Top Consumer App Developers
20,285 Companies
List of the Top Consumer Application Developers
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UndisclosedUndisclosed10 - 49Ar Rayyan, Qatar
Services provided
25% Mobile App Development25% Social Media Marketing25% Web Design +1 service25% Web DevelopmentFuego Digital Media is a mobile application development firm. They are located in Ar Rayyan, Qatar and have small team. They offer Mobile App Development and Social Media Marketing.
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UndisclosedUndisclosed10 - 49Toledo, OH
Services provided
20% Call Center Services20% Custom Software Development20% Mobile App Development +3 services20% Web Development10% Business Consulting10% LogoLaunched in 2012, Elosophy, a small software development company, is based in Toledo, Ohio. Their services include Custom Software Development and Call Center Services.
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UndisclosedUndisclosed10 - 49Greensboro, NC
Services provided
25% Custom Software Development25% IT Managed Services25% Mobile App Development +1 service25% Web DevelopmentBiznetz-Serveon, a custom software development firm, was founded in 1989. The small team offers Custom Software Development and IT managed services.
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UndisclosedUndisclosed10 - 49Brno Zabovresky, Czech Republic
Services provided
40% Web Design35% Web Development25% Mobile App DevelopmentFounded in 2009, NetWings s.r.o., a small web design agency, is in Brno Zabovresky, Czech Republic. Their team provides Web Design and Web Development.
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UndisclosedUndisclosed10 - 49Bogotá, Colombia
Services provided
25% Cloud Consulting & SI25% Custom Software Development25% Mobile App Development +2 services15% Corporate Training & Coaching10% Web DesignItehl Digital Technology Solutions is a Bogotá, Colombia-based custom software development company. Established in 2006, the team provides Custom Software Development and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Cundinamarca, Colombia
Services provided
15% Content Marketing15% Email Marketing15% Mobile App Development +4 services15% Search Engine Optimization15% Social Media Marketing15% Web Development10% Web DesignA&D Marketing Solutions is a Content Marketing company located in Cundinamarca, Colombia. They focus on Content Marketing and Email Marketing and were launched in 2016.
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UndisclosedUndisclosed10 - 49London , England
Services provided
25% Mobile App Development25% Search Engine Optimization25% Web Design +1 service25% Web DevelopmentApp development company Sova Infotech Ltd was established in 2011. The firm specializes in Mobile App Development and Search Engine Optimization.
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UndisclosedUndisclosed10 - 49Keynes, England
Services provided
25% Digital Strategy25% Mobile App Development25% Web Design +1 service25% Web DevelopmentTechradius Ltd. Is a Keynes, England-based Digital Strategy company. They provide Digital Strategy and Mobile App Development.
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UndisclosedUndisclosed10 - 49London , England
Services provided
25% Digital Strategy25% Mobile App Development25% Web Design +1 service25% Web DevelopmentKingdom London is a Digital Strategy company. Their team is in London , England. The firm offers Digital Strategy and Mobile App Development.
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UndisclosedUndisclosed10 - 49Manchester , England
Services provided
25% Digital Strategy25% Mobile App Development25% Web Design +1 service25% Web DevelopmentDigital Strategy company Webzesty is located in Manchester , England. They offer Digital Strategy and Mobile App Development and were founded in 2014.
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UndisclosedUndisclosed10 - 49Manchester, England
Services provided
25% Digital Strategy25% Mobile App Development25% Web Design +1 service25% Web DevelopmentD2 Digital is a Digital Strategy company. Launched in 1994, the team provides Digital Strategy and Mobile App Development. The firm is located in Manchester, England.
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UndisclosedUndisclosed10 - 49Manchester, England
Services provided
25% Content Marketing25% Mobile App Development25% Social Media Marketing +1 service25% Web DevelopmentModern English Digital Ltd is a small Manchester, England-based Content Marketing company. Their services include Content Marketing and Mobile App Development.
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UndisclosedUndisclosed10 - 49Milwaukee, WI
Services provided
25% BI & Big Data Consulting & SI25% Custom Software Development25% Mobile App Development +1 service25% Web DevelopmentComcentia, a software development firm, was founded in 2006. The firm focuses on Custom Software Development and BI & big data consulting & SI, and is small.
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UndisclosedUndisclosed10 - 49New York, NY
Services provided
25% Advertising25% Branding25% Marketing Strategy +1 service25% Mobile App DevelopmentMELD Creative is an Advertising company. Located in New York, New York, their team specializes in Advertising and Branding.
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UndisclosedUndisclosed10 - 49
Services provided
25% Mobile App Development25% Search Engine Optimization25% Web Design +1 service25% Web DevelopmentLunar Minds Co, a small mobile app development firm, is headquartered in Lebanon. The team specializes in Mobile App Development and Search Engine Optimization.
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UndisclosedUndisclosed10 - 49Thane, India
Services provided
25% Mobile App Development25% Search Engine Optimization25% Web Design +1 service25% Web DevelopmentSriyaan Technologies Pvt Ltd, an application development company, was launched in 2013. The small team provides Mobile App Development and Search Engine Optimization.
