Top Consumer App Developers
20,289 Companies
List of the Top Consumer Application Developers
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$50,000+$25 - $49 / hr2 - 9Boksburg, South Africa
Services provided
30% Generative AI20% Custom Software Development20% Mobile App Development +2 services20% Web Development10% DevOps Managed ServicesUmdoko Internet is a Generative AI company. They specialize in Generative AI and Custom Software Development and were established in 2016.
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$5,000+$50 - $99 / hr2 - 9
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25% Web Design25% Web Development15% Custom Software Development +4 services15% UX/UI Design10% Generative AI5% Branding5% Mobile App DevelopmentWeb design agency WaterMill Digital is based in Alton, England and Saint-Jean-d'Aulps, France. Established in 2016, the team specializes in Web Design and Web Development.
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$5,000+$25 - $49 / hr2 - 9New York, NY
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20% E-Commerce Development20% Mobile App Development20% Web Design +3 services20% Web Development10% Logo10% UX/UI DesignDigitrillion is an e-commerce development firm established in 2000. The small team offers E-Commerce Development and Mobile App Development.
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$5,000+$25 - $49 / hr10 - 49Lahore, Pakistan
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30% Web Development20% Custom Software Development20% Mobile App Development +2 services15% Freight forwarding15% TruckingTieCodes is a website development firm. The team provides Web Development and Custom Software Development and is in Lahore, Pakistan.
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$1,000+$100 - $149 / hr10 - 49
Services provided
20% Web Development10% Branding10% Digital Strategy +6 services10% IoT Development10% Mobile App Development10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web DesignWebsite development company BCS TECH was launched in 2023. The agency offers Web Development and Branding, and is small.
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$25,000+$50 - $99 / hr2 - 9Savannah, GA
Services provided
35% E-Commerce Development35% Mobile App Development30% Web DevelopmentSee all 2 projectsOak.Works - Out of Business was a software development company that specialized in creating web platforms and e-commerce solutions. Reviewers unanimously praised the company, with 100% expressing satisfaction with their services. Clients highlighted their effective project management and responsiveness, as well as their ability to exceed expectations by enhancing initial concepts with valuable design input.
Reviews mention Timely
Clients have expressed a highly positive sentiment regarding Oak.Works' timeliness, noting their outstanding ability to meet deadlines. One client emphasized seamless communication via Slack, stating that Oak.Works promptly informed them of any issues. Additionally, they were commended for their flexibility in adapting to changes in project timelines, with delays attributed solely to the client. Overall, Oak.Works is recognized for their reliability in timely project delivery.-
Website Design & Development for Oral Care Company
5.0 Jul 2, 2020They have an outstanding ability to meet deadlines. We added them to our company Slack, and we communicated seamlessly with them in an ad hoc manner. They let us know as soon as issues came up. Any delays that happened were on our side, not theirs. They worked with us regardless of the changes we made to the project timeline.
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Industry Experience
Oak.Works has demonstrated expertise in the Hospitality & Leisure and Consumer Products industries. Feedback from clients highlights their strengths in developing tailored software solutions, including an all-in-one booking platform and a sophisticated e-commerce site. Clients noted significant improvements in business performance and seamless communication. Overall sentiment reflects a high level of satisfaction, particularly in project management, responsiveness, and design input, making Oak.Works a strong candidate for organizations seeking software development in these sectors.
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Hospitality & leisure Consumer ProductsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive Oak.Works as providing strong value for money, with significant investments yielding positive outcomes. One client noted a $200,000 investment resulted in a 200%-300% increase in business, highlighting the effectiveness of their all-in-one booking platform. Another client, who invested $80,000, praised the team's ability to enhance project ideas beyond expectations. Overall, feedback indicates satisfaction with the cost relative to the quality and impact of the services provided.Was this helpful?
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UndisclosedUndisclosed2 - 9Bratislava, Slovakia
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35% Mobile App Development35% Web Development15% UX/UI Design +1 service15% Web DesignFounded in 2009, ABAFFY DESIGN, s.r.o. Is a mobile app development firm. The company offers Mobile App Development and Web Development, and is small.
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UndisclosedUndisclosed2 - 9Lynchburg, VA
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35% Mobile App Development35% Web Design30% Graphic DesignSmall application development firm Corduroy Beach, is based in Lynchburg, Virginia. The team offers Mobile App Development and Web Design.
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UndisclosedUndisclosed2 - 9Blagoevgrad, Bulgaria
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35% Custom Software Development35% Mobile App Development30% Web DevelopmentBased in Blagoevgrad, Bulgaria, Joomeph Ltd is a software development firm. They provide Custom Software Development and Mobile App Development and were founded in 2000.
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UndisclosedUndisclosed2 - 9
Services provided
35% E-Commerce Development35% Mobile App Development15% Custom Software Development +1 service15% Web DevelopmentEstablished in 2008, Meemba Software SRL is a small app development firm. Their team focuses on Mobile App Development and E-Commerce Development.
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UndisclosedUndisclosed2 - 9Sydney, Australia
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35% Mobile App Development35% Web Development30% E-Commerce DevelopmentSmall web development firm enCloud, is headquartered in Sydney, Australia. The team specializes in Web Development and Mobile App Development.
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UndisclosedUndisclosed2 - 9
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35% Mobile App Development35% Web Development30% Custom Software DevelopmentAt My Apps, a web development firm, was established in 2023. The agency provides Web Development and Mobile App Development, and is small.
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$5,000+$25 - $49 / hr10 - 49
Services provided
30% Mobile App Development25% Blockchain25% E-Commerce Development +2 services10% Low/No Code Development10% Web DesignSee all 6 projectsMeta App Coders is a versatile app development company specializing in custom solutions for diverse sectors, including retail, accounting, and HR. They receive predominantly positive feedback, with 100% of reviewers impressed by their technical expertise, responsiveness, and project delivery timelines. Reviewers note areas for improvement in post-launch support and progress updates.
