products & Services
  • 15% Information Technology
5000+
Employee Size
$1,00,000+
Min. Project Size
$200 - $300 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Armonk, New York, United States
Company Location

TechMagic

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About

At TechMagic, we have been delivering impactful solutions since 2014. Over the years, we have evolved but our aim remains intact - providing robust solutions to businesses that help them scale. We’ve had the privilege of working with companies... [View TechMagic profile ]

Service Line
20% Artificial Intelligence 40% Custom Software Development 15% Mobile App Development 10% Cloud Consulting & SI 10% Cybersecurity 5% Application Testing
  • 20% Artificial Intelligence
Industries
40% Health Care, Wellness & Medical 10% Consumer Products & Services 10% Financial Services 10% Hospitality & Leisure 10% Information Technology 10% Telecommunications 10% Media
  • 40% Health Care, Wellness & Medical
501-600
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Lviv, Lvivska oblast, Ukraine
Company Location

SPD Technology

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About

Since 2006, SPD Technology has made its mark in multiple industries. Focused and outcome-driven, we are ready to push our limits to ensure scalability and customer satisfaction through our suite of services. Our collaborative and progressive app... [View SPD Technology profile ]

Service Line
20% Artificial Intelligence 30% Mobile App Development 30% Custom Software Development 20% E-Commerce Development
  • 20% Artificial Intelligence
Industries
60% Financial Services 10% Consumer Products & Services 10% Hospitality & Leisure 10% Information Technology 10% Legal
  • 60% Financial Services
501-600
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
London, England, United Kingdom
Company Location

axiusSoftware

Envision An Empowered Future
Visit Website
Key Clients:
  • Carrefour
  • Volkswagen
  • Wipro
  • Ebaotech
  • Beyondsoft
About

Incorporated in 2013, axiusSoftware is an Award Winning, ISO 9001 & 27001 certified Software Development & Digital Consulting company, with offices in India, USA, Singapore & China. We provide IT & Outsourcing, Digital Transformation Services, B... [View axiusSoftware profile ]

Service Line
5% Artificial Intelligence 35% Mobile App Development 20% Web Development 15% Custom Software Development 10% AR/VR Development 10% IoT Development 5% E-Commerce Development
  • 5% Artificial Intelligence
Industries
20% Education 20% Food & Beverage 15% Health Care, Wellness & Medical 15% Real Estate 10% ECommerce 10% Information Technology 10% Retail
  • 20% Education
51-100
Employee Size
$5,000+
Min. Project Size
< $25 / hr
Rate Per Hour
10 Portfolios
Company Portfolios
Kolkata, West Bengal, India
Company Location

Wolfpack Digital

Powerful Web & Mobile Apps Start-to-End
Visit Website
Key Clients:
  • Everon
  • Transreport
  • Walgreens Boots Alliance No7
About

Proud 2024 Webby Award winner in the Responsible AI category and winner of the European Technology Awards for App Development.With over 150 projects delivered across diverse industries, we believe in high-quality integrated systems that delight ... [View Wolfpack Digital profile ]

Service Line
5% Artificial Intelligence 30% Mobile App Development 30% Custom Software Development 30% Web Development 5% IoT Development
  • 5% Artificial Intelligence
Industries
30% Financial Services 25% Automotive 25% Health Care, Wellness & Medical 10% Education 10% Transportation
  • 30% Financial Services
51-100
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
17 Portfolios
Company Portfolios
Cluj-Napoca, Romania
Company Location

Reactive Space

Your Digital Transformational Partner
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About

At Reactive Space, we are proud to be at the forefront of the industry, providing profound blockchain development services tailored to meet the unique requirements of your business. Our team of expert blockchain developers is skilled in creating... [View Reactive Space profile ]

Service Line
25% Artificial Intelligence 25% Mobile App Development 20% Web Development 15% AR/VR Development 15% Application Testing
  • 25% Artificial Intelligence
Industries
55% Advertising & Marketing 25% Information Technology 20% ECommerce
  • 55% Advertising & Marketing
51-100
Employee Size
$75,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Dubai, United Arab Emirates
Company Location

Algoscale

We love data
Visit Website
About

Algoscale is a Data Analytics & AI consulting firm that provides world-class solutions and product engineering services to start-ups and Fortune 100 companies, with a focus on ISVs, media publications, and retail service providers. Our Solut... [View Algoscale profile ]

