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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Undisclosed$25 - $49 / hr10 - 49Dhaka, Bangladesh
Services provided
Gctlinfosys is a custom software development company. Their small team is based in Dhaka, Bangladesh. Their services include Custom Software Development and Web Development.
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$100,000+$300+ / hr10 - 49Ajax, Canada
Services provided
DigiPix Inc., a small Advertising company, is in Ajax, Canada. The team offers Advertising and Social Media Marketing.
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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 / hr10 - 49Riverview, FL
Services provided
Agility Labs is a social media marketing firm. They are located in Riverview, Florida. Their team specializes in Social Media Marketing and Web Design.
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UndisclosedUndisclosed10 - 49
Services provided
Iqtechway is a branding company. The Coimbatore, India-based company focuses on Branding and Search Engine Optimization.
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$10,000+$50 - $99 / hr10 - 49
Services provided
MEMAT DIGI PVT LTD is a small Digital Strategy company established in 2019. Their services include Digital Strategy and Social Media Marketing.
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UndisclosedUndisclosed10 - 49
Services provided
Bytelogic Technologies is a small social media marketing agency headquartered in Noida, India. The team offers Social Media Marketing and Email Marketing.
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UndisclosedUndisclosed10 - 49New York, NY
Services provided
NY Web Experts is a branding company. They are in New York, New York. Their team focuses on Branding and Marketing Strategy.
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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 - 49Sanauli, India
Services provided
Small social media marketing firm Klick Media Labs, is in Sanauli, India. Their services include Social Media Marketing and Content Marketing.
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$1,000+$25 - $49 / hr10 - 49
Services provided
Weballures Pvt Ltd, a web development company, was founded in 2014. They offers Web Development and Mobile App Development.
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$10,000+$50 - $99 / hr10 - 49
Services provided
Orange Global Digital Marketing Agency in Noida, Delhi NCR is a website development company. The company was launched in 2014. Their services include Web Development and Mobile App Development.
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$1,000+< $25 / hr10 - 49
Services provided
Web development company ITBeam is headquartered in Lahore, Pakistan. They specialize in Web Development and API Development and were launched in 2021.
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$1,000+< $25 / hr10 - 49Islamabad, Pakistan
Services provided
Isloo Marketing is an Islamabad, Pakistan-based social media marketing agency. The team provides Social Media Marketing and Search Engine Optimization.
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$1,000+$100 - $149 / hr10 - 49
Services provided
Located in Torrance, California, EDNA Digital Marketing is a Digital Strategy company. Established in 2017, the team offers Digital Strategy and Social Media Marketing.
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$1,000+Undisclosed10 - 49
Services provided
Digital Strategy company Ven Agency - Web Design Agency in Melbourne provides Digital Strategy and Social Media Marketing. They are based in.
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$10,000+$50 - $99 / hr10 - 49
Services provided
District2 is an Advertising company. In Odense, Denmark and Ho Chi Minh City, Vietnam, the agency was founded in 2018. Their services include Advertising and Branding.
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Undisclosed< $25 / hr10 - 49Indore, India
Services provided
Quark Consulting is an Email Marketing company. They specialize in Email Marketing and Affiliate Marketing and are in Indore, India.
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$1,000+$25 - $49 / hr10 - 49Noida, India
Services provided
Coder World Labs is a Digital Strategy company. They are headquartered in Noida, India, and their services include Digital Strategy and Social Media Marketing.
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Undisclosed$200 - $300 / hr10 - 49
Services provided
Techversol inc is a website development firm in Dover, Delaware. They provide Web Development and Product Design.
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UndisclosedUndisclosed10 - 49Dera Bassi, India
Services provided
Established in 2018, Harwinder Singh is a SEO services firm. The team offers Search Engine Optimization and Custom Software Development.
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$1,000+$50 - $99 / hr10 - 49
Services provided
Founded in 2022, Convertopia is a small custom software development company. Their services include Custom Software Development and E-Commerce Development.
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$5,000+$25 - $49 / hr10 - 49Hyderabad, India
Services provided
Believe Creative is a Hyderabad, India-based mobile app development firm. Founded in 2011, the team specializes in Mobile App Development and API Development.
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$1,000+$25 - $49 / hr10 - 49Siliguri, India
Services provided
Groveus Informatics Private Limited is a web development company. They are in Siliguri, India and have small team. They specialize in Web Development and Social Media Marketing.
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$1,000+Undisclosed10 - 49Woodbury, MN
Services provided
Kreativ HQ, a branding firm, was established in 1999. The team provides Branding and Web Design.
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UndisclosedUndisclosed10 - 49Miami, FL
Services provided
Brito Marketing is a branding agency in Miami, Florida. Their services include Branding and Social Media Marketing.
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$1,000+$100 - $149 / hr10 - 49
Services provided
Headquartered in Genève, Switzerland, Wecode | Agence web is a small web development firm. The team specializes in Web Development and Mobile & App Marketing.
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UndisclosedUndisclosed10 - 49
Services provided
Social media marketing company Blueclays is in Brierley Hill, England. They offer Social Media Marketing and Content Marketing.
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$1,000+< $25 / hr10 - 49Jalgaon, India
Services provided
7Tech IT Services Pvt. Ltd. Is a web development company. They are based in Jalgaon, India, and their services include Web Development and Mobile App Development.
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UndisclosedUndisclosed10 - 49
Services provided
Peersol Ltd is a cloud consulting & SI company. The team specializes in cloud consulting & SI and IT staff augmentation, and the agency is in London, England.
