Top E-Commerce Developers
The right e-commerce development partner turns clicks into customers. Clutch simplifies your search by showcasing verified reviews, detailed portfolios, and transparent pricing for leading e-commerce development agencies. Every company in our directory passes a rigorous vetting process that includes in-depth client interviews and quantitative performance metrics. Use the filters to narrow results by budget, location, tech stack, or industry focus, and compare firms in key markets such as e-commerce development companies in the United States, e-commerce development firms in the United Kingdom, and e-commerce development providers in Canada.
Looking for BigCommerce services? Check out our directory of Top BigCommerce Developers worldwide.
To complement your e-commerce development efforts, you can also explore our global list of e-commerce marketing companies that help attract shoppers, optimize conversions, and grow long-term revenue.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr10 - 49Bloomington, MNServices provided
See all 23 projectsAugust Ash is a comprehensive web development and digital marketing agency known for its design, SEO, and website management services. The company receives predominantly positive feedback, with approximately 87% of reviewers highlighting their professionalism, timeliness, and communication skills. A recurring theme across reviews is their ability to align with company values and deliver high-quality results, making clients feel valued and heard throughout the project lifecycle.
$25,000+$100 - $149 / hr10 - 49Montréal, CanadaServices provided
See all 1 projectsBlue Badger is an E-Commerce Development company specializing in online store development and e-commerce website design. Reviews indicate a high level of satisfaction, with notable achievements in improving website speed, user experience, and conversion rates. 100% of reviewers emphasize their effective project management and partnership approach, contributing to significant revenue growth.
$5,000+$50 - $99 / hr10 - 49Services provided
See all 11 projectsSUPLEX is an E-Commerce Development company specializing in designing and developing online stores. Reviewers highlight their flexibility and collaborative nature, though they faced some project delays. Approximately 100% of feedback appreciated their dedication to quality outcomes, while suggestions included improving project timelines and increasing communication frequency.
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$1,000+$50 - $99 / hr2 - 9Rolleston, New Zealand
Services provided
Netspace is a graphic design company. They offer Graphic Design and Branding and are located in Rolleston, New Zealand.
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UndisclosedUndisclosed2 - 9
Services provided
Easy Tech Solution is a Ludhiana, India-based SEO agency. They focus on Search Engine Optimization and Web Development.
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 91 projectsTechgropse FZC LLC is a web and e-commerce development company praised for its excellent project management and professional approach. Across reviews, 100% of clients commend their ability to meet deadlines and deliver high-quality results. Notably, they have successfully increased website traffic for clients, such as achieving a 50% traffic rise for a retail company.
$5,000+$50 - $99 / hr10 - 49Toruń, PolandServices provided
See all 27 projectsChop-Chop is an E-Commerce Development firm renowned for crafting efficient and user-friendly online stores. With 100% positive feedback, clients praise their professional project management and ability to enhance website performance. Notably, 80% of reviews highlight their effective communication and swift issue resolution. Their expertise in E-Comm Dev and E-Commerce Website Design consistently impresses clients seeking tailored, high-quality online retail solutions.
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$1,000+$50 - $99 / hr2 - 9
Services provided
Based in , Cairo Studio is a small branding firm. The team provides Branding and Market Research.
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$5,000+$50 - $99 / hr2 - 9Homebush, Australia
Services provided
NatrajItsolutions is a web development company. The Homebush, Australia-based firm was established in 2024. Their services include Web Development and Custom Software Development.
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$5,000+$50 - $99 / hr2 - 9
Services provided
Codify Web Studio is a web design company. Established in 2025, the agency is located in Cestice, Slovakia. Their services include Web Design and Web Development.
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$1,000+$50 - $99 / hr2 - 9
Services provided
Launched in 2015, OBEYSOFT is a web design agency. Their services include Web Design and Search Engine Optimization.
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$1,000+$25 - $49 / hr2 - 9Rīga, Latvia
Services provided
Sandcat IT is a website development firm. The company is in Rīga, Latvia. Their services include Web Development and UX/UI Design.
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$1,000+< $25 / hr2 - 9Bhubaneswar, India
Services provided
Infoiyt is an IT strategy consulting company founded in 2017. Their team specializes in IT strategy consulting and E-Commerce Development.
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$1,000+$50 - $99 / hr2 - 9Harris Park, Australia
Services provided
Techosoft Pty Ltd is a web development company. Headquartered in Harris Park, Australia, the agency provides Web Development and Web Design.
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$75,000+$25 - $49 / hr50 - 249
Services provided
ISure Global Solutions is a web design agency. In New York, New York and Lahore, Pakistan, the firm offers Web Design and Web Development.