Service Line
25% Artificial Intelligence 30% Custom Software Development 25% BI & Big Data Consulting & SI 15% E-Commerce Development 5% IT Staff Augmentation
  • 25% Artificial Intelligence
Industries
25% Consumer Products & Services 20% Health Care, Wellness & Medical 15% ECommerce 15% Information Technology 15% Real Estate 5% Advertising & Marketing 5% Manufacturing
  • 25% Consumer Products & Services
51-100
Employee Size
$10,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
1 Portfolios
Company Portfolios
Noida, Uttar Pradesh, India
Company Location

softnotions technologies

IT Innovation for Business Transformation
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About

Softnotions Technologies Pvt Ltd stands as a premier software & app development company in India, boasting a stellar 15-year track record of excellence. Specializing in cutting-edge solutions, we cater to clients across the Middle East,... [View softnotions technologies profile ]

Service Line
25% Artificial Intelligence 25% Custom Software Development 25% Mobile App Development 15% IT Strategy Consulting 10% IT Staff Augmentation 10% Enterprise App Modernization 5% Application Management & Support 5% UX/UI Design
  • 25% Artificial Intelligence
Industries
15% Hospitality & Leisure 10% Consumer Products & Services 10% ECommerce 10% Health Care, Wellness & Medical 10% Manufacturing 10% Retail 10% Travel & Tourism 10% Education 5% Automotive 5% Dental 5% Information Technology
  • 15% Hospitality & Leisure
51-100
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
5 Portfolios
Company Portfolios
Thiruvananthapuram, Kerala, India
Company Location

Arna Softech

TOP RATED
Arna Softech Pvt Ltd
5.0 (5 reviews)
Visit Website
About

Arna Softech is a leading software development company specializing in Product Engineering, Cloud Architecture, Data Engineering, QA Automation, AI Consulting Services, and Custom Software Development. With a UX-first approach and a focus on bus... [View Arna Softech profile ]

Service Line
25% Artificial Intelligence 30% Custom Software Development 30% Product Design 15% UX/UI Design
  • 25% Artificial Intelligence
Industries
25% Health Care, Wellness & Medical 25% Information Technology 25% Government 25% Transportation
  • 25% Health Care, Wellness & Medical
51-100
Employee Size
$10,000+
Min. Project Size
< $25 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Indore, Madhya Pradesh, India
Company Location

Mobiloitte

A Blockchain and Metaverse Company
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About

Mobiloitte is Premier Blockchain & Metaverse Software Development Company with a special focus on Security, Scale, and Performance. MOBILOITTE Group is headquartered in New Delhi, India and has offices in Pune, India, Boston, London, and Singapo... [View Mobiloitte profile ]

Service Line
15% Artificial Intelligence 15% Blockchain 15% Mobile App Development 10% Web Development 10% AR/VR Development 10% Branding 5% IoT Development 5% Social Media Marketing 5% Mobile & App Marketing 5% Search Engine Optimization 5% Blockchain Marketing
  • 15% Artificial Intelligence
Industries
10% Education 5% Health Care, Wellness & Medical 5% Government 5% Retail 5% Telecommunications 5% Transportation 5% Media 5% Real Estate 5% Manufacturing 5% Information Technology 5% Hospitality & Leisure 5% Energy & Natural Resources 5% Arts 5% Automotive 5% Environmental Services 5% Advertising & Marketing 5% Financial Services 5% ECommerce 5% Consumer Products & Services
  • 10% Education
901-1000
Employee Size
$5,000+
Min. Project Size
$100 - $149 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Delhi, India
Company Location

EzappSolution

Visit Website
Key Clients:
  • Apollo tyres
  • Astrea Bioseperations
  • Gold SOUK
About

EzappSolution takes pride in serving numerous happy customers across various industries, all over the world for over a decade with superior quality technologies and ideas. We are a step ahead when it comes to innovative Web and Mobile Applicati... [View EzappSolution profile ]

Service Line
10% Artificial Intelligence 70% Mobile App Development 10% Custom Software Development 5% Web Development 5% Enterprise App Modernization
  • 10% Artificial Intelligence
Industries
15% Dental 15% ECommerce 70% Information Technology
  • 15% Dental
101-200
Employee Size
$25,000+
Min. Project Size
< $25 / hr
Rate Per Hour
2 Portfolios
Company Portfolios
New York, United States
Company Location

Spiral Mantra Pvt Ltd.

