Top E-Commerce Developers
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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+$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.
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UndisclosedUndisclosed2 - 9
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JOSEPHMEJIA.COM is a web design agency and e-commerce development company. Their small team is in Veracruz, Nicaragua. Their services include Web Design and E-Commerce Development.
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$1,000+< $25 / hr10 - 49
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See all 1 projectsWordPress Website offers web development and maintenance services, catering to various business needs. Clients consistently praise their great service, timely project delivery, and effective communication. WordPress Website is commended for their alignment with client values and the collaborative, invested approach of their team.
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Featured
What are Featured Providers?
$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 31 projectsSvitla Systems is a versatile software development company specializing in providing engineering staff augmentation, AI-driven solutions, and application development. Consistently praised for their high-quality engineering, Svitla Systems maintains a 100% positive feedback rate, with clients highlighting their cultural alignment, excellent project management, and responsiveness. Approximately 70% of reviews emphasize the company's value for cost and alignment with company values.
$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.
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$25,000+$100 - $149 / hr10 - 49Victoria, Canada
Services provided
E-commerce development firm Pixel Union was established in 2009. The team offers E-Commerce Development and UX/UI Design.
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$1,000+$50 - $99 / hr10 - 49San Salvador, El Salvador
Services provided
NINJA WEB is a website development firm. They are in San Salvador, El Salvador and have small team. They focus on Web Development and Web Design.
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$1,000+$150 - $199 / hr2 - 9Toronto, Canada
Services provided
Urban Folk is an user experience company. The firm is located in Toronto, Canada. Their team specializes in UX/UI Design and Conversion Optimization.
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$1,000+$25 - $49 / hr10 - 49Dubai, United Arab Emirates
Services provided
See all 1 projectsPixelaar FZC LLC specializes in web development services, with a focus on building websites for clients. Customer feedback highlights significant issues with project completion and communication, indicating a need for improvement at various levels. While initial interactions were positive, responsiveness and effectiveness declined notably after payment.
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$1,000+< $25 / hr10 - 49Indianapolis, IN
Services provided
See all 1 projectsVan Tech Systems LLC specializes in website development and design, providing comprehensive revamping services with an emphasis on user-friendly navigation and multilingual support. Client reviews highlight their professionalism, cost-effectiveness, and excellent project management. The company's ability to deliver a high-quality, easy-to-update WordPress site and their dedication to client communication are consistently praised.
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Featured
What are Featured Providers?
$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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UndisclosedUndisclosed10 - 49دبي, United Arab Emirates
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Ecommerce Marketing company Jodium Digital is headquartered in دبي, United Arab Emirates. They offer Ecommerce Marketing and E-Commerce Development and were established in 2018.
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$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Services provided
See all 2 projectsDS Web Technologies Pvt. Ltd. specializes in developing web and mobile applications, along with responsive WordPress websites, emphasizing user experience and efficiency. Reviews highlight their timely delivery, effective communication, and willingness to accommodate client needs, indicating a high level of client satisfaction and ongoing collaborations for future projects.
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$1,000+< $25 / hr50 - 249
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See all 1 projectsWebsite Aspire offers services in E-Commerce Development, including Online Store Development and E-Commerce Website Design. The reviews highlight a consistent theme of exceptional project management, timely delivery, and a customer-centric approach. Clients particularly commend the company's ability to enhance online presence, increase website traffic, and improve user experience and conversion rates.
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$5,000+$100 - $149 / hr2 - 9Jacksonville, FL
Services provided
Established in 2003, Onboard Creative is a web design company. The firm provides Web Design and E-Commerce Development, and is small.
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$10,000+$150 - $199 / hr2 - 9South Pasadena, CA
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Present Studio is an e-commerce development firm based in South Pasadena, California and Edinburgh, Scotland. Their services include E-Commerce Development and Branding.
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$1,000+$25 - $49 / hr50 - 249Madhyapur Thimi, Nepal
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See all 1 projectsAITC International is a Nepal-based software development company dedicated to providing businesses with efficient and effective solutions. We specialize in:Custom Software Development: We create
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Undisclosed$25 - $49 / hr10 - 49Gazipur, Bangladesh
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Coders Mutant is a web development company. Their small team is in Gazipur, Bangladesh. Their services include Web Development and E-Commerce Development.
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$1,000+Undisclosed2 - 9Rio de Janeiro, Brazil
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Web design company Pura Comunicação is headquartered in Rio de Janeiro, Brazil. They focus on Web Design and Web Development.
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$1,000+$25 - $49 / hr10 - 49
Services provided
ADEF Platform., an e-commerce development company, is located in. They provide E-Commerce Development.
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$1,000+Undisclosed10 - 49Alcester, England
Services provided
See all 1 projectsBlend Commerce provides E-Commerce Dev services, specializing in Shopify website design and development, including Online Store Development and E-Comm Dev. Their clients consistently praise their high-quality work, innovative design features, and effective project management, which have significantly increased conversions and sales for their clients.