Reviews mention Unique expertise
Clients have consistently highlighted Meta App Coders' unique expertise in Flutter app development, noting their blend of technical skill and creativity. One client emphasized their ability to deliver a high-quality, cross-platform app that met specific needs while adhering to timelines. Overall, feedback reflects a strong sentiment of satisfaction with their professional approach and adaptability, although some clients suggested improved communication through regular progress updates.-
Mobile App Dev & UX/UI Design for Branding Company
5.0 Nov 28, 2024They offered a unique blend of technical expertise, creativity, and responsiveness, ensuring the app met our specific needs while staying on schedule.
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Industry Experience
Meta App Coders has demonstrated expertise primarily in the Financial Services, Design, and Retail industries. In Financial Services, they excelled in developing CRM solutions and mobile applications that improved operational efficiency and client management. In Design, they showcased technical skills in creating cross-platform mobile applications, enhancing user experience. In Retail, their tailored CRM systems streamlined HR processes, resulting in improved employee engagement. Overall, clients across these industries praised their project management, responsiveness, and innovative solutions.
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Financial services Design RetailWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently noted that Meta App Coders offers good value for money, with one stating it was a 'good value for cost.' They demonstrated strong project management, delivering projects on time and meeting client needs effectively. The overall sentiment reflects satisfaction with the return on investment, as seen in improved operational efficiencies and productivity gains, such as a reported 30% optimization in work processes and a 20% increase in recruitment efficiency.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Services provided
40% Web Development25% Mobile App Development15% AI Development +3 services10% Custom Software Development5% IT Managed Services5% IT Staff AugmentationSee all 33 projectsJetRuby Agency is a versatile software development company specializing in web and mobile application development, cloud infrastructure management, and advanced analytics. Across their reviews, they receive consistently positive feedback for their high-quality deliverables, responsive project management, and ability to integrate deeply with client needs. Approximately 90% of clients commend their alignment with company values and proactive problem-solving approach.
Reviews mention Reliable
Clients consistently describe JetRuby Agency as a reliable partner, particularly highlighting the expertise of their developers in Ruby on Rails. One client noted that the backend system's reliability was critical for their inventory app and praised JetRuby for managing it effectively. Although there have been challenges with project management turnover, the overall sentiment reflects confidence in JetRuby's ability to deliver quality work and support ongoing projects, establishing them as a trusted agency for future collaborations.-
Ruby on Rails Dev & Website Design for Inventory Solution
5.0 Mar 8, 2017They have very experienced developers when it comes to Ruby on Rails. With an inventory app, it’s absolutely critical that the backend system works reliably because of all the data going in and out. I was hesitant to hand the project off because of that, but now I don’t deal with it at all. The team handles it perfectly and they’re improving it.
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Industry Experience
JetRuby Agency has demonstrated expertise across multiple industries, including Financial Services, Software, Information Technology, Education, and Logistics. Clients commend their responsive project management, technical skills, and ability to adapt to specific industry needs. Positive feedback highlights their proficiency in Ruby on Rails, UX design, and effective communication. Overall sentiment is highly favorable, particularly in IT services and Software, indicating JetRuby's capability to deliver tailored solutions across diverse sectors.
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Financial services IT Services Nonprofit Software Information technology Education Logistics & Supply Chain Real estate Wellness & Fitness Utilities Business services Manufacturing Human Resources Arts, entertainment & musicWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive JetRuby Agency as offering good value for money, with several reviews highlighting their competitive pricing and high-quality deliverables. For instance, one client noted that their pricing fit within budget while providing good value, despite acknowledging it as high. Another client emphasized the agency's ability to produce high-quality work, often exceeding expectations, and appreciated the transparency in costs. Overall, sentiment regarding cost-effectiveness is positive, with clients feeling that they received more than what they paid for.Was this helpful?
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$10,000+$25 - $49 / hr10 - 49Miami, FL
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30% Mobile App Development20% Generative AI20% Web Development +3 services10% Custom Software Development10% Low/No Code Development10% Web DesignSee all 12 projectsNetzOptimize Inc. is a versatile software development company specializing in SaaS applications, UI/UX design, and web development. Across multiple reviews, clients highlight their professionalism, responsiveness, and technical expertise, with no negative feedback reported. Approximately 100% of reviewers commend their clear communication and timely delivery, underscoring the company's commitment to quality and client satisfaction.
Reviews mention Flexible
Clients have expressed high satisfaction with NetzOptimize Inc.'s flexibility, particularly noting their proactive approach in understanding user needs and providing tailored recommendations. One client highlighted their impressive adaptability, stating, "Their commitment to understanding user needs was truly commendable," while another mentioned, "From budget to change - they worked with us every step of the way." Overall, the sentiment regarding flexibility is overwhelmingly positive, with clients appreciating the team's innovative solutions and collaborative spirit.-
Cross-Platform Dev & Design for TravelTech Startup
5.0 Feb 26, 2024The flexibility and innovation of this team was most impressive. It's one thing to simply 'do what is being asked'; it's another to provide recommendations based on past experience and user needs. Their commitment to understanding user needs was truly commendable. I cannot praise this project team enough for their exceptional flexibility and innovation.
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Industry Experience
NetzOptimize Inc. has garnered positive feedback across various industries, including Legal, Business Services, Real Estate, Information Technology, Software, and Advertising & Marketing. Clients consistently highlight their professionalism, timely delivery, and strong communication skills. They excel in developing tailored software solutions, UI/UX design, and complex website functionalities, indicating a robust capacity for delivering results. Overall sentiment remains highly favorable, making NetzOptimize a suitable choice for organizations seeking expertise in technology-driven projects.