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$5,000+$25 - $49 / hr10 - 49
Services provided
EXE Corp is an IT managed services company in Ho Chi Minh City, Vietnam. The team focuses on IT managed services and IT staff augmentation.
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UndisclosedUndisclosed10 - 49Cebu City, Philippines
Services provided
Spice Factory Philippines is a Digital Strategy company. The Cebu City, Philippines-based firm was launched in 2023. Their team focuses on Digital Strategy and Web Design.
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$1,000+$25 - $49 / hrFreelancerGurugram, India
Services provided
DigiArise is a mobile app development company. They specialize in Mobile App Development and Search Engine Optimization and were launched in 2010.
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$1,000+$25 - $49 / hrFreelancerEarls Colne, England
Services provided
Headquartered in Earls Colne, England and England, JS Web Dev Ltd. Is a website development company. Their services include Web Development and E-Commerce Development.
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$1,000+$25 - $49 / hrFreelancerKarachi, Pakistan
Services provided
Small software development firm AFAICON, is in Karachi, Pakistan. Their services include Custom Software Development and Web Development.
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$1,000+$50 - $99 / hrFreelancerLehigh Acres, FL
Services provided
Based in Lehigh Acres, Florida, Maksuco.com is a web design company. They offer Web Design and UX/UI Design and were launched in 2008.
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$1,000+$25 - $49 / hrFreelancerToronto, Canada
Services provided
Neha Naqvi - Digital Media Business Developer is a Toronto, Canada-based SEO agency. Their services include Search Engine Optimization and Web Development.
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$1,000+$25 - $49 / hrFreelancer
Services provided
Web development company Veebiagentuur OÜ was launched in 2011. The agency offers Web Development and Web Design, and is small.
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Undisclosed$50 - $99 / hrFreelancer
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Based in Mount Gilead, Ohio, MrTs Computers is a web design agency. Established in 2024, the team offers Web Design and Web Development.
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$5,000+$50 - $99 / hrFreelancerParis, France
Services provided
DELLA MATTIA STUDIO is a web development company based in Paris, France. Their services include Web Development and Web Design.
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$1,000+< $25 / hr10 - 49Bengaluru, India
Services provided
See all 1 projectsCloud Software solution is a varied website development team at silicon valley of India, Bangalore. We render the assorted digital assistance to entities and individuals. With a decade of domain
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$1,000+$25 - $49 / hr10 - 49Indore, India
Services provided
See all 1 projectsElicit Digital is a leading mobile app development | web development company in Indore. We provide robust solutions for startups and enterprises that help business ideas become real and profitable.
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Undisclosed$25 - $49 / hr10 - 49Bhubaneswar, India
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See all 1 projectsSwadhin IT Solutions excels in website development, software development, mobile application development, and digital marketing. With a customer-centric approach and a commitment to innovation, the
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$1,000+< $25 / hr10 - 49Chandigarh, India
Services provided
See all 1 projectsGet the best Web Developers and build your website. We also provide Digital Marketing Services to grow your business all over the world! So, be sure to reach us now!
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Undisclosed< $25 / hr10 - 49Hyderabad, Pakistan
Services provided
See all 1 projectsWelcome to Frototype, your premier destination for cutting-edge UI/UX design, web development, app creation, and graphic design services. At Frototype, we blend innovation with expertise to craft
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$1,000+$50 - $99 / hr10 - 49
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See all 1 projectsZentix Software is a trusted IT and Zoho solutions partner with over two decades of experience empowering startups, SMEs, and enterprises to streamline their operations through smart, scalable
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$25,000+< $25 / hr10 - 49
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See all 1 projectsWiders is a Saudi-based WhatsApp Business API platform officially certified by Meta. We help businesses automate customer communication, run WhatsApp campaigns, build chatbots, and
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UndisclosedUndisclosed10 - 49
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See all 1 projectsTech Matters (Pty) Ltd delivers managed IT infrastructure, cloud solutions, and secure hosting to businesses in South Africa and internationally. Founded in 2020 and headquartered in Cape Town, we
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$1,000+< $25 / hr10 - 49Sahibzada Ajit Singh Nagar, India
Services provided
See all 3 projectsGrintech Web Agency offers services such as custom website design, UI/UX design, digital marketing, SEO, and quality assurance to enhance online presence and user experience. Reviews highlight their structured project management, timely delivery, and commitment to client satisfaction, with consistent communication and tailored solutions being particularly impressive. Clients report significant improvements in website traffic, engagement, and search engine rankings.
