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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$5,000+$100 - $149 / hr10 - 49Baghdad, Iraq
Services provided
Established in 1997, Alshamil Co. Ltd is an user experience agency. The firm provides UX/UI Design and E-Commerce Development.
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$5,000+$100 - $149 / hr10 - 49Singapore
Services provided
FRONTLINE is a mobile application development firm established in 2010. Their team specializes in Mobile App Development and UX/UI Design.
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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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$5,000+$100 - $149 / hr10 - 49Pasig, Philippines
Services provided
Halcyon Digital Media Design, Inc. Is a web design company. They are headquartered in Pasig, Philippines and have small team. They specialize in Web Design and E-Commerce Development.
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$5,000+$100 - $149 / hr10 - 49Taipei, Taiwan
Services provided
Gremlin Works is a web design agency. Their small team is in Taipei, Taiwan. Their team provides Web Design and Branding.
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$5,000+$100 - $149 / hr10 - 49Singapore, Singapore
Services provided
Above1 is an e-commerce development firm. Located in Singapore, Singapore, the team specializes in E-Commerce Development and Search Engine Optimization.
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$5,000+$100 - $149 / hr10 - 49Doha, Qatar
Services provided
Web Incorporated Qatar is a Doha, Qatar-based e-commerce development company. They provide E-Commerce Development and Search Engine Optimization and were established in 2005.
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$5,000+$100 - $149 / hr10 - 49Yogyakarta, Indonesia
Services provided
Tonjoo is a web design company. Established in 2012, the team focuses on Web Design and Web Development.
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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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$5,000+$100 - $149 / hr10 - 49Lahore, Pakistan
Services provided
The Xpertz is an e-commerce development firm. Their small team of employees is headquartered in Lahore, Pakistan and Essen, Germany. Their team provides E-Commerce Development and IT managed
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$5,000+$100 - $149 / hr10 - 49Petaling Jaya, Malaysia
Services provided
Established in 2006, Mitosis APAC is a Digital Strategy company. The team focuses on Digital Strategy and E-Commerce Development.
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$5,000+$100 - $149 / hr10 - 49DKI Jakarta, Indonesia
Services provided
SUKA Studio is a small user experience company headquartered in DKI Jakarta, Indonesia. Their services include UX/UI Design and Branding.
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$5,000+$100 - $149 / hr10 - 49Bogotá, Colombia
Services provided
Mailing Factory, a Digital Strategy company, was founded in 2007. The team specializes in Digital Strategy and E-Commerce Development.
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$5,000+$100 - $149 / hr10 - 49São Paulo , Brazil
Services provided
Launched in 2017, Agência e-Plus is an e-commerce development firm. The agency focuses on E-Commerce Development and Web Design.
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$5,000+$100 - $149 / hr10 - 49São Paulo, Brazil
Services provided
E-commerce development firm Agência 242 is based in São Paulo, Brazil. They provide E-Commerce Development and Social Media Marketing.
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$1,000+< $25 / hr10 - 49Doha, Qatar
Services provided
GanderTech is a Digital Strategy company. They provide Digital Strategy and E-Commerce Development and were established in 2015. The company is based in Doha, Qatar.
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$5,000+$100 - $149 / hr10 - 49Dubai, United Arab Emirates
Services provided
Code & Co is an e-commerce development firm. They are headquartered in Dubai, United Arab Emirates and have small team. Their team offers E-Commerce Development and Mobile App Development.
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$5,000+$100 - $149 / hr10 - 49Quezon City, Philippines
Services provided
Founded in 2007, FYDesigns, Inc. Is a small web design agency. Their team offers Web Design and E-Commerce Development.
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$5,000+$100 - $149 / hr10 - 49Mooca, Brazil
Services provided
Multlinks is a Digital Strategy company. The Mooca, Brazil-based team provides Digital Strategy and E-Commerce Development.
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$5,000+$100 - $149 / hr10 - 49São Paulo , Brazil
Services provided
Established in 2013, Clicktarget Agência Digital is an e-commerce development firm. The team offers E-Commerce Development and Pay Per Click.
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$5,000+$100 - $149 / hr10 - 49Caxias do Sul, Brazil
Services provided
Deen Digital Marketing is a small Caxias do Sul, Brazil-based Digital Strategy company. The team specializes in Digital Strategy and E-Commerce Development.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Ukelele, a Digital Strategy company, offer Digital Strategy and E-Commerce Development. They were established in 2014.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Founded in 2004, Radar is a Digital Strategy company. In Santiago, Chile, the team provides Digital Strategy and E-Commerce Development.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Staff Digital, a small Digital Strategy company, is based in Lima, Peru. The team provides Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Ho Chi Minh, Vietnam
Services provided
EFE Technology, a small software development firm, is in Ho Chi Minh, Vietnam. The team specializes in Custom Software Development and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Shemessani - Amman, Jordan
Services provided
Email Solutions Company is a small Shemessani - Amman, Jordan-based Digital Strategy company. Their services include Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49São Paulo , Brazil
Services provided
Agência Chairô is a branding agency. Established in 2009, the firm is headquartered in São Paulo , Brazil. Their team offers Branding and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Quezon City, Philippines
Services provided
Get Hooked 360, Inc. Is a small Advertising company founded in 2007. Their team specializes in Advertising and E-Commerce Development.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Belburó, a branding firm, is headquartered in Buenos Aires, Argentina. The team focuses on Branding and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Buenos Aires, Argentina
Services provided
Troop Software Factory is a custom software development firm headquartered in Buenos Aires, Argentina. The team provides Custom Software Development and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Panamá, Panama
Services provided
Keyspot is an Advertising company launched in 2011. The agency provides Advertising and E-Commerce Development.