Empowering Businesses with Digital Transformation
Visit Website
Key Clients:
  • SteadFast Consultancy
  • CloudsR Technology
  • AwsQuality
  • HeroHousing Finance
  • Maxinfocom
About

We have highly skilled engineers with in-depth technical knowledge and experience with latest software standards, tools, platforms, frameworks and technologies. We invest and focus on continuous learning & development, to be able to work on ... [View Spiral Mantra Pvt Ltd. profile ]

Service Line
10% Artificial Intelligence 25% Mobile App Development 15% BI & Big Data Consulting & SI 10% E-Commerce Development 10% Application Testing 10% Web Development 10% Cloud Consulting & SI 5% IT Managed Services 5% IT Staff Augmentation
  • 10% Artificial Intelligence
Industries
20% Information Technology 20% Financial Services 20% Manufacturing 15% Health Care, Wellness & Medical 10% Hospitality & Leisure 10% Real Estate 5% Non-Profit
  • 20% Information Technology
101-200
Employee Size
$5,000+
Min. Project Size
$25 - $49 / hr
Rate Per Hour
5 Portfolios
Company Portfolios
Noida, Uttar Pradesh, India
Company Location

Cubix

Building Custom Software and Mobile App Solutions Since 2008
Visit Website
Key Clients:
  • POLITICO
  • Big Fish Games
  • Walmart
  • Tissot
  • Sapient
About

Cubix is a leading software development company – we craft custom software solutions that power business transformation. We are a preferred partner for Fortune 500 companies, SMEs, and enterprises. We help businesses innovate, transform, and s... [View Cubix profile ]

Service Line
20% Artificial Intelligence 20% Mobile App Development 20% Custom Software Development 20% Blockchain 10% AR/VR Development 10% IT Staff Augmentation
  • 20% Artificial Intelligence
Industries
30% Financial Services 20% Gaming 10% Automotive 10% Retail 10% Energy & Natural Resources 10% Real Estate 10% Health Care, Wellness & Medical
  • 30% Financial Services
401-500
Employee Size
$25,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
West Palm Beach, Florida, United States
Company Location

WinWire Technologies

Enabling Agentic?AI?led Transformation
Visit Website
About

WinWire is a multi-award-winning, global Microsoft partner specializing in digital transformation through Agentic AI and cloud-powered solutions. They deliver “Services as Software” — automating intelligent workflows, modernizing applicati... [View WinWire Technologies profile ]

Service Line
20% Artificial Intelligence 20% Custom Software Development 20% Enterprise App Modernization 20% Cloud Consulting & SI 20% UX/UI Design
  • 20% Artificial Intelligence
Industries
40% Health Care, Wellness & Medical 25% Retail 25% Information Technology 10% Manufacturing
  • 40% Health Care, Wellness & Medical
401-500
Employee Size
$10,000+
Min. Project Size
$50 - $99 / hr
Rate Per Hour
0 Portfolios
Company Portfolios
Santa Clara, California, United States
Company Location

BirlaSoft

BirlaSoft
Visit Website
Key Clients:
  • Citigroup
  • BMW
  • Coca-Cola
About

Founded in the year 1995, Birlasoft is an India-based company that has expanded its horizon to countries like the United States, the United Kingdom, Australia, Canada, Germany, etc. With a strong presence in the IT domain, the company offers ... [View BirlaSoft profile ]

Service Line
5% Artificial Intelligence 20% Web Design 15% Enterprise App Modernization 15% Digital Strategy 15% Mobile App Development 15% Custom Software Development 5% IoT Development 5% Mobile & App Marketing 5% Cloud Consulting & SI 5% Search Engine Optimization 5% Digital Marketing
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byVoice is a software development company specializing in building B2B solutions such as Cloud PBX, Cloud Unified Communications, Cloud Contact Centers, Conversation AI platforms, and AI-driven self-service solutions. Our services include: ... [View byVoice profile ]

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ACE Software n Web Solutions

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Experion Technologies originated in 2006 and since its inception, the company has grown into a network of 1500 employees with offices in 11+ locations. Experion Technologies, due to its amazing standards of IT services has achieved recognition f... [View Experion Technologies profile ]

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We are large enough to solve a complex problem, smart enough to care about every project. Edvantis’ goal is to help our clients achieve more via software engineering as a service. We are a mature vendor with HQ in Berlin, Germany, and our dev ... [View Edvantis profile ]