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Legal Business services Real estate Information technology Software Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise NetzOptimize Inc. for their competitive pricing and excellent value for money. Multiple reviews highlight that the company's pricing aligns well with client budgets, with one client noting it was a key reason for their selection. The overall sentiment reflects satisfaction with the quality of work delivered relative to costs, with remarks on the company's professionalism and timely delivery of projects, further reinforcing the perception of good value.Was this helpful?
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$10,000+$25 - $49 / hr10 - 49Austin, TX
Services provided
40% AR/VR Development30% Mobile App Development15% IT Staff Augmentation +1 service15% Video ProductionSee all 7 projectsAlgoryte is a versatile development company specializing in mobile game development, AR/VR solutions, and 3D modeling. With a 100% positive feedback rate across reviews, clients commend their exceptional project management, timely delivery, and adept communication. Reviewers frequently highlight their strong development skills and effective collaboration, with 70% mentioning their outstanding customer service and communication.
Reviews mention Communicative
Algoryte has received consistently positive feedback regarding their communication skills. Clients highlighted the team's ability to maintain clear and effective communication throughout projects, with specific mentions of using tools like Discord and Google Meet for updates and meetings. One client noted the elegance of their developer's communication, stating that he could effectively engage without needing higher management present. Overall, clients felt that Algoryte's communicative approach significantly contributed to smoother project management and collaboration.-
Game Development for Mobile Games Company
5.0 May 27, 2024Moreover, we communicate about deliverables with ClickUp and talk on Discord and Google Meet. If it’s a small issue, we use a Discord server, similar to how we’d use Slack, but Discord is free. Additionally, they give us updates with pictures every week, using Google Meet for our weekly meetings. What I find sometimes with outsourcing studios is that they might have an excellent executive team that communicates well, but it’s rare to have developers who can speak like that. With Algoryte, our most recent developer can hold his own conversation.
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Character Design & Game Development for Company Owner
5.0 Mar 20, 2024We communicated initially via Facebook and then via Discord since it's hard to have meetings simultaneously because we have a 10-hour time difference. Algoryte is communicative when they have issues and constantly communicates with me. He didn't have to do that and could've just waited to answer me on Monday or during regular business hours. But instead, he called me, which stood out for me.
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3D Animated Video Production for Business Consulting Company
5.0 Mar 1, 2024We communicated with Algoryte via Zoom meetings, WhatsApp, and Upwork. Algoryte's project management and communication were excellent. The final product was outstanding, and the video worked smoothly. I recommend customers allow Algoryte to guide them through their process because they brought their team to our first meetings so they could ask questions about the project directly.
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AR/VR Development for Game Development Company
5.0 Jan 25, 2024Noman was assigned on the job; he is above and beyond managing different tasks and responsibilities and cascading them through clear and proper communication methods. Their understanding of the requirements. They just needed small guidance; they nailed our requirements in a very nice way.
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AR/VR Development for VR Education Company
5.0 Jan 18, 2024Milestones were developed and hit each time. Response was within 8 hours each time. Their great communication aligned with their customer service.
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Industry Experience
Algoryte has demonstrated strong expertise across various industries, including Gaming, Manufacturing, Consumer Products, and Energy & Natural Resources. Feedback highlights their proficiency in mobile game development, 3D design, and AR/VR solutions, with clients praising their communication, project management, and quality of work. Overall sentiment is highly positive, notably within Gaming and Manufacturing, making Algoryte an excellent fit for clients seeking reliable, innovative solutions in these sectors.
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Gaming Other Industry Manufacturing Consumer Products Energy & natural resourcesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Algoryte has received positive feedback regarding its cost and value for money. Clients have noted that the company's pricing is reasonable, with one stating, 'Algoryte is great at a very reasonable price,' and another highlighting their flexibility with budgets. Overall, clients expressed satisfaction with the quality of work delivered, often considering it above average compared to competitors. The consistent sentiment is that Algoryte provides excellent service and high-quality results relative to the costs incurred.Was this helpful?
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$5,000+$100 - $149 / hr10 - 49Jeddah, Saudi Arabia
Services provided
30% Mobile App Development30% Web Development15% Pay Per Click +3 services10% Search Engine Optimization10% Social Media Marketing5% LogoDot Connect "Web Solution" is a small mobile app development firm launched in 2008. Their services include Mobile App Development and Web Development.
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UndisclosedUndisclosed10 - 49Cairo, Egypt
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30% Mobile App Development30% Web Design10% Branding +3 services10% Event Marketing10% IT Managed Services10% Social Media MarketingMobile application development firm Tech Village was launched in 2011. The small team provides Mobile App Development and Web Design.
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UndisclosedUndisclosed10 - 49London, England
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40% AR/VR Development30% Mobile App Development30% Video ProductionMedical Realities, a small AR/VR development company, is in London, England. The team provides AR/VR development and Mobile App Development.
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UndisclosedUndisclosed10 - 49Waltham, MA
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40% AR/VR Development30% Mobile App Development30% Web DevelopmentPhoton Bounce is an AR/VR development company founded in 1999. The team specializes in AR/VR development and Mobile App Development and is headquartered in Waltham, Massachusetts.
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UndisclosedUndisclosed10 - 49Regina, Canada
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35% Cloud Consulting & SI30% Mobile App Development25% Custom Software Development +1 service10% Web DesignOmnilogic Systems is a software development company. They were established in 1991 and provide Custom Software Development and cloud consulting & SI.
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$1,000+Undisclosed10 - 49
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40% IoT Development35% Custom Software Development20% Mobile App Development +1 service5% Web DevelopmentSauce - App and IoT Development Agency is a Kingston upon Hull, England-based IoT development company. They offer IoT development and Custom Software Development and were launched in 2016.
