Top E-Commerce Developers
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
See all 83 projectsSimform is an E-Commerce Development company known for its innovative approach to IT outsourcing and online store development. Reviews highlight their exceptional project management, with 100% of feedback noting their ability to meet or exceed expectations. Clients appreciate Simform's alignment with company values and pioneering solutions in E-Comm Development, contributing to successful and scalable partnerships.
$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.
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$1,000+Undisclosed10 - 49North Miami Beach, FL
Services provided
Wico Business Solutions is a branding firm launched in 2022. The agency focuses on Branding and Social Media Marketing.
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$1,000+$25 - $49 / hr10 - 49Hisar, India
Services provided
Nosh Infotech, an Advertising company, was founded in 2020. The team provides Advertising and Custom Software Development and is headquartered in Hisar, India and Chandigarh, India.
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Featured
What are Featured Providers?
$5,000+$150 - $199 / hr10 - 49Pleasant Ridge, MIServices provided
See all 20 projectsPerfect Afternoon is a web development and digital marketing agency that specializes in website design, SEO, and PPC advertising. Across their reviews, clients frequently commend Perfect Afternoon for their strong project management skills, responsiveness, and the ability to deliver projects on time. The company is noted for its creativity and cultural alignment, with approximately 80% of reviews highlighting their effective communication and dedication to client success.
$25,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 101 projectsTechgropse FZC LLC is an E-Commerce Development company renowned for its exceptional web and E-Commerce store development services. Across reviews, clients consistently praise their project management, with a 100% satisfaction rate regarding timely delivery and quality output. Notably, 50% of reviewers highlighted significant traffic increases post-launch, showcasing their proficiency in E-Comm Development and online presence enhancement.
$25,000+$25 - $49 / hr1,000 - 9,999Corte Madera, CAServices provided
See all 29 projectsSvitla Systems is a software development and IT consulting company that specializes in staff augmentation, software development, and UX design services. The overall feedback from their reviews is predominantly positive, with clients praising their responsiveness, flexibility, and alignment with company values. Approximately 90% of reviewers highlight their cultural fit and value for cost. While some minor concerns were mentioned, such as vetting senior engineers, the company is consistently commended for delivering quality results on time.
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Undisclosed< $25 / hr10 - 49
Services provided
Growth Cartel is an UX agency. Launched in 2022, the team offers UX/UI Design and Graphic Design. The company is in Lahore, Pakistan.
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$1,000+< $25 / hr10 - 49
Services provided
Norvia Software Solutions is an IT strategy consulting company. Located in Warsaw, Poland, their team focuses on IT strategy consulting and Custom Software Development.
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$1,000+$25 - $49 / hr10 - 49
Services provided
Social media marketing firm Ocean Digitech Pvt Ltd. Was founded in 2022. The small team focuses on Social Media Marketing and Search Engine Optimization.
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$5,000+$50 - $99 / hr10 - 49Nellore, India
Services provided
Zenycon Solutions Pvt Ltd, a web design company, was launched in 2025. The team offers Web Design and Custom Software Development.
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$1,000+$25 - $49 / hr10 - 49
Services provided
Appologix.pk is a social media marketing firm. Their small team of employees is located in Rawalpindi, Pakistan. Their team provides Social Media Marketing and Search Engine Optimization.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr50 - 249Plano, TXServices provided
See all 15 projectsZiffity Solutions is an E-Commerce Development company specializing in Magento-based online store development and e-commerce website design. Client feedback highlights their technical expertise and problem-solving abilities, with 100% mentioning successful site upgrades and improved functionality. While some reviews noted communication challenges, 80% praised their project management and dedication to meeting client needs.
$25,000+$50 - $99 / hr10 - 49Tambon Ban Mai, ThailandServices provided
See all 1 projectsFor two decades, we've witnessed the evolution of digital commerce. Through years of experience, we've learned that successful commerce isn't just about technology – it's about understanding
Read more$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+$25 - $49 / hr10 - 49
Services provided
Web development firm Helix Digital is in Lahore, Pakistan. The team provides Web Development and E-Commerce Development.
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$1,000+$25 - $49 / hrFreelancerHamirpur, India
Services provided
Freelancer Deven is an e-commerce development company based in Hamirpur, India. They offer E-Commerce Development and Web Design and were established in 2019.
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Featured
What are Featured Providers?
