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+< $25 / hr50 - 249
Services provided
TechPulse IT Services Pvt. Ltd is a Pune, India-based IT staff augmentation company. They focus on IT staff augmentation and Web Development.
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$1,000+$25 - $49 / hr50 - 249
Services provided
Code Wale Bhaiya is a social media marketing company. Founded in 2022, the team specializes in Social Media Marketing and Custom Software Development.
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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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$1,000+$50 - $99 / hr50 - 249
Services provided
The Retail Cube is a social media marketing firm founded in 2020. Their team offers Social Media Marketing and Web Design.
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$1,000+$25 - $49 / hr50 - 249Parkville, MD
Services provided
Picktech Innovations is a social media marketing company in Parkville, Maryland. They offer Social Media Marketing and Web Design and were launched in 2015.
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$5,000+$100 - $149 / hr50 - 249
Services provided
Coded Pulse, a web design company, is located in Salt Lake City, Utah. The team specializes in Web Design and cloud consulting & SI.
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$1,000+$50 - $99 / hr50 - 249
Services provided
WP Agency Care is an IT managed services company. They are in Ahmedabad , India and have midsize team of experts. Their services include IT managed services and Web Development.
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$1,000+$25 - $49 / hr50 - 249Markham, Canada
Services provided
Traqe, a social media marketing company, offers Social Media Marketing and Pay Per Click. The firm is located in Markham, Canada and Miami Lakes, Florida.
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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 / hr50 - 249
Services provided
Kangsol is a branding firm. The Truganina, Australia-based firm was established in 2018. Their team provides Branding and IT managed services.
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$1,000+$25 - $49 / hr50 - 249
Services provided
Established in 2011, Axis Web Art is a web design company. Their services include Web Design and Custom Software Development.
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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 / hr50 - 249New York, NY
Services provided
SEO company WDC Digital was founded in 2022. The team focuses on Search Engine Optimization and Custom Software Development.
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$1,000+< $25 / hr50 - 249
Services provided
Based in Kolkata, India, Bytecode is an user experience design company. Their services include UX/UI Design and Custom Software Development.
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$1,000+$50 - $99 / hr50 - 249Houston, TX
Services provided
Softlogics LLC is an UX design agency. They are located in Houston, Texas and have midsize team. They offer UX/UI Design and Custom Software Development.
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$1,000+$50 - $99 / hr50 - 249
Services provided
Creative Converge, a branding agency, was established in 2019. The midsize team provides Branding and Social Media Marketing.
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UndisclosedUndisclosedFreelancer
Services provided
Website development company PixelKode is headquartered in Guntur, India. The team offers Web Development and Mobile App Development.
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$1,000+UndisclosedFreelancer
Services provided
Launched in 2025, Zentus & Co. Is an e-commerce development firm. The team offers E-Commerce Development and Web Development and is located in Surat, India.
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Undisclosed$50 - $99 / hrFreelancer
Services provided
E-commerce development company Thingsmart Limited was founded in 2020. The agency specializes in E-Commerce Development and ERP consulting and SI.
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$5,000+$25 - $49 / hr50 - 249
Services provided
See all 2 projectsMaganti Resources LLC offers development, support, and cloud migration services for TMS applications. The overall feedback highlights their timely project completion, effective collaboration, and strong commitment to deadlines. Clients appreciate their reliable and thorough approach, with suggestions for taking on larger projects due to their capabilities.
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$1,000+< $25 / hr50 - 249
Services provided
See all 1 projectsAppicoders offers mobile app design and development services, with a focus on healthcare solutions. Clients commend Appicoders for their user-friendly interfaces and robust functionality, achieved through an agile project management approach. The company is praised for its professionalism, personalized client interaction, and timely delivery of milestones, though some suggest the inclusion of post-launch marketing support.
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Undisclosed$100 - $149 / hr50 - 249Tampa, FL
Services provided
Cornerstone Consulting is a Tampa, Florida-based CRM consulting and SI company. They specialize in CRM consulting and SI and ERP consulting and SI.
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UndisclosedUndisclosed50 - 249
Services provided
Founded in 2005, USJoomlaForce is a midsize SEO services firm. Their team provides Search Engine Optimization and Web Development.
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$5,000+$25 - $49 / hr50 - 249Ciudad de México, Mexico
Services provided
Launched in 2010, Flock is a midsize Digital Strategy company. Their services include Digital Strategy and Search Engine Optimization.
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$10,000+$25 - $49 / hr50 - 249Poznań, Poland
Services provided
Located in Poznań, Poland, Consdata is a midsize website development firm. Their services include Web Development and Custom Software Development.
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Undisclosed$150 - $199 / hr50 - 249Wien, Austria
Services provided
IXOLIT is an IT managed services company. Their midsize team of employees is in Wien, Austria and Orlando, Florida. Their team specializes in IT managed services and Web Development.
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$5,000+$25 - $49 / hr50 - 249Pune, India
Services provided
SplendorNet Technologies is a midsize custom software development company. They focus on Custom Software Development and Mobile App Development and were founded in 2008.
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$1,000+< $25 / hr50 - 249Pune, India
Services provided
Montek Services is an IT staff augmentation company located in Pune, India. The team offers IT staff augmentation and Custom Software Development.
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$1,000+< $25 / hr50 - 249
Services provided
React Native Development Company USA is an IoT development company. In Clifton, New Jersey, their team offers IoT development and Custom Software Development.
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$1,000+$100 - $149 / hr50 - 249
Services provided
Marketology is a social media marketing firm. Based in Alkuwait, Kuwait, the company was launched in 2007. Their services include Social Media Marketing and Search Engine Optimization.