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UndisclosedUndisclosed10 - 49Glenroy, Australia
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30% E-Commerce Development30% Mobile App Development30% Web Design +1 service10% Search Engine OptimizationWeb design company Pixel Design was launched in 2010. The team specializes in Web Design and Mobile App Development.
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UndisclosedUndisclosed10 - 49Granada, Spain
Services provided
30% Mobile App Development20% E-Commerce Development20% Social Media Marketing +2 services15% BI & Big Data Consulting & SI15% BlockchainApp development company intelligenia was launched in 2008. The team offers Mobile App Development and Social Media Marketing and is in Granada, Spain and Miami, Florida.
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$5,000+$25 - $49 / hr10 - 49
Services provided
15% Custom Software Development15% Web Development10% Application Management & Support +6 services10% Digital Strategy10% E-Commerce Development10% IT Managed Services10% Mobile App Development10% Other Application Development10% Search Engine OptimizationMALtech Technology is a custom software development firm established in 2018. The agency focuses on Custom Software Development and Web Development, and is small.
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UndisclosedUndisclosed10 - 49
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40% API Development30% Mobile App Development20% Web Development +1 service10% E-Commerce DevelopmentUuhuw Software House is an API Development company headquartered in Orlando, Florida. They specialize in API Development and Mobile App Development and were established in 2015.
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UndisclosedUndisclosed10 - 49
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10% Content Marketing10% Digital Strategy10% Email Marketing +7 services10% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentTechanvi Solutions is a New Delhi, India-based Digital Strategy company. They focus on Digital Strategy and Social Media Marketing and were established in 2021.
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UndisclosedUndisclosed10 - 49
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30% Blockchain30% Mobile App Development20% E-Commerce Development +1 service20% UX/UI DesignMuus Collective is a mobile app development company established in 2021. The firm provides Mobile App Development and Blockchain.
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$25,000+Undisclosed10 - 49
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25% Web Development20% Custom Software Development15% Mobile App Development +4 services10% Application Management & Support10% Digital Strategy10% Search Engine Optimization10% UX/UI DesignBased in New Albany, Ohio, Buckeye Innovation is a web development company. Their services include Web Development and Custom Software Development.
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$5,000+$50 - $99 / hr10 - 49
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10% Custom Software Development10% E-Commerce Development10% Email Marketing +7 services10% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentHood INT is a social media marketing firm. They provide Social Media Marketing and Email Marketing and are located in Buenos Aires, Argentina.
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$5,000+$25 - $49 / hr50 - 249Petaling Jaya, Malaysia
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25% Mobile App Development25% UX/UI Design15% Custom Software Development +5 services10% Web Design10% Web Development5% AI Development5% Application Management & Support5% E-Commerce DevelopmentSee all 8 projectsHonest Tech Guys is a versatile technology solutions provider specializing in mobile app development, digital marketing, and e-commerce platform enhancements. Client feedback highlights the company's innovation, adaptability, and commitment to meeting business needs, with over 80% of reviewers praising their responsiveness and flexibility. While generally positive, some reviews suggest improvements in testing phases and proactive issue management.
Industry Experience
Honest Tech Guys has demonstrated expertise across multiple industries, including Telecommunications, Supply Chain, Information Technology, Consumer Products & Services, and Beauty & Cosmetics. Feedback highlights their strengths in mobile app development, system integration, and website enhancement, with a focus on flexibility, innovation, and timely delivery. Clients appreciate their proactive communication and responsiveness. Overall sentiment is positive, particularly in Telecommunications and Beauty & Cosmetics, making them a strong candidate for projects in these sectors.
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Telecommunications Supply Chain, Logistics, and Transport Information technology Consumer products & services Beauty & CosmeticsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlighted Honest Tech Guys' competitive pricing and overall value for money, noting that their costs fit within budget constraints. One client stated, 'Pricing fit our budget,' while another emphasized 'good value for cost.' The company's responsiveness and ability to meet project deadlines further contributed to positive sentiments regarding their financial offerings. Overall, clients expressed satisfaction with the return on investment and the quality of services received.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249Dubai, United Arab Emirates
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25% Mobile App Development10% AR/VR Development10% Custom Software Development +7 services10% IoT Development10% Low/No Code Development10% Web Design10% Web Development5% Application Management & Support5% Application Testing5% Enterprise App ModernizationSee all 22 projectsCMOLDS is a mobile app development company known for designing and developing complex, user-friendly applications across various industries. Their clients highlight the company's professionalism, technical expertise, and ability to adapt to evolving project needs. About 85% of reviewers praise CMOLDS for their responsiveness and ongoing support, noting project managers like Safwan and Abdul for exceptional communication. While the company excels in delivering tailored solutions, 15% of reviewers suggest improvements in communication tools and proactive timeline management. Overall, CMOLDS is highly recommended for its collaborative approach and commitment to client satisfaction.
Reviews mention Efficient
Clients have expressed a highly positive sentiment regarding CMOLDS' efficiency in project execution. One CEO noted their 'quick turnarounds' and 'seamless' workflow, highlighting the team's consistent availability and competent task handling. The flexible payment schedule and straightforward development process were also appreciated, indicating a streamlined approach to collaboration. Overall, the feedback underscores CMOLDS' effectiveness in delivering projects in a timely manner without compromising quality.-
App Development for Wedding Vendor Industry
5.0 Oct 24, 2018The team is always available and competently handles each task. Their quick turnarounds are seamless.
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1 of 2 reviews are 5 stars$10,000 – $49,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Recent reviews of CMOLDS reflect a strong overall sentiment, highlighting their professionalism and technical expertise. Clients commend the team for their responsiveness and adaptability, particularly in managing changing requirements. Notably, one client praised Abdul's guidance and attention to detail, leading to a polished final product. However, some feedback suggests improvements in communication tools for better project visibility. Overall, CMOLDS is recognized as a reliable partner for app development, with a commitment to client satisfaction.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight CMOLDS' competitive pricing and excellent value for money. One client noted that their pricing fit their budget while providing good value compared to other agencies. Another emphasized the reasonable cost relative to the high quality of work delivered, stating it was a standout feature. Overall, the sentiment is positive, with clients appreciating the combination of affordability and quality, making CMOLDS a recommended choice for app development projects.Was this helpful?