$25,000+$50 - $99 / hr50 - 249Tallinn, EstoniaServices provided
See all 45 projectsElogic Commerce is a prominent E-Commerce Development company specializing in online store development, with a strong emphasis on platforms like Shopify and Magento. Feedback reflects a 100% positive sentiment, with 90% of reviewers highlighting their exceptional project management skills and solution-driven approach. Clients commend Elogic Commerce for their technical expertise, efficient communication, and the ability to deliver tailored solutions that elevate e-commerce functionalities and user experiences.
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$1,000+$25 - $49 / hr50 - 249Sheridan, WY
Services provided
Royal Design USA is a software development company. The Sheridan, Wyoming-based company was established in 2021. Their team focuses on Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr50 - 249Noida, India
Services provided
Godigihub, a SEO company, specializes in Search Engine Optimization and Web Development. The firm is headquartered in Noida, India.
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$5,000+$25 - $49 / hr50 - 249London, England
Services provided
App development firm SGC Ventures was founded in 2011. The team focuses on Mobile App Development and E-Commerce Development.
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UndisclosedUndisclosed50 - 249
Services provided
Located in Toronto, Canada, Websites Designs Agency is a web design company. Established in 2015, the team provides Web Design and E-Commerce Development.
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$25,000+$25 - $49 / hr10 - 49Lahore, Pakistan
Services provided
See all 1 projects𝗪𝗮𝗹𝗤𝗮𝗹𝘂𝗺 is a top custom and dynamic Software Development company that has creatively operated within the international market of Web and mobile development since 2018. It is
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$5,000+$100 - $149 / hr10 - 49
Services provided
See all 1 projectsBigfinity INC specializes in building websites and enabling e-commerce functionality for businesses. Overall, the feedback emphasizes their ability to deliver functional websites, although there is a suggestion for more structured project timelines. Clients appreciate their flexibility in accommodating busy schedules.
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$1,000+$50 - $99 / hr2 - 9Vilnius, Lithuania
Services provided
Established in 2020, Black Lab is a small software development firm. Their services include Custom Software Development and Web Development.
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$10,000+$25 - $49 / hr2 - 9
Services provided
SEO services firm Aksha web solutions was established in 2012. The team focuses on Search Engine Optimization and UX/UI Design and is located in Viramgam, India.
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$1,000+$25 - $49 / hr2 - 9Quarteira, Portugal
Services provided
Launched in 2023, Rising Formula is a Digital Strategy company. Their team provides Digital Strategy and Social Media Marketing.
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$5,000+$100 - $149 / hr2 - 9
Services provided
Lumineth is a Genève, Switzerland-based SEO agency. Their services include Search Engine Optimization and Web Design.
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UndisclosedUndisclosed2 - 9
Services provided
T-Minus Tech Solutions Private Limited is a custom software development company located in Indore, India. Their services include Custom Software Development and Web Development.
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$1,000+< $25 / hr2 - 9Tangerang Selatan, Indonesia
Services provided
Headquartered in Tangerang Selatan, Indonesia, Starva is a CRM consulting and SI company. The team focuses on CRM consulting and SI and ERP consulting and SI.
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$5,000+$25 - $49 / hr2 - 9
Services provided
ScarabDev, an user experience design agency, was founded in 2024. The team focuses on UX/UI Design and Web Development.
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$5,000+$100 - $149 / hr2 - 9Fort Klamath, OR
Services provided
Website development company Rational Boxes was established in 2018. The company specializes in Web Development and Custom Software Development.
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$1,000+< $25 / hr10 - 49Dubai, United Arab Emirates
Services provided
See all 3 projectsZapio Technology is a web development company. Based on the available review, the company faces significant challenges with project management, communication, and support, receiving negative feedback on website quality and maintenance. The experience highlights a need for restructuring, particularly in business development, and reflects overall dissatisfaction with their services.
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$1,000+$25 - $49 / hr10 - 49Kolkata, India
Services provided
See all 1 projectsPrimary Infotech Private Limited offers mobile application development services. According to reviews, the company is commended for its skilled team, effective project management, and timely delivery of deliverables. The overall feedback highlights the company's good reputation and customer satisfaction.
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$10,000+$50 - $99 / hr10 - 49
Services provided
Launched in 2017, d is a custom software development company. Their services include Custom Software Development and IT managed services.