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$10,000+$100 - $149 / hr10 - 49Amsterdam, Netherlands
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West Point Digital is an e-commerce development firm. The small Amsterdam, Netherlands-based team focuses on E-Commerce Development and Web Design. The agency was founded in 2015.
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$1,000+< $25 / hr10 - 49Addis Ababa, Ethiopia
Services provided
See all 1 projectsYegna Developers specializes in website development and design services, providing professional and efficient solutions for businesses such as Import Export Goods companies. Reviews highlight their high-quality output, fast delivery, and strong team collaboration, noting their impressive project management and alignment with client values.
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$5,000+$50 - $99 / hr10 - 49
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See all 9 projectsConcept21 offers E-Commerce Development and E-Commerce Website Design services with over 12 years of experience. The reviews consistently highlight their professionalism, efficient processes, and the positive impact on clients' businesses through increased customer engagement and business growth. Concept21's commitment to delivering high-quality, easy-to-manage websites is well-commended, though some clients noted a desire for additional training on using the new solutions.
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$1,000+$50 - $99 / hr2 - 9
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Branding agency XLNC Digital was founded in 2024. The agency specializes in Branding and Digital Strategy, and is small.
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$5,000+$25 - $49 / hr50 - 249
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See all 2 projectsCoderlab Tech LLC is an app and CRM development company known for its professionalism and effective communication. Reviews highlight their ability to capture creative ideas and provide quality solutions, with 100% of feedback praising their patience and energy. Clients commend their project management skills and seamless collaboration, indicating high satisfaction without significant areas for improvement.
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UndisclosedUndisclosed10 - 49
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Papaya Qatar is an e-commerce development firm. Established in 2012, the team offers E-Commerce Development and Mobile App Development. The company is based in.
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$10,000+$25 - $49 / hr10 - 49
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Barsha technology is a SEO company. They were established in 2017 and offer Search Engine Optimization and UX/UI Design.
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Undisclosed< $25 / hr10 - 49Ahmedabad, India
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Xylisys Solutions Pvt. Ltd. Is an app development firm launched in 2021. Located in Ahmedabad, India, the team offers Mobile App Development and Web Development.
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$10,000+$25 - $49 / hr250 - 999India
Services provided
Headquartered in Austin, Texas and India, Impiger Technologies, Inc. Is a midsize web development firm. Their services include Web Development and Mobile App Development.
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$5,000+< $25 / hr2 - 9Jaipur, India
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Founded in 2013, Avighna Softech is a small mobile app development firm and e-commerce development company. Their services include Mobile App Development and E-Commerce Development.
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$5,000+$50 - $99 / hr2 - 9Monterrey, Mexico
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Mobkii, an e-commerce development company, was launched in 2010. They provides E-Commerce Development and Web Design.
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$5,000+$100 - $149 / hr2 - 9Atlanta, GA
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Nicely Built, an e-commerce development firm, was established in 2012. The team specializes in E-Commerce Development and Web Development.
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$1,000+< $25 / hr2 - 9
Services provided
Launched in 2015, Ngage Studios is an e-commerce development company and web development firm. The agency provides E-Commerce Development and Web Development.
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$1,000+$25 - $49 / hr2 - 9Birmingham, England
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Located in Birmingham, England and Amsterdam, Netherlands, LinkBright Media is an e-commerce development company and web design company. The team offers E-Commerce Development and Web Design.
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UndisclosedUndisclosed2 - 9Indianapolis, IN
Services provided
Performant Solutions is an e-commerce development firm and HR Consulting company. Headquartered in Indianapolis, Indiana, their team focuses on E-Commerce Development and HR Consulting.
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UndisclosedUndisclosed2 - 9Scottsdale, AZ
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Jolly Creative Agency is an e-commerce development company and SEO agency launched in 2012. Their services include E-Commerce Development and Search Engine Optimization.
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$1,000+$25 - $49 / hr2 - 9Jodhpur, India
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Jifftech is an e-commerce development company headquartered in Jodhpur, India. They specialize in E-Commerce Development and Web Development and were founded in 2011.
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$1,000+$25 - $49 / hr2 - 9New Delhi, India
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Vivid Techno is a New Delhi, India-based e-commerce development company. Their services include E-Commerce Development and Business Consulting.
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$5,000+$50 - $99 / hr2 - 9Bournemouth, England
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Small e-commerce development company JD Ecommerce, is in Bournemouth, England. The team provides E-Commerce Development and Conversion Optimization.
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$1,000+< $25 / hr2 - 9Lahore, Pakistan
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Website development firm and e-commerce development company Web Development Company Lahore was launched in 2018. The firm provides Web Development and E-Commerce Development.