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$1,000+< $25 / hr50 - 249Jaipur, India
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35% IoT Development25% Custom Software Development25% Mobile App Development +2 services10% Computer Engineering5% Back Office OutsourcingSee all 5 projectsDARK BEARS is a versatile web development company offering services in website design, development, software engineering, and SEO. The reviews indicate a positive overall experience, highlighting effective communication, responsiveness, and impressive project management. Approximately 100% of reviewers noted their professionalism and dedication to meeting client demands, with suggestions for improvement primarily related to aligning working hours.
Reviews mention Flexible
Clients have expressed high satisfaction with DARK BEARS' flexibility, particularly in communication and payment arrangements. One client noted their impressive responsiveness, stating, "Dark Bear Web Solutions is a lot more flexible" compared to previous developers. This adaptability contributed to a seamless collaboration, allowing for ongoing design iterations and updates. Overall, the sentiment regarding flexibility is overwhelmingly positive, with no negative feedback reported.-
Frontend/backend Development for Social Media Mobile App
5.0 Mar 10, 2017I have worked with other developers before, and Dark Bear Web Solutions is a lot more flexible. As far as payments go, they’ll definitely work with you.
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Industry Experience
DARK BEARS has demonstrated expertise primarily in the Information Technology sector, where they have successfully revamped websites for e-commerce and technology service providers, enhancing user experience and site functionality. Their strengths lie in responsive communication, project management, and the integration of complex systems, as noted by clients. Additionally, they have ventured into the Arts, Entertainment & Music sector, linking websites to ERP systems, thus improving operational efficiency. Overall, client feedback indicates a positive sentiment towards their adaptability and service quality across these industries.
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Information technology Arts, entertainment & musicWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Dark Bears' strong value for money, noting their competitive pricing relative to the quality of work provided. One client invested over $30,000 and expressed high satisfaction with the project's outcomes and communication. Another client, who spent over $25,000, praised their responsiveness and effective project management. Overall, feedback indicates that Dark Bears delivers quality services that justify their costs, with many clients expressing intent to re-engage for future projects.Was this helpful?
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$1,000+$100 - $149 / hr50 - 249Allen, TX
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30% Web Development25% Mobile App Development15% Graphic Design +3 services10% AR/VR Development10% Logo10% Video ProductionSee all 3 projectsBMyBrand offers website design, development, and social media marketing services. The overall feedback indicates high professionalism, creativity, and attention to detail, with notable project management and timely delivery. Clients appreciate their ability to transform visions into effective, aesthetically pleasing websites and commend their proactive problem-solving approach and excellent communication.
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$10,000+$25 - $49 / hr50 - 249Kyiv, Ukraine
Services provided
50% Blockchain25% Mobile App Development15% Web Development +1 service10% AR/VR DevelopmentSee all 13 projectsEJaw Games is a comprehensive game development company known for its creative and technical expertise, providing services from game design to web and mobile app development. The reviews indicate a predominantly positive experience, with approximately 90% of clients praising their project management and technical proficiency. A recurring theme in 70% of the feedback is their ability to deliver on time and maintain effective communication, although some suggest improvements in initial requirement gathering and communication frequency.
Reviews mention Proactive
Clients have consistently praised EJaw Games for their proactive approach throughout project execution. One client highlighted that every team member was 'very proactive and fruitful,' ensuring effective communication with daily and weekly feedback. This sentiment reflects an overall appreciation for the team's engagement and responsiveness, which contributed significantly to meeting project deadlines and enhancing collaboration.-
Mobile Game Development for Software Development Firm
5.0 Jan 19, 2023Every member of their team was very proactive and fruitful. They were always in touch and provided daily and weekly feedback, demonstrating their commitment to maintaining clear communication throughout the project.
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Industry Experience
EJaw Games has demonstrated expertise primarily in the gaming industry, delivering projects ranging from full-cycle game development to 2D art creation. Clients commend their creativity, technical proficiency, and project management capabilities, noting timely delivery and effective communication. Additionally, they have successfully ventured into education and business services, creating e-learning platforms and mobile applications, respectively. Overall sentiment across industries reflects a strong positive impact, positioning EJaw Games as a valuable partner for gaming and related sectors.
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Gaming Education Business services Software Arts, entertainment & musicWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight EJaw Games' strong value for cost, noting that their pricing fits budgets while delivering high-quality work. One CEO praised EJaw for their 'good value for cost' and timely project delivery. Another client emphasized that the project did not exceed the initial budget, alleviating initial concerns. Overall, the sentiment reflects satisfaction with the financial investment relative to the quality and outcomes achieved.Was this helpful?
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$25,000+$50 - $99 / hr50 - 249Islamabad, Pakistan
Services provided
25% IoT Development25% Mobile App Development25% Web Development +2 services15% Custom Software Development10% AR/VR DevelopmentSee all 12 projectsDPL is a versatile software development company specializing in creating web and mobile applications, as well as providing cloud and backend solutions. Overall, the feedback from their reviews is highly positive, with clients praising their project management, responsiveness, and ability to deliver complex solutions on time. Approximately 90% of reviewers highlighted DPL's strong communication skills and flexibility in handling project requirements, while some noted pricing as an area for potential improvement.