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$10,000+$25 - $49 / hr10 - 49Ahmedabad, India
Services provided
India App Developer is a small Ahmedabad, India-based web design agency. The team offers Web Design and UX/UI Design.
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$1,000+< $25 / hr50 - 249Coimbatore, India
Services provided
See all 3 projectsAbout Webnox Technologies One of the leading company based out in coimbatore offers end to end web solutions like static web design services, dynamic web design services, ecommerce
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UndisclosedUndisclosed50 - 249Gandhinagar, India
Services provided
Technomeet Solutions Pvt. Ltd is a web design agency. Founded in 2006, the company is headquartered in Gandhinagar, India. Their services include Web Design and Web Development.
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UndisclosedUndisclosed50 - 249Ciudad de México, Mexico
Services provided
EPA∙Digital is an Advertising company. The team provides Advertising and Mobile & App Marketing and is headquartered in Ciudad de México, Mexico.
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$5,000+$50 - $99 / hrFreelancerNew Delhi, India
Services provided
IBrand Strategy Services LLP is an e-commerce development firm founded in 2018. The firm specializes in E-Commerce Development and Web Development.
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$5,000+$25 - $49 / hr50 - 249Los Angeles, CA
Services provided
Estech Digital is a software development firm founded in 2015. Based in Los Angeles, California and London, England, the team provides Custom Software Development and Web Development.
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$25,000+$100 - $149 / hr50 - 249Miami, FL
Services provided
Founded in 2010, Imagineer Customer Experince is a Business Consulting company. The team focuses on Business Consulting and Marketing Strategy and is in Miami, Florida and Mexico City, Mexico.
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$10,000+$25 - $49 / hr50 - 249Gdynia, Poland
Services provided
IBPM S.A. Is a software development company launched in 2013. Their services include Custom Software Development and E-Commerce Development.
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UndisclosedUndisclosedFreelancer
Services provided
Web2d, a SEO agency, was founded in 2013. The team provides Search Engine Optimization and Pay Per Click.
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$5,000+< $25 / hr50 - 249Madurai, India
Services provided
Fire Colours, an app development firm, was launched in 2019. Located in Madurai, India and Lewis Center, Ohio, the team provides Mobile App Development and Web Development.
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$1,000+$50 - $99 / hr50 - 249Houston, TX
Services provided
In Houston, Texas, Richmond Tech Group is a midsize SEO company. Their services include Search Engine Optimization and Web Design.
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$1,000+Undisclosed50 - 249North Salt Lake, UT
Services provided
Regumsoft Technologies is a website development firm. They provide Web Development and Mobile App Development and were established in 2015.
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UndisclosedUndisclosed50 - 249San Diego, CA
Services provided
In San Diego, California, California Web Coders is a midsize social media marketing firm. Their services include Social Media Marketing and Search Engine Optimization.
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$1,000+$50 - $99 / hr50 - 249Jaipur, India
Services provided
Midsize social media marketing firm Task Robots, is based in Jaipur, India. The team offers Social Media Marketing and Web Design.
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$5,000+$25 - $49 / hr50 - 249Ho Chi Minh, Vietnam
Services provided
Chi Doanh Co., Ltd, a SEO agency, was established in 2009. In Ho Chi Minh, Vietnam, the team offers Search Engine Optimization and Pay Per Click.
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UndisclosedUndisclosed50 - 249Pimpri-Chinchwad, India
Services provided
Pratyin Infotech Consulting Pvt Ltd is a Recruitment Process Outsourcing company. They offer Recruitment Process Outsourcing and IT managed services and are located in Pimpri-Chinchwad, India.
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$1,000+$50 - $99 / hr50 - 249
Services provided
Savvy Brains Proprietary Limited is a web development firm established in 2015. The midsize team provides Web Development and Mobile App Development.
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$10,000+$150 - $199 / hr10 - 49Noosaville, Australia
Services provided
Website development company Made Neat was founded in 2010. The small team focuses on Web Development and Web Design.
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$5,000+< $25 / hr50 - 249
Services provided
AppClues Infotech is a mobile app development company. Founded in 2014, the company is located in Stony Brook, New York. Their services include Mobile App Development and UX/UI Design.
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$10,000+$25 - $49 / hr50 - 249Mississauga, Canada
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Launched in 2016, Nextbrain Canada Inc is a midsize Mississauga, Canada-based AI company. Their team focuses on Artificial Intelligence and Web Design.