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UndisclosedUndisclosed2 - 9Kraków, Poland
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Astrabit, an e-commerce development firm, is headquartered in Kraków, Poland. They focus on E-Commerce Development and Graphic Design.
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$1,000+$25 - $49 / hr2 - 9Jakarta, Indonesia
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SSDC, an e-commerce development firm, was launched in 2016. The company focuses on E-Commerce Development and Web Development, and is small.
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$1,000+$50 - $99 / hr2 - 9Istanbul, Türkiye
Services provided
In Istanbul, Türkiye, Nodus Works is an e-commerce development company. The team focuses on E-Commerce Development and Social Media Marketing.
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$5,000+< $25 / hr50 - 249Chennai, India
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Feather Softwares is a midsize web development company. Founded in 2017, the team specializes in Web Development and Social Media Marketing.
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$5,000+$25 - $49 / hr2 - 9Suceava, Romania
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See all 1 projectsGlocal Soft offers IT and software development services, focusing on automating processes such as sales and logistics through dedicated platforms. The reviews highlight the company's ability to deliver on promises, provide good value for cost, and positively impact business performance, increasing turnover substantially. Clients appreciate their clear and prompt communication and reliable project management.
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$10,000+$50 - $99 / hr10 - 49Kaunas, Lithuania
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SCODING JSC is a custom software development firm. Established in 2016, the firm is headquartered in Kaunas, Lithuania. Their team provides Custom Software Development and Web Development.
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$1,000+$150 - $199 / hr10 - 49
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See all 13 projectsAmazon Automations is a name that you can rely on for Amazon FBA automation. Thousands of online sellers and investors have earned unbelievable revenue and enjoyed explosive sales after working with
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$1,000+$25 - $49 / hr10 - 49Sahibzada Ajit Singh Nagar, India
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ItechVision Japan is an e-commerce development firm based in Sahibzada Ajit Singh Nagar, India and Abiko, Japan. Their services include E-Commerce Development and Web Development.
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$5,000+$50 - $99 / hr2 - 9
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See all 1 projectsClicknBuy is an eCommerce agency specializing in Shopify
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$1,000+$25 - $49 / hr10 - 49
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See all 1 projectsE-Commerce Agency & Consulting Services - Specializing in marketplace management, product launch, optimization, account health and growth strategy. We manage and scale marketplaces including
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$1,000+$25 - $49 / hr2 - 9
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See all 1 projectsTheDeki is a Shopify development partner for small DTC brands in the US. We handle everything — store builds, OS 2.0 migrations, app integrations, and custom development when off-the-shelf apps
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$10,000+$25 - $49 / hr50 - 249Ahmedabad, India
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See all 1 projectsTecstub specializes in E-Commerce Dev and Online Store Development, with a particular focus on managing complex order processes and supply chains for B2B clients. Their reviews highlight efficient project management, timely delivery, and impressive technological support, indicating that Tecstub effectively meets client needs and streamlines business operations.
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$1,000+$100 - $149 / hr2 - 9
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See all 1 projectsCarta Solutions offers services in E-Commerce Development, including app integrations, Shopify theme customizations, and E-Commerce site audits. The reviews highlight their straightforward approach, effective communication, and timely delivery, making them a reliable partner for Online Store Development. Clients appreciate the quality of work and value for cost provided by Carta Solutions.
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Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.
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
39.4/40.019.8/20 Reviews10/10 Clients & Experience9.6/10 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 -
$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 -
$5,000+$25 - $49 / hr10 - 49Haapsalu, Estonia
Ability to deliver
38.9/40.019.8/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
38.7/40.019.2/20 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 -
$10,000+$50 - $99 / hr50 - 249Berlin, Germany
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 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 -
$1,000+$50 - $99 / hr10 - 49Miami, FL
Ability to deliver
38.2/40.019.2/20 Reviews9.7/10 Clients & Experience9.3/10 Market PresenceService focus
50% E-Commerce Development50% Other -
$5,000+$50 - $99 / hr10 - 49Redwood City, CA
Ability to deliver
37.3/40.017.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
80% E-Commerce Development20% 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+$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 -
$25,000+$50 - $99 / hr10 - 49Wrocław, Poland
Ability to deliver
37.5/40.017.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
45% E-Commerce Development55% Other -
$100,000+$50 - $99 / hr250 - 999Montevideo, Uruguay
Ability to deliver
36.8/40.018.2/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
30% E-Commerce Development70% 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 -
$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 -
$5,000+$25 - $49 / hr1,000 - 9,999Noida, India
Ability to deliver
36.7/40.019.6/20 Reviews10/10 Clients & Experience7.1/10 Market PresenceService focus
30% E-Commerce Development70% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39.2/40.019.8/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
15% E-Commerce Development85% 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 -
$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 -
$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 -
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
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.