Reviews mention Professional
DPL has received consistently positive feedback regarding their professionalism throughout various projects. Clients praised their ability to communicate expectations clearly and meet deadlines, with one noting their 'patient' and 'warm energy' during collaboration. Another client highlighted DPL's thoroughness in delivering high-quality, bug-free products. While some suggested improvements in project management and responsiveness, the overall sentiment reflects a strong appreciation for DPL's professional approach and commitment to client satisfaction.-
Web & Mobile App Dev for Nonprofit Campaign
5.0 Feb 17, 2020DPL was highly professional and focused on consistently meeting deadlines. They were patient with our hyper-focused team, providing positive, engaging, and warm energy. We gave them very time-sensitive, specific challenges, and DPL met each of them.
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Backend Development of Online Banking Plaform
4.5 Dec 6, 2019Their thorough research and work impressed me, as well as the highly professional, tested, and bug-free deliverable. It’s rare for them to miss something and leave an issue in the product launch. They’re a professional firm with high standards of staff available and a very healthy working environment.
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Development for Payment Devices Management Platform
4.0 Nov 22, 2019They were professional, and on the whole, it was quite a smooth process. We were regularly creating content, and testing it. Because they were so good at managing their sprints and their agile methodology, it actually meant that the estimated cost that we put together was spot-on. We had a good relationship, and if there were escalations, everyone came to the table and things got addressed professionally and efficiently.
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Industry Experience
DPL demonstrates strong expertise across various industries, including Advertising & Marketing, Business Services, Software, Transportation, Agriculture, Healthcare, IT Services, Nonprofit, and Financial Services. Clients praise their efficient project management, responsiveness, and ability to deliver quality solutions tailored to specific challenges. Overall sentiment is highly positive, with notable strengths in communication, technical skills, and stakeholder engagement, making DPL a suitable partner for a diverse range of projects.
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Advertising & marketing Business services Software Transportation Agriculture Healthcare IT Services Nonprofit Financial services Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise DPL for providing good value for cost, noting that their pricing fits budgets while delivering quality results. For instance, one client highlighted that DPL's services were selected due to their affordability and high ratings. Another client mentioned the need for improved pricing, indicating that while the value is recognized, there is room for enhancement. Overall, feedback reflects a positive sentiment regarding DPL's cost-effectiveness and the quality of their deliverables.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249New Delhi, India
Services provided
25% Mobile App Development15% AR/VR Development10% AI Consulting +5 services10% AI Development10% Blockchain10% Custom Software Development10% IT Staff Augmentation10% Web DevelopmentSee all 9 projectsRed Apple Technologies Red Apple Technologies is a game development company specializing in mobile and web applications, platform development, and game art. They have received overwhelmingly positive feedback, with over 90% of reviewers highlighting their exceptional project management and timely delivery. Clients appreciate their professional communication and proactive approach, with specific commendations for their artwork and engineering teams. Some reviews suggest strengthening their development team for even better outcomes.
Reviews mention Timely
Red Apple Technologies consistently receives positive feedback regarding their timeliness in project delivery. Clients noted that all deadlines were met, with one reviewer highlighting the 'timely delivery of games and game art.' Another client emphasized the team's responsiveness and ability to communicate project progress efficiently. Overall, the sentiment surrounding timeliness is highly favorable, indicating a strong commitment to meeting client expectations.-
Animated Mobile Game Dev for Tech, Animation & Gaming Co
5.0 Aug 6, 2024Red Apple Technologies was highly cooperative and competent. All deadlines delivered on time. Very cooperative.
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Mobile App & Web Design & Development for SaaS Company
5.0 Jul 30, 2024Team was responsive and delivered on time. Successful beta launch and test program.
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Game Development for Gaming Company
5.0 Jul 16, 2024They deliver on time. Good.
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Mobile Game Dev & Graphic Design for Mobile Gaming Company
5.0 Jul 30, 2024The timely delivery of games and timely delivery of game art and animation were significant measurable outcomes from the project, demonstrating their commitment to meeting deadlines. The communication was efficient, and the project progress was made known to us through emails and slack channels on a timely basis. The Red Apple team ensured any issue that arose was taken care of in a timely manner.
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Industry Experience
Red Apple Technologies has demonstrated expertise across various industries, including Telecommunications, Healthcare, Information Technology, Media, Gaming, and Software. Industry feedback highlights their strengths in game development, project management, and customer engagement. Clients commend their ability to deliver high-quality products, meet deadlines, and maintain effective communication. Overall sentiment is positive, with clients noting their professionalism and proactive approach, making them a suitable partner for projects in these sectors.
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Information technology Telecommunications Healthcare Media Gaming SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Red Apple Technologies consistently receives positive feedback regarding their cost and value for money. Clients appreciate their competitive pricing, with one stating, 'Red Apple Technologies gave us the best quote.' Another remarked on their 'good value for cost,' highlighting that their budget fit well. Overall, clients express satisfaction with the quality of work delivered relative to the investment, often noting timely delivery and effective project management that enhances perceived value.Was this helpful?
More responsive than most other service providers
Get in TouchRed Apple Technologies is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$1,000+< $25 / hr50 - 249Indore, India
Services provided
25% Custom Software Development25% IT Staff Augmentation25% Mobile App Development +3 services10% CRM Consulting and SI10% Web Design5% ERP Consulting and SISee all 1 projectsHire Developer is a versatile software development company specializing in AI, mobile apps, DevOps, and web solutions. Reviews reflect an overwhelmingly positive sentiment, with approximately 100% of clients praising their project management, communication, and adherence to timelines. Key themes include their customer-centric approach, quality of work, and effective cost management, making them a reliable partner for diverse technological needs.