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$1,000+< $25 / hr10 - 49
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See all 2 projectsWebClixs provides services in website development, search engine optimization, social media marketing, digital marketing, and lead management. The overall feedback from clients is positive, highlighting WebClixs' timely delivery, thorough understanding of IT, and effective pricing. Clients appreciate their punctuality and ability to generate satisfactory outcomes, although minor improvements have been suggested.
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Undisclosed< $25 / hr10 - 49
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See all 1 projectsClecotech International Private Limited specializes in creating scalable websites with a focus on cloud-based solutions, utilizing technologies such as Ruby on Rails, API Gateway, AWS S3, and RDS. Feedback highlights their effective problem-solving skills, reliable maintenance services, and strong project management capabilities, fostering high levels of client confidence and satisfaction.
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$5,000+$25 - $49 / hr10 - 49
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See all 1 projectsKeyDevs Software & Technologies offers custom software development services, utilizing technologies such as PHP and Laravel. Reviews highlight the company's ability to meet expectations, deliver projects on time, and stay within budget, with clients expressing high levels of satisfaction. KeyDevs Software & Technologies is noted for its effective project management and comprehensive solutions.
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$1,000+< $25 / hr10 - 49Kolkata, India
Services provided
See all 1 projectsWeb designer and developer having 12 years of experience and we have a small team with very experienced and dedicated people to handle all the work. Our expertise is - for the web ( Node js, React
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$1,000+$50 - $99 / hr10 - 49Rajkot, India
Services provided
See all 1 projectsQrolic Technologies specializes in developing customized applications and interfaces for cloud-based ERP systems, with a particular focus on WordPress platforms and REST APIs. According to their reviews, clients appreciate their timely delivery, cost-effectiveness, and responsive communication, highlighting the company's capacity to understand tasks quickly and propose efficient solutions.
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$1,000+$50 - $99 / hr10 - 49دبي, United Arab Emirates
Services provided
See all 1 projectsOkratech offers services in developing customized software solutions, including Enterprise Resource Planning (ERP) systems and client applications, with a focus on security and privacy protection. Overall feedback indicates that Okratech is highly recommended for its professionalism, effective communication, and dedication to customer satisfaction, although there is a suggestion for increased focus on security issues.
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$1,000+< $25 / hr10 - 49
Services provided
See all 1 projectsSyncTech Solutions offers E-Commerce Dev, Online Store Development, and E-Comm Dev services. Feedback highlights their effective project management, timely delivery, and impressive design capabilities, with clients recommending their work for its excellent execution and user-friendly outcomes.
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$1,000+$25 - $49 / hr10 - 49
Services provided
See all 1 projectsGexton LLC offers custom website development services, tailoring websites to align with clients' specific brand images and objectives. The reviews highlight their comprehensive project management using Agile methodologies and effective communication tools. Clients appreciate their innovative approach and commitment to improving user experiences, although some suggest enhancing quality control through more regular testing and assurance checks.
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$1,000+< $25 / hr10 - 49
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See all 1 projectsMarkit Mentor offers comprehensive SEO services, including SEO audits, keyword research, on-page optimization, and link-building campaigns. Feedback from clients highlights their expertise, timely project management, and transparent reporting. Clients appreciate their results-driven approach, though some suggest more proactive communication and niche keyword targeting could enhance their offerings.
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$1,000+< $25 / hr10 - 49
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See all 1 projectsWelcome to On Wave Group – a dynamic player among software solutions companies. With a steadfast commitment to innovation, we specialize in crafting tailored software. Guided by 'The software you
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$1,000+< $25 / hr10 - 49
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See all 1 projectsNetmente offers services in website development, design, social media management, and SEO. The reviews highlight their ability to exceed project expectations with skilled design and IT solutions, demonstrating a strong commitment to client satisfaction. Consistently praised for punctuality and professionalism, Netmente is recommended for their customer-centric approach and the value they provide.
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$1,000+$50 - $99 / hr10 - 49Seattle, WA
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See all 1 projectsZigantic specializes in E-Commerce Development, including Online Store Development and E-Commerce Website Design, with a focus on platforms like Shopify and Magento. Reviews highlight their effective project management, responsiveness, and ability to deliver substantial cost and sales benefits. Clients appreciate their straightforward approach, although some suggest improvements in industry adaptation speed and communication preferences.
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$1,000+$50 - $99 / hr10 - 49
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See all 1 projectsPXP - A Digital Agency specializes in website development, offering services such as creating user-friendly websites with integrated contact and contribution forms. The reviews highlight PXP's ability to deliver high-quality work within tight deadlines, showcasing flexibility, strong communication, and a partnership approach in project execution. Clients appreciate their collaborative nature and commitment to finding effective solutions for evolving needs.