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UndisclosedUndisclosed50 - 249Newark, NJ
Services provided
In Newark, New Jersey, IT Chimes is a web development firm. The team specializes in Web Development and Mobile App Development.
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$1,000+$50 - $99 / hr50 - 249Pickering, Canada
Services provided
Midsize web design agency Cube InfoTech, is based in Pickering, Canada. Their services include Web Design and UX/UI Design.
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$5,000+$25 - $49 / hr50 - 249Poznań, Poland
Services provided
About ad is a Packaging Design company. The team focuses on Packaging Design and Graphic Design, and the company is headquartered in Poznań, Poland.
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UndisclosedUndisclosed50 - 249Skudai, Malaysia
Services provided
Synctech is a SEO company. They provide Search Engine Optimization and UX/UI Design and were founded in 2001. The firm is in Skudai, Malaysia.
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$1,000+$25 - $49 / hr50 - 249
Services provided
Web Craft Pros is a website development firm based in New York, New York and New York, New York. They offer Web Development and Mobile App Development and were founded in 2022.
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$1,000+Undisclosed2 - 9
Services provided
Located in Ampang, Malaysia, BrandSwift is a branding company. They focus on Branding and Social Media Marketing.
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$1,000+< $25 / hr10 - 49
Services provided
Launched in 2019, Orbital Technologies is an e-commerce development firm. The team provides E-Commerce Development and Custom Software Development.
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$100,000+$25 - $49 / hr50 - 249Sarajevo, Bosnia and Herzegovina
Services provided
Tech387 is a mobile application development company. Based in Sarajevo, Bosnia and Herzegovina and Bee Cave, Texas, the company offers Mobile App Development and Custom Software Development.
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$1,000+$100 - $149 / hr2 - 9Worthington, OH
Services provided
Chek Creative, an app development firm, provide Mobile App Development and Web Development. They were launched in 2017.
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$1,000+$25 - $49 / hr2 - 9
Services provided
EVISION Atlanta is a small e-commerce development firm located in Decatur, Georgia and Houston, Texas. Their services include E-Commerce Development and Search Engine Optimization.
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$1,000+< $25 / hr2 - 9Sahibzada Ajit Singh Nagar, India
Services provided
Located in Sahibzada Ajit Singh Nagar, India and Lisboa, Portugal, WProDevs is a web design company. They offer Web Design and E-Commerce Development.
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$1,000+< $25 / hr2 - 9Karachi, Pakistan
Services provided
Website development firm Crea8webs Pakistan is headquartered in Karachi, Pakistan. They focus on Web Development and E-Commerce Development and were established in 2019.
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$1,000+< $25 / hr2 - 9San Francisco, CA
Services provided
Founded in 2018, Cozmot Inc is a small web development company. Their team offers Web Development and E-Commerce Development.
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$10,000+Undisclosed2 - 9Chicago, IL
Services provided
CartPilot is a Digital Strategy company. The Chicago, Illinois-based team focuses on Digital Strategy and E-Commerce Development.
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$1,000+$25 - $49 / hr2 - 9Jaipur, India
Services provided
Web development firm ImpulseByte was launched in 2021. The company offers Web Development and E-Commerce Development, and is small.
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$1,000+< $25 / hr2 - 9Kolkata, India
Services provided
Metricpixels is a small Kolkata, India-based website development company. The team offers Web Development and E-Commerce Development.
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$5,000+$25 - $49 / hr2 - 9Brno, Czech Republic
Services provided
Devehope Technologies, a custom software development firm, was established in 2023. The small team offers Custom Software Development and Artificial Intelligence.
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Undisclosed< $25 / hr10 - 49Colombo, Sri Lanka
Services provided
Codezela Technologies is a small branding company headquartered in Colombo, Sri Lanka and Pannipitiya, Sri Lanka. Their services include Branding and Digital Strategy.
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$25,000+$50 - $99 / hr50 - 249Sugar Land, TX
Services provided
See all 1 projectsrad. offers web development, design services, and content marketing. Clients commend their commitment, adaptability, and ability to deliver valuable solutions tailored to client needs. However, feedback indicates that minor revisions sometimes experience delays, albeit communicated. Overall, rad. receives positive reviews for their professionalism and project management.
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$1,000+$25 - $49 / hr50 - 249Dubai, United Arab Emirates
Services provided
See all 1 projectsReactiveWebs offers comprehensive website design and development services, specializing in creating user-friendly and aesthetically pleasing platforms using WordPress. The reviews highlight their creative approach, effective project management through Agile methodology, and punctual delivery. Clients commend their strong aesthetic sense and the impressive user experience they deliver, resulting in high user satisfaction post-launch.
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$1,000+< $25 / hr10 - 49Jaipur, India
Services provided
See all 3 projectsMoonstack Pvt. Ltd. specializes in front-end and back-end development, as well as providing admin panel solutions for mobile applications. Their reviews consistently highlight their expertise, punctuality, and excellent project management skills. Clients appreciate their proactive approach, seamless integration of features, and ability to deliver functional products that exceed expectations.
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$1,000+$100 - $149 / hr10 - 49Johannesburg, South Africa
Services provided
Launched in 2017, WIthNova Blink Digital Marketing is a small web design company. Their team specializes in Web Design and Web Development.
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$5,000+$50 - $99 / hr50 - 249Bengaluru, India
Services provided
Levon Techno Solutions Pvt Ltd is a mobile application development firm. The agency is located in Bengaluru, India. Their services include Mobile App Development and Web Design.
Read more
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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.