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$10,000+$100 - $149 / hr10 - 49
Services provided
HYBRID is a branding firm. Established in 2010, the firm is located in Tel Aviv-Yafo, Israel and Tirat Carmel, Israel. Their services include Branding and Social Media Marketing.
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$1,000+$50 - $99 / hr10 - 49Praha 1, Czech Republic
Services provided
The Wild is a web development company. They were established in 2021, and their services include Web Development and Marketing Strategy.
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$5,000+$50 - $99 / hr10 - 49
Services provided
Coderty is an IT strategy consulting company. They are based in Roquetas de Mar, Spain and have small team. They provide IT strategy consulting and BI & big data consulting & SI.
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$1,000+$25 - $49 / hr10 - 49
Services provided
KOP Infotech, a website development company, was founded in 2010. The team provides Web Development and IT strategy consulting.
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UndisclosedUndisclosed10 - 49
Services provided
Product Design company Promofect (Personalized Apparel & Promotional Products) was established in 2020. The agency specializes in Product Design and Print Design, and is small.
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$1,000+$25 - $49 / hr10 - 49
Services provided
Branding firm Apeiront Solutions Private Limited was established in 2013. The firm focuses on Branding and Search Engine Optimization.
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$1,000+$50 - $99 / hr10 - 49Jaipur, India
Services provided
Website development firm HybridPlus Infotech Solution Pvt. Ltd. Was launched in 2022. The small team specializes in Web Development and Mobile App Development.
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$5,000+$50 - $99 / hr10 - 49
Services provided
Software development company BIGBrave is in Sandton, South Africa and London, England. Launched in 2008, the team offers Custom Software Development and Business Consulting.
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$5,000+$25 - $49 / hr10 - 49
Services provided
Founded in 2002, Roiting is a Digital Strategy company. The agency specializes in Digital Strategy and Social Media Marketing.
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$1,000+$50 - $99 / hr10 - 49
Services provided
Advertising company Dizimods specializes in Advertising and Branding. They are based in Zirakpur, India.
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$1,000+$25 - $49 / hr10 - 49Mangaluru, India
Services provided
Blueline Computers is a Mangaluru, India-based web design company. They offer Web Design and Web Development.
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$1,000+$25 - $49 / hr10 - 49Greater Noida, India
Services provided
Launched in 2013, RANNLAB TECHNOLOGIES PRIVATE LIMITED is a custom software development company. The agency focuses on Custom Software Development and Web Development.
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Undisclosed$50 - $99 / hr10 - 49
Services provided
Established in 2022, BeCode s.r.o. Is a small custom software development firm. Their team offers Custom Software Development and Web Development.
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$1,000+< $25 / hr10 - 49Coimbatore, India
Services provided
Artificial intelligence company Webzeee Web Media Services was founded in 2014. The agency offers Artificial Intelligence and Custom Software Development.
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UndisclosedUndisclosed10 - 49İstanbul, Türkiye
Services provided
Moneo, a website development company, is in İstanbul, Türkiye and Kocaeli, Türkiye. Established in 2018, the team offers Web Development and Mobile App Development.
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Undisclosed< $25 / hr10 - 49
Services provided
Gemini Geeks Tech. Pvt. Ltd. Is a Performance Marketing company. The firm is located in Patiala, India. Their services include Performance Marketing and Web Design.
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$1,000+< $25 / hr10 - 49Navi Mumbai, India
Services provided
Custom software development company Way for Web was established in 2010. The company focuses on Custom Software Development and Web Development, and is small.
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$1,000+$50 - $99 / hrFreelancerDillenburg, Germany
Services provided
See all 1 projectsSparkm4n - Webdesign offers web design services, demonstrating extensive knowledge of different programming languages. According to client reviews, the company delivers projects timely and effectively, with strong communication skills and the ability to generate more leads through their work. However, clients suggested the addition of a dedicated illustrator to the team.
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UndisclosedUndisclosed10 - 49Panamá, Panama
Services provided
ADR Technologies is a CRM consulting and SI company. They specialize in CRM consulting and SI and E-Commerce Development and were launched in 1992.
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$1,000+$25 - $49 / hr2 - 9
Services provided
See all 1 projectsVeda360 | Go Global Overview Veda360 is a premier digital solutions agency based in Surat, India, dedicated to helping local businesses and global brands grow without limits. We bridge the gap
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$1,000+$100 - $149 / hr2 - 9
Services provided
See all 2 projectsTechStar Hub Agency specializes in E-Commerce Development, offering services such as Online Store Development and E-Commerce Website Design. Their reviews highlight responsive communication and competitive pricing as key strengths. Although measurable outcomes were not specified, clients appreciate their efficiency in delivering projects on time.
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Undisclosed$25 - $49 / hr2 - 9Madrid, Spain
Services provided
See all 1 projectsNuau Studio offers web design services, specializing in user-friendly and effective WordPress sites. Reviews highlight their professionalism, excellent communication, and personalized service. Clients appreciate the successful project outcomes, including strong after-sales support and immediate results.
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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.
Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.
We evaluate service providers using a structured methodology that combines:
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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.
Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.
We take fraud seriously. Providers who violate our guidelines may face lower rankings, restricted visibility, or removal from the platform altogether.
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 -
$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 -
$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
38.2/40.019/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
70% E-Commerce Development30% Other -
$10,000+$150 - $199 / hr10 - 49Portland, ME
Ability to deliver
37.3/40.017.8/20 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 -
$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 -
$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.