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Undisclosed< $25 / hr10 - 49Kochi, India
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See all 1 projectsZeekoi Enterprise Solutions provides comprehensive application development, backend management, and investor reporting solutions. Reviews highlight their excellent project management, timely delivery, and proactive problem-solving approach. Their personalized service and technical expertise are praised, though an area for improvement is enhancing their marketing efforts to reach a wider audience.
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UndisclosedUndisclosed10 - 49Buenos Aires, Argentina
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Aldente Global is an UX agency. The Buenos Aires, Argentina-based agency was founded in 1998. Their services include UX/UI Design and Web Design.
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UndisclosedUndisclosed10 - 49Mumbai, India
Services provided
App development firm Simplified Software Solutions (India) was founded in 2009. The firm focuses on Mobile App Development and UX/UI Design, and is small.
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UndisclosedUndisclosed10 - 49
Services provided
Founded in 2004, Grafique, a small pay per click agency, is based in Atlanta, Georgia. Their services include Pay Per Click and Search Engine Optimization.
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Undisclosed$25 - $49 / hr10 - 49
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Flugelsoft UK Limited, a CRM consulting and SI company, was launched in 1999. The small team offers CRM consulting and SI and Mobile App Development.
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Undisclosed$25 - $49 / hr10 - 49Chennai, India
Services provided
Big Apps is a Chennai, India-based software development company. They specialize in Custom Software Development and Web Design and were founded in 1994.
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$1,000+$25 - $49 / hr10 - 49Kolkata, India
Services provided
Microbase Infotech is a CRM consulting and SI company. The Kolkata, India-based team specializes in CRM consulting and SI and ERP consulting and SI.
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UndisclosedUndisclosed10 - 49Aurangabad, India
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Splash Infotech, a website development firm, focuses on Web Development and cloud consulting & SI. The firm is headquartered in Aurangabad, India.
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List of the Top 15 E-Commerce Development Companies
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$25,000+$25 - $49 / hr250 - 999Irving, TX
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$10,000+$100 - $149 / hr50 - 249Milton Keynes, England
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$25,000+$50 - $99 / hr50 - 249Tallinn, Estonia
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
55% E-Commerce Development45% Other -
$10,000+$50 - $99 / hr50 - 249Houston, TX
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$5,000+$25 - $49 / hr50 - 249New Delhi, India
Ability to deliver
39.2/40.020/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
40% E-Commerce Development60% Other -
$5,000+$25 - $49 / hr50 - 249Altadena, CA
Ability to deliver
39.1/40.020/20 Reviews9.5/10 Clients & Experience9.6/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$10,000+$50 - $99 / hr50 - 249
Ability to deliver
39.1/40.020/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
60% E-Commerce Development40% Other -
$75,000+$150 - $199 / hr50 - 249New York, NY
Ability to deliver
39.1/40.020/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
80% E-Commerce Development20% Other -
$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% E-Commerce Development55% Other -
$25,000+$100 - $149 / hr250 - 999Coral Springs, FL
Ability to deliver
38.5/40.020/20 Reviews10/10 Clients & Experience8.5/10 Market PresenceService focus
100% E-Commerce Development -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$5,000+$50 - $99 / hr10 - 49Haapsalu, Estonia
Ability to deliver
38.1/40.019.2/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$10,000+$50 - $99 / hr50 - 249Berlin, Germany
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$10,000+$25 - $49 / hr50 - 249Wrocław, Poland
Ability to deliver
37.7/40.018.8/20 Reviews9.5/10 Clients & Experience9.4/10 Market PresenceService focus
40% E-Commerce Development60% Other -
$1,000+$50 - $99 / hr10 - 49Miami, FL
Ability to deliver
37.6/40.018.6/20 Reviews9.7/10 Clients & Experience9.3/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$25,000+$50 - $99 / hr10 - 49Wrocław, Poland
Ability to deliver
38.1/40.018.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
45% E-Commerce Development55% Other -
$10,000+$50 - $99 / hr50 - 249Rzeszów, Poland
Ability to deliver
37.3/40.018.2/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
60% E-Commerce Development40% Other -
$25,000+$50 - $99 / hr250 - 999New York, NY
Ability to deliver
37.2/40.020/20 Reviews9.5/10 Clients & Experience7.7/10 Market PresenceService focus
40% E-Commerce Development60% Other -
$25,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% E-Commerce Development80% Other -
$25,000+$100 - $149 / hr10 - 49London, England
Ability to deliver