Reviews mention Reliable
Clients have expressed a high level of satisfaction with Hire Developer's reliability, noting their strong adherence to deadlines and proactive communication. One client highlighted the team's timely delivery of key milestones, which ensured the project remained on track. Additionally, the company's commitment to quality and attention to detail were praised, with clients appreciating their responsiveness to evolving needs. Overall, the sentiment reflects a dependable partner capable of delivering successful outcomes.-
Mobile App Dev & UX/UI Design for Online Education Company
5.0 Aug 21, 2024The project was managed with a strong focus on meeting deadlines. Key milestones were consistently delivered on time, ensuring that the project stayed on track and met the agreed-upon timelines. The team was highly responsive to our needs, maintaining open and clear communication throughout the project. Any changes or adjustments were handled efficiently, with prompt updates and solutions provided whenever needed. Overall, the project management was effective, ensuring that our needs were met and that the project was delivered successfully without delays.
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Industry Experience
Hire Developer has demonstrated significant expertise in the Education sector, specifically in eLearning applications. Clients praised their ability to deliver user-friendly, engaging apps on time, marked by a 45% increase in user registrations and high engagement rates. Their strengths include strong project management, adaptability to client needs, and a proactive problem-solving approach. Overall sentiment in the Education industry is highly positive, indicating that Hire Developer is well-suited for projects within this field.
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EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have praised the company for providing good value for money, with one client highlighting that the pricing fit their budget while delivering a quality product. Overall sentiment indicates satisfaction with the cost relative to the services received, as evidenced by the commitment to quality and timely delivery, which contributed to a successful project outcome.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249New York, NY
Services provided
40% IT Staff Augmentation30% Mobile App Development20% AI Development +1 service10% Web DevelopmentSee all 1 projectsAsynchron Labs specializes in building websites and mobile applications, offering services that cater to the fast fashion industry as demonstrated by their work with Luxero. Overall, clients appreciate their ability to quickly grasp project requirements and suggest valuable improvements, although there is a noted opportunity for enhancing project speed.
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UndisclosedUndisclosed50 - 249Burlington, MA
Services provided
25% Custom Software Development25% IoT Development25% Mobile App Development +1 service25% Web DevelopmentHopeRun Technology Corporation is a custom software development firm in Burlington, Massachusetts. Launched in 2010, the team focuses on Custom Software Development and IoT development.
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UndisclosedUndisclosed50 - 249Portland, OR
Services provided
50% E-Commerce Development25% Mobile App Development25% Web DevelopmentK3G Solutions is a Portland, Oregon-based e-commerce development firm. They focus on E-Commerce Development and Mobile App Development and were founded in 2010.
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UndisclosedUndisclosed50 - 249Doha, Qatar
Services provided
25% E-Commerce Development25% Mobile App Development25% Web Design +2 services15% Custom Software Development10% AR/VR DevelopmentQ-Mobile is a Doha, Qatar-based e-commerce development firm. The team specializes in E-Commerce Development and Mobile App Development.
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$1,000+$25 - $49 / hrFreelancerNoida, India
Services provided
25% AR/VR Development20% Web Development10% Digital Strategy +5 services10% Mobile App Development10% Search Engine Optimization10% UX/UI Design10% Web Design5% AdvertisingOmginet, an AR/VR development company, was launched in 2017. The small team offers AR/VR development and Web Development.
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$1,000+$50 - $99 / hrFreelancerLahore, Pakistan
Services provided
50% Web Development20% Custom Software Development20% E-Commerce Development +1 service10% Mobile App DevelopmentWebsite development firm MindsMind was launched in 2020. The company offers Web Development and Custom Software Development, and is small.
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UndisclosedUndisclosed50 - 249Xia Men Shi, China
Services provided
25% Custom Software Development25% Mobile App Development25% Product Design +1 service25% Web DevelopmentFujian Liuqijiu Network Technology Co., Ltd., a Product Design company, is located in Xia Men Shi, China. They provide Product Design and Custom Software Development and were established in 2018.
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$10,000+$50 - $99 / hr50 - 249Germasogeia, Cyprus
Services provided
45% Custom Software Development15% AI Development15% Mobile App Development +3 services10% Other Application Development10% Web Development5% Application TestingLaunched in 2021, Olbo Limited is a custom software development company. The team offers Custom Software Development and Mobile App Development.
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$10,000+$25 - $49 / hr50 - 249Noida, India
Services provided
20% Application Testing20% Mobile App Development20% UX/UI Design +2 services20% Web Design20% Web DevelopmentZibal Technologies Pvt Ltd is a web design agency. The team focuses on Web Design and UX/UI Design and is in Noida, India.
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$1,000+< $25 / hr50 - 249Riverview, FL
Services provided
35% IT Staff Augmentation20% Custom Software Development15% Web Development +5 services10% Mobile App Development5% API Development5% Cloud Consulting & SI5% IT Strategy Consulting5% Microservices Architecture ServicesIT staff augmentation company NDEVELOPER LLC was launched in 2005. The midsize team specializes in IT staff augmentation and Custom Software Development.
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UndisclosedUndisclosed50 - 249Watford, England
Services provided
25% Custom Software Development25% E-Commerce Development25% IT Managed Services +1 service25% Mobile App DevelopmentSUYOG COMPUTECH is an IT managed services company. The Watford, England-based team provides IT managed services and Custom Software Development.
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UndisclosedUndisclosed50 - 249Karachi, Pakistan
Services provided
25% Digital Strategy25% E-Commerce Development25% Mobile App Development +1 service25% Web Development82 Solutions is a Digital Strategy company. They are located in Karachi, Pakistan. Their team focuses on Digital Strategy and Web Development.