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Danip Technologies

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Danip Technologies is an IT Services & Consultancy company. It provides world-class software services, app development, CRM Software, ERP Software, IT solutions, web development, support and maintenance services in the USA, Canada, and EMEA... [View Danip Technologies profile ]

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Vention

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Vention is the premier global leader in software engineering, synonymous with technology designed for scale and the common denominator behind the world’s most successful tech-empowered enterprises, industry innovators, and startups. Headquarte... [View Vention profile ]

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AtliQ Technologies

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  AtliQ Technologies is a software development company where innovation meets excellence! We are a team of highly skilled and experienced developers, designers, project managers, and marketers dedicated to delivering exceptional software... [View AtliQ Technologies profile ]

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Kanerika Inc. is a global IT services and consulting company specializing in AI, analytics, data modernization, and intelligent automation. We help organizations of all sizes, from SMEs to Fortune 500 companies, overcome operational challenges, ... [View Kanerika Inc profile ]

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15% Logistics & Supply Chain 10% Financial Services 10% Health Care, Wellness & Medical 10% Information Technology 10% Manufacturing 10% Hospitality & Leisure 10% Retail 10% Telecommunications 10% Transportation 5% Automotive
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201-300
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Austin, Texas, United States
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STS Software

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Market Analysis and Company Rankings

The market for recommendation engine technology is in a state of rapid expansion. A formal market share analysis reveals a landscape populated by a few dominant cloud platform providers and a vibrant, growing ecosystem of specialized recommendation engine agencies. This growth is fueled by the universal need for personalization across all sectors.

Here’s a breakdown of the market dynamics:

1. Core Technologies: The effectiveness of any recommendation system development company hinges on its mastery of the core algorithms.

  • Collaborative Filtering: Think of this model as the “wisdom of the crowd.” It figures out what to recommend based on what people with similar tastes already liked. Nothing fancy—just pattern spotting, but it works remarkably well.
  • Content-Based Filtering: This one takes a different route. It studies the actual features of items and lines them up with what a user already enjoys. So, if someone’s been watching a bunch of sci-fi movies, chances are they’ll get another one in the same genre next.
  • Hybrid Recommendation: These days, most recommendation engine companies don’t stick to just one approach. They combine collaborative filtering and content-based filtering, layering in deep learning to make everything more adaptive. You’ll see this blend almost everywhere now—it’s what helps systems feel more personal and less robotic.

2. Deployment & Segmentation: Sure, on-premises deployment still has a place, mostly for companies obsessed with data sovereignty and tight control. But the cloud deployment model has clearly taken over. It’s flexible, quick to scale, and lighter on maintenance. Retail remains the biggest user segment, but media, finance, and healthcare aren’t far behind. Geographically, North America still leads, while the Asia Pacific region is catching up at a breakneck pace.

3. Competitive Landscape: A look at any recent startup company analysis shows a lot of smaller, faster players entering the market with their own proprietary AI models. When it comes to product benchmarking, accuracy alone doesn’t tell the full story anymore. Things like training speed, scalability, and handling sparse data (new users who barely have a history) now matter just as much. This is where AI-powered personalization really shines. A well-built recommendation engine doesn’t just predict better—it keeps users around longer and makes them want to engage more often.

Criteria for Selecting a Recommendation Engine Development Partner

Core Services of Top Recommendation Engine Companies

Cost Guide

Cost of Hiring the Top Recommendation Engine Development Firms

The cost associated with recommendation engine development services is not a fixed price. It’s a variable investment directly tied to the complexity of the problem, the volume of data, and the expertise of the team. A simple "users who bought this also bought" model is cheaper than a real-time, deep-learning-based "discover" feed.

Here is a typical cost structure breakdown when engaging recommendation engine firms:

Service Model Typical Cost Range (USD) Best For
Project-Based (Fixed Price) $50,000 - $300,000+ Clearly defined projects with a finite scope, like building a specific recommendation module for an existing app.
Dedicated Team (Retainer) $20,000 - $100,000+ per month Businesses need continuous model development, optimization, A/B testing, and maintenance.
Hourly Rate (Consulting) $75 - $250+ per hour Initial discovery phases, strategic consulting, data infrastructure audits, or troubleshooting existing models.