37.1/40.018.2/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$10,000+$150 - $199 / hr10 - 49Portland, ME
Ability to deliver
37.1/40.017.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
75% E-Commerce Development25% Other -
$10,000+$50 - $99 / hr50 - 249Kyiv, Ukraine
Ability to deliver
36.7/40.017/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$1,000+< $25 / hr250 - 999Kolkata, India
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% E-Commerce Development80% Other -
$5,000+$50 - $99 / hr10 - 49Redwood City, CA
Ability to deliver
36.7/40.017.2/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
80% E-Commerce Development20% Other -
$10,000+$25 - $49 / hr250 - 999Kolkata, India
Ability to deliver
39/40.020/20 Reviews9.8/10 Clients & Experience9.2/10 Market PresenceService focus
20% E-Commerce Development80% Other -
$50,000+$25 - $49 / hr250 - 999Toronto, Canada
Ability to deliver
36.9/40.017/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
25% E-Commerce Development75% Other -
Undisclosed$50 - $99 / hr50 - 249London, England
Ability to deliver
36.3/40.017/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
80% E-Commerce Development20% Other -
$25,000+$50 - $99 / hr10 - 49Beograd, Serbia
Ability to deliver
36.2/40.018.4/20 Reviews10/10 Clients & Experience7.8/10 Market PresenceService focus
80% E-Commerce Development20% Other -
$100,000+$50 - $99 / hr250 - 999Montevideo, Uruguay
Ability to deliver
36.2/40.017.6/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
30% E-Commerce Development70% Other -
$5,000+$25 - $49 / hr10 - 49Ahmedabad, India
Ability to deliver
36.2/40.016.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
100% E-Commerce Development
E-Commerce Development Company FAQs
E-commerce development companies design, build, and optimize online stores that handle product catalogs, secure payments, and order fulfillment. They translate business goals into scalable digital storefronts, integrate third-party APIs, and ensure each site meets usability, security, and compliance to standards like PCI DSS and GDPR.
E-commerce development companies are dedicated to helping businesses design, build, and deploy cutting-edge online stores. They typically offer services such as:
- E-commerce web development and architecture
- Custom or platform-based development (i.e., Shopify, Magento, and WooCommerce)
- UI/UX and web design (i.e., mobile responsiveness and conversion-focused layouts)
- Payment gateway and ERP/CRM integrations
- Performance optimization and QA testing
- Migration and re-platforming
- Ongoing support, security patches, and feature enhancements
Many full-service firms also offer digital marketing and analytics to maximize ROI. Make sure you inquire about their expertise and additional services when discussing your project with potential partners.
On Clutch, most e-commerce development projects range from around $10,000 to over $150,000. Many factors contribute to the notable price difference, including the following:
- Platform choice – open-source builds are often cheaper than enterprise SaaS.
- Complexity and customization – advanced features (i.e., subscriptions, multi-currency, and headless commerce) raise costs.
- Team location & size – offshore teams may charge $25 – $49 per hour, while top U.S. agencies start around $100 per hour.
Request a detailed quote and clarify whether pricing is fixed, hourly, or milestone-based.
Your journey to finding and matching with the right e-commerce development company starts by defining your project’s unique technical requirements, limitations, and goals. After that, you can follow the following steps:
- Shortlist agencies with relevant technical experience and strong case studies
- Compare client reviews and ratings on Clutch for proof of on-time delivery, communication, and post-launch support.
- Evaluate cultural fit via discovery calls and project management demos.
- Verify security protocols and compliance expertise if you process sensitive data.
Selecting a partner that aligns with your business model is more important than choosing the lowest bid. Don’t rush your decision and maximize the resources and filters we’ve prepared for you.
- Guaranteed timelines or ROI without discovery
- Vague pricing estimates or hidden maintenance fees
- Limited portfolio and recycled templates
- Poor responsiveness or lack of transparent communication channels
- No mention of testing, QA, or security standards
- Which platforms and technologies do you specialize in?
- Can you share recent projects similar to mine?
- How do you handle scalability, security, and compliance?
- What’s your approach to QA testing and performance optimization?
- Will I own the source code and intellectual property?
- How is post-launch support structured and billed?
Gathering detailed answers helps you compare proposals and avoid scope creep. When interviewing or discussing with potential providers, listen intently to get a deeper understanding of their capabilities or possible red flags.
Freelancers are cost-effective for creating simple and template-based online stores, but agencies provide cross-functional expertise—strategy, design, development, and marketing—essential for complex builds and rapid scaling.
Agencies track KPIs such as conversion rate, average order value, customer lifetime value, and page load speed. Many integrate analytics dashboards to monitor real-time revenue impact and iterate quickly.