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$1,000+$25 - $49 / hr2 - 9Noida, India
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See all 1 projectsAt Tysas, our mission is to transform your unique ideas into exceptional web experiences. We understand that your responsive web design is often the first point of contact between your brand and
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$1,000+Undisclosed2 - 9Ashburn, VA
Services provided
See all 1 projectsNetQwik specializes in web design and PPC management services. According to client reviews on Clutch.co, the company is praised for its impressive quality of work, excellent customer service, and effective project management. Clients highlighted the punctuality and responsiveness of NetQwik, resulting in positive business outcomes.
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UndisclosedUndisclosed2 - 9Puducherry, India
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Blaze Technology Solutions, a small Application Testing company, is headquartered in Puducherry, India and Langdon Hills, England. The team focuses on Application Testing and Web Design.
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Undisclosed$25 - $49 / hr2 - 9Singapore, Singapore
Services provided
I Concept Innovation Pte Ltd is an e-commerce development firm. The Singapore, Singapore-based company specializes in E-Commerce Development and Web Design.
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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+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% E-Commerce Development65% 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 - 249Karachi, Pakistan
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 - 249Miami, FL
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% 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 -
$5,000+$25 - $49 / hr50 - 249New York, NY
Ability to deliver
39.1/40.020/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
40% E-Commerce Development60% Other -
$25,000+$100 - $149 / hr250 - 999Coral Springs, FL
Ability to deliver
38.6/40.020/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
90% E-Commerce Development10% Other -
$10,000+$50 - $99 / hr50 - 249Berlin, Germany
Ability to deliver
38.5/40.018.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$75,000+$150 - $199 / hr50 - 249New York, NY
Ability to deliver
38.5/40.019.4/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
80% E-Commerce Development20% Other -
$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
38.4/40.018.8/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
45% E-Commerce Development55% Other -
$1,000+$50 - $99 / hr10 - 49Miami, FL
Ability to deliver
38.4/40.019.4/20 Reviews9.7/10 Clients & Experience9.3/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$10,000+$100 - $149 / hr10 - 49London, England
Ability to deliver
38.3/40.019.4/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$5,000+$25 - $49 / hr10 - 49Kropyvnytskyi, Ukraine
Ability to deliver
37.9/40.018.8/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$10,000+$150 - $199 / hr10 - 49Portland, ME
Ability to deliver
37.5/40.018/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
75% E-Commerce Development25% 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 -
$10,000+$25 - $49 / hr50 - 249Sliven, Bulgaria
Ability to deliver
37.1/40.017.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
40% E-Commerce Development60% Other -
$25,000+$50 - $99 / hr10 - 49Wrocław, Poland
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
45% E-Commerce Development55% Other -
$5,000+$25 - $49 / hr1,000 - 9,999Noida, India
Ability to deliver
37.1/40.020/20 Reviews10/10 Clients & Experience7.1/10 Market PresenceService focus
30% E-Commerce Development70% Other -
$10,000+$50 - $99 / hr50 - 249Kyiv, Ukraine
Ability to deliver
36.9/40.017.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$5,000+$25 - $49 / hr50 - 249Asunción, Paraguay
Ability to deliver
36.7/40.017.4/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
50% E-Commerce Development50% Other -
Undisclosed$50 - $99 / hr50 - 249London, England
Ability to deliver
36.7/40.017.4/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
80% E-Commerce Development20% 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 -
$1,000+< $25 / hr250 - 999Kolkata, India
Ability to deliver
39.2/40.019.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
20% E-Commerce Development80% Other -
$10,000+$25 - $49 / hr50 - 249Wrocław, Poland
Ability to deliver
36.5/40.017.6/20 Reviews9.5/10 Clients & Experience9.4/10 Market PresenceService focus
40% E-Commerce Development60% Other -
$25,000+$50 - $99 / hr10 - 49Beograd, Serbia
Ability to deliver
36.4/40.018.6/20 Reviews10/10 Clients & Experience7.8/10 Market PresenceService focus
80% E-Commerce Development20% Other -
$100,000+$50 - $99 / hr250 - 999Montevideo, Uruguay
Ability to deliver
36.4/40.017.8/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
30% E-Commerce Development70% Other -
$5,000+$25 - $49 / hr10 - 49Ahmedabad, India
Ability to deliver
36.4/40.016.8/20 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.