Key Factors Influencing the Final Cost

  • Project Complexity: A hybrid model using neural networks will cost significantly more than a basic collaborative filtering engine. The number of data sources, the need for real-time processing, and the sheer scale of the user base are primary drivers.
  • Geographic Location: A top recommendation engine company based in North America or Western Europe will have higher hourly rates than a technically equivalent firm in Eastern Europe or South Asia.
  • Data Infrastructure: If your data is unorganized ("unclean"), a significant portion of the budget will be allocated to data engineering (ETL pipelines, data lakes) before any machine learning can begin.
  • Integration Points: The cost will increase with the number of systems the engine must connect to, such as your CRM, e-commerce platform, user database, and front-end AI in apps.
  • Compliance Requirements: Building systems for sensitive industries carries a high cost overhead. For example, a recommendation engine for a health and wellness must be built with strict adherence to HIPAA (Health Insurance Portability and Accountability Act) to protect sensitive patient data, a complex and costly endeavor.
  • Maintenance and Training: A recommendation model is not "set it and forget it." It requires continuous monitoring, retraining, and A/B testing to prevent "model drift" and ensure it remains relevant. 

Frequently Asked Questions

faq-banner

What is a recommendation engine company?

A recommendation engine company is a specialized firm that builds the complex "brain" behind personalization. They are the data science and engineering partners that use recommendation engine systems and AI to analyze user data, like clicks and purchase history.

The main job of these firms is to design the actual thinking process behind a system — the logic that helps it guess what users might like next. This could be collaborative filtering, content-based filtering, or a mix of both.

In short, businesses hire recommendation engine development firms to turn raw user data into something valuable — a system that boosts sales, improves personalization, and keeps people coming back.

How to Interview and Identify the Best Recommendation Engine Development Firms?

When you’re interviewing potential partners, it helps to look beyond the sales pitch. Focus instead on three simple but revealing areas:

  • Technical Depth: Ask them how they balance collaborative filtering, content-based, and hybrid models in real projects. Don’t settle for jargon — have them describe how data actually flows through the pipeline and what choices they make when building it.
  • Business Sense: Give them a real problem to solve, something like, “We need to raise user retention by 5%.” Watch how they think it through. The right team won’t just talk about the model — they’ll connect their recommendation engine directly to measurable business results.
  • Process and Validation: Good developers test everything. Ask about their A/B testing setup, their model validation process, and how they measure whether an update genuinely improved outcomes. The strongest firms will have a repeatable system for checking their own work — and the confidence to adjust when something doesn’t perform as expected.

What is the cost of hiring the Best Recommendation Engine development firms in India?

Firms in India offer a significant cost advantage while maintaining high technical skill. You can typically find experienced agencies and dedicated teams in the range of $25 - $75 per hour. The final project cost will still depend on the complexity and scope defined in the cost section above.

How much do US-based top Recommendation Engine development companies charge?

US-based firms are typically at the higher end of the global market, reflecting higher operational costs. Rates for expert AI recommendation engine companies in the US generally range from $100 - $250 per hour.

Where should I look for leading Recommendation Engine developers in Europe?

Europe has several strong tech hubs. Eastern Europe (e.g., Poland, Ukraine) offers a competitive blend of high skill and moderate cost. Western Europe (e.g., UK, Germany, Netherlands) has many high-end Recommendation Engine firms with deep experience. Look at tech conference proceedings, professional networks, and targeted search engine research for firms in these regions.

Can I hire Recommendation Engine developers for maintenance services?

Yes, and you absolutely should. This is a common offering. Recommendation models suffer from "data drift," where they become less accurate as user behavior and item catalogs change. Continuous maintenance, retraining, and optimization are essential for long-term success.

Are there Recommendation Engine development firms specializing in healthcare?

Yes. These firms are highly specialized because they must build systems compliant with strict data privacy laws like HIPAA. They focus on secure data handling, anonymization, and creating recommendations (e.g., for patient wellness plans or content) that are both helpful and compliant.

Can I hire Recommendation Engine development companies for fintech solutions?

Absolutely. Fintech is a major sector for recommendation technology. These companies specialize in engines for product recommendations (e.g., credit cards, loan products), stock suggestions, or financial content. They must also have provable expertise in security and compliance standards like PCI DSS.

Are Recommendation Engine developers well-versed in AI-powered solutions?

They are, by definition, AI specialists. A modern recommendation engine is an AI-powered solution, typically leveraging machine learning, deep learning, and natural language processing (NLP). The best Recommendation Engine AI companies are at the forefront of applied artificial intelligence.

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