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Focus accounts for a company’s specialization within a certain service.
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Ability to Deliver considers three criteria:
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List of the Top 15 Consumer Application Developers
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$5,000+$25 - $49 / hr250 - 999Surry Hills, Australia
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
500% Mobile App Development -
$25,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
550% Mobile App Development -
$25,000+$150 - $199 / hr50 - 249Grand Rapids, MI
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
500% Mobile App Development -
$25,000+$25 - $49 / hr50 - 249Limassol, Cyprus
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
500% Mobile App Development -
$50,000+$50 - $99 / hr50 - 249Agoura Hills, CA
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
500% Mobile App Development -
$5,000+$25 - $49 / hr250 - 999Jaipur, India
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
600% Mobile App Development -
$10,000+$50 - $99 / hr250 - 999Greenville, SC
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
600% Mobile App Development -
$50,000+$25 - $49 / hr250 - 999San Francisco, CA
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
500% Mobile App Development -
$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
500% Mobile App Development -
$5,000+< $25 / hr50 - 249Jaipur, India
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
600% Mobile App Development -
$25,000+$25 - $49 / hr50 - 249Warszawa, Poland
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
600% Mobile App Development -
$10,000+$50 - $99 / hr50 - 249Denver, CO
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
600% Mobile App Development -
$25,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
800% Mobile App Development -
$25,000+$25 - $49 / hr250 - 999Irving, TX
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
300% Mobile App Development -
$1,000+$50 - $99 / hr10 - 49Philadelphia, PA
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
800% Mobile App Development -
$5,000+$25 - $49 / hr50 - 249Jaipur, India
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
500% Mobile App Development -
$25,000+$50 - $99 / hr50 - 249Hollywood, FL
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
600% Mobile App Development -
$10,000+$50 - $99 / hr50 - 249Kuala Lumpur, Malaysia
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
600% Mobile App Development -
$25,000+$50 - $99 / hr10 - 49Atlanta, GA
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
650% Mobile App Development -
$25,000+$50 - $99 / hr50 - 249Dubai, United Arab Emirates
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
550% Mobile App Development -
$5,000+$25 - $49 / hr50 - 249Cluj-Napoca, Romania
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
500% Mobile App Development -
$100,000+$100 - $149 / hr50 - 249Prague, Czech Republic
Ability to deliver
39.2/40.019.4/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
500% Mobile App Development -
$10,000+$50 - $99 / hr50 - 249Montevideo, Uruguay
Ability to deliver
39.2/40.020/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
750% Mobile App Development -
$25,000+$50 - $99 / hr50 - 249Cluj-Napoca, Romania
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
450% Mobile App Development -
$25,000+$50 - $99 / hr50 - 249Karlín, Czech Republic
Ability to deliver
39/40.019.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
600% Mobile App Development -
$10,000+$25 - $49 / hr50 - 249Indore, India
Ability to deliver
38.9/40.019.6/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
600% Mobile App Development -
$10,000+Undisclosed10 - 49Rockville, MD
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
500% Mobile App Development -
Undisclosed$25 - $49 / hr250 - 999Dubai, United Arab Emirates
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
400% Mobile App Development -
$10,000+$25 - $49 / hr250 - 999San Francisco, CA
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
250% Mobile App Development -
$75,000+$50 - $99 / hr50 - 249Wrocław, Poland
Ability to deliver
38.6/40.018.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
800% Mobile App Development
Latest Consumer Mobile App Articles
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Top Consumer App Development Agencies
A consumer app development company designs, builds, tests, and launches mobile applications aimed at the general public. Teams typically handle the full product lifecycle from market research, UX/UI design, native or cross-platform coding, backend integration, QA, and post-launch updates. Their goal is to deliver an app that’s intuitive, performant, and scalable so businesses can attract and retain users.
Common service offerings include:
- Product discovery workshops & MVP scoping
- iOS, Android, and cross-platform development
- UX/UI design and prototyping
- Backend architecture and API development
- App store optimization (ASO) and launch support
- Ongoing maintenance, feature iterations, and analytics integration
Some firms also bundle related services like branding, IoT connectivity, or growth marketing.
Budgets vary widely. On Clutch, small MVPs often start around $30,000–$75,000, while feature-rich consumer apps can reach $150,000–$500,000+. Hourly rates range from $40–$150 depending on region, seniority, and tech complexity. Always request detailed proposals that break down discovery, design, development, and maintenance phases to avoid scope creep.
- Verify domain expertise and look for case studies of similar B2C products.
- Read Clutch reviews to gauge communication style and reliability.
- Assess technical fit, ask about preferred languages, frameworks, and QA processes.
- Compare pricing models (fixed bid vs. time-and-materials) against your risk tolerance.
- Conduct a discovery call to judge cultural alignment and transparency.
- Guaranteed app-store rankings or overnight success claims
- Vague proposals with few milestones or deliverables
- Limited portfolio or no live apps you can download
- Poor communication cadence or reluctance to share project management tools
- Unwillingness to provide source code or IP ownership terms
- Which similar consumer apps have you launched, and what were the results?
- Who will be on my project team, and what are their roles?
- How do you handle user testing and iteration cycles?
- What security and compliance standards do you follow?
- How will we measure success after launch?
- What is your warranty or support policy post-deployment?
Freelancers are cost-effective for small, well-scoped features but may lack bandwidth for end-to-end delivery. Agencies provide a multidisciplinary team including strategists, designers, engineers, and QA specialists that can scale with your roadmap and offer long-term support.
They track metrics like user acquisition cost (UAC), retention rate, lifetime value (LTV), in-app conversion rates, and app store ratings. Many integrate analytics platforms (Firebase, Mixpanel, Amplitude) to provide real-time dashboards and data-driven optimization.
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