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UndisclosedUndisclosed10 - 49El Palomar, Argentina
Services provided
Buenos Aires Creativo is a Digital Strategy company located in El Palomar, Argentina. Founded in 2007, the team specializes in Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49
Services provided
Founded in 2014, Web Studio Panamá is a software development firm. The small team specializes in Custom Software Development and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Dhaka, Bangladesh
Services provided
Codage Corporation Ltd. Is a Dhaka, Bangladesh-based e-commerce development firm. The team offers E-Commerce Development and Email Marketing.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Beautifull Agency, a Digital Strategy company, was established in 2012. The company specializes in Digital Strategy and E-Commerce Development, and is small.
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$5,000+$100 - $149 / hr10 - 49Doha, Qatar
Services provided
Blue Synergy Solutions, a Digital Strategy company, was launched in 2008. The firm focuses on Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Dammam, Saudi Arabia
Services provided
Small web design company MMEM, is headquartered in Dammam, Saudi Arabia. Their services include Web Design and E-Commerce Development.
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$5,000+$25 - $49 / hr10 - 49
Services provided
GTA, a small Digital Strategy company, is based in San Juan, Puerto Rico. The team provides Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Recife, Brazil
Services provided
Casullo Agência Digital, a small Digital Strategy company, is located in Recife, Brazil. The team specializes in Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Ho Chi Minh City, Vietnam
Services provided
Launched in 2014, DigiPencil MVV is a branding firm. Based in Ho Chi Minh City, Vietnam, the team provides Branding and Digital Strategy.
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UndisclosedUndisclosed10 - 49Hanoi, Vietnam
Services provided
Time Universal Communications is a Hanoi, Vietnam-based Digital Strategy company. Launched in 2004, the team offers Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Florianópolis, Brazil
Services provided
Labbo Digital is a Digital Strategy company. Based in Florianópolis, Brazil, the company was launched in 2000. Their services include Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49São Paulo , Brazil
Services provided
@MediaPost is an Email Marketing company. Their small team of employees is based in São Paulo , Brazil. Their team specializes in Email Marketing and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Guangzhou, China
Services provided
Established in 2005, FIGO Technology is a small application development firm. Their services include Mobile App Development and Custom Software Development.
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UndisclosedUndisclosed10 - 49Ciudad Quesada, Costa Rica
Services provided
Uniko is a Digital Strategy company. Founded in 2012, their team specializes in Digital Strategy and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Doha, Qatar
Services provided
Ksoft is a social media marketing firm. They are located in Doha, Qatar, and their services include Social Media Marketing and Search Engine Optimization.
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UndisclosedUndisclosed10 - 49Bogotá, Colombia
Services provided
ID Interactive is a Bogotá, Colombia-based Content Marketing company. The team provides Content Marketing and Digital Strategy.
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UndisclosedUndisclosed10 - 49Providencia, Chile
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Established in 2003, Positioning web design, a small website development firm, is based in Providencia, Chile. Their team focuses on Web Development and E-Commerce Development.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Agencia Manga is a branding company in Sao Paulo, Brazil. The team provides Branding and Digital Strategy.
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UndisclosedUndisclosed10 - 49عمّان, Jordan
Services provided
Kaizen Plus is a software development firm. The عمّان, Jordan-based agency focuses on Custom Software Development and E-Commerce Development.
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UndisclosedUndisclosed10 - 49Nairobi, Kenya
Services provided
Located in Nairobi, Kenya, Kenya Web Designers is a small e-commerce development firm. Their services include E-Commerce Development and Mobile App Development.
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UndisclosedUndisclosed10 - 49Laguna Beach, CA
Services provided
Socialite_Agency is an e-commerce development firm located in Laguna Beach, California. The team offers E-Commerce Development and Email Marketing.
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Get My MatchesWhy Trust Clutch
At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.
Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.
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We evaluate service providers using a structured methodology that combines:
- In-depth client interviews and ratings
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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.
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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
39.6/40.020/20 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 -
$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
39/40.019.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
45% E-Commerce Development55% 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 -
$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
38.2/40.019/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
70% E-Commerce Development30% 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
37.7/40.018/20 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 -
$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+$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 -
$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 -
$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 -
$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
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.