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UndisclosedUndisclosed10 - 49Karachi, Pakistan
Services provided
25% Graphic Design25% Mobile App Development25% Web Design +1 service25% Web DevelopmentIdeas Interactive, a graphic design agency, focus on Graphic Design and Mobile App Development. They were established in 2015.
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UndisclosedUndisclosed10 - 49Gurugram, India
Services provided
25% Custom Software Development25% Mobile App Development25% Web Design +1 service25% Web DevelopmentEstablished in 2001, OrangeMantra is a small Gurugram, India-based custom software development firm. Their team focuses on Custom Software Development and Mobile App Development.
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UndisclosedUndisclosed10 - 49Dubai, United Arab Emirates
Services provided
25% E-Commerce Development25% Mobile App Development25% Web Design +1 service25% Web DevelopmentSmall e-commerce development company GO-Gulf.com, is located in Dubai, United Arab Emirates. The team provides E-Commerce Development and Mobile App Development.
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UndisclosedUndisclosed10 - 49Łbiska, Poland
Services provided
20% Social Media Marketing20% Web Design15% Cloud Consulting & SI +3 services15% Custom Software Development15% Mobile App Development15% Web DevelopmentBlue Almond IT is a social media marketing firm. They are located in Łbiska, Poland and have small team. Their services include Social Media Marketing and Web Design.
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UndisclosedUndisclosed10 - 49New York, NY
Services provided
25% AR/VR Development25% Mobile App Development25% Product Design +1 service25% Web DevelopmentHeadquartered in West Hollywood, California and New York, New York, Neon Roots is a small Product Design company. Their services include Product Design and Web Development.
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$1,000+$25 - $49 / hrFreelancer
Services provided
10% Custom Software Development10% Graphic Design10% Logo +7 services10% Mobile App Development10% Pay Per Click10% Product Design10% Search Engine Optimization10% Social Media Marketing10% Web Design10% Web DevelopmentSee all 1 projectsLiyomax Business is a leading digital agency with over 15 years of experience in empowering startups, small businesses, and entrepreneurs with powerful digital solutions. From fast, mobile-friendly
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UndisclosedUndisclosedFreelancerPendleton, OR
Services provided
25% E-Commerce Development25% Mobile App Development25% Search Engine Optimization +1 service25% Web DevelopmentLevel Four Development is an e-commerce development company. The firm is based in Pendleton, Oregon. Their team offers E-Commerce Development and Mobile App Development.
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UndisclosedUndisclosedFreelancer
Services provided
25% Custom Software Development25% IT Managed Services25% Mobile App Development +1 service25% Web DevelopmentIT managed services company N-G Tech and Design was founded in 2020. The company provides IT managed services and Custom Software Development, and is small.
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$1,000+< $25 / hrFreelancer
Services provided
10% Content Marketing10% Custom Software Development10% E-Commerce Development +7 services10% Graphic Design10% Mobile App Development10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentDigital Gravity - Web Development | Web Designing | SEO Services is a social media marketing company in Lahore, Pakistan. They specialize in Social Media Marketing and Content Marketing.
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$1,000+< $25 / hrFreelancer
Services provided
10% Custom Software Development10% Cybersecurity10% E-Commerce Development +7 services10% IT Managed Services10% IT Strategy Consulting10% Mobile App Development10% Other IT Consulting and SI10% UX/UI Design10% Web Design10% Web DevelopmentFounded in 2025, DJ InfoSoft LLP is a web design agency. Their team focuses on Web Design and UX/UI Design.
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Undisclosed< $25 / hrFreelancer
Services provided
20% Web Development10% AR/VR Development10% Custom Software Development +6 services10% Graphic Design10% IT Managed Services10% Mobile App Development10% Search Engine Optimization10% UX/UI Design10% Web DesignWebdiggers is a website development company launched in 2020. In Sahibzada Ajit Singh Nagar, India, the team provides Web Development and Search Engine Optimization.
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Undisclosed$25 - $49 / hrFreelancer
Services provided
20% Custom Software Development20% Web Development10% Application Management & Support +6 services10% IT Managed Services10% Mobile App Development10% UX/UI Design10% Web Design5% AI Development5% API DevelopmentCustom software development firm Nexum Computing Solutions is located in Middletown, Ohio. The team focuses on Custom Software Development and Web Development.
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Undisclosed$25 - $49 / hrFreelancer
Services provided
20% Web Design20% Web Development10% Graphic Design +6 services10% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% UX/UI Design5% AI Agents5% AI ConsultingRedeemed Digital, a web design agency, was founded in 2025. The small team provides Web Design and Web Development.
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$1,000+< $25 / hrFreelancer
Services provided
10% Branding10% E-Commerce Development10% Mobile App Development +7 services10% Pay Per Click10% Product Design10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentMade By Master is a branding company. They were established in 2001 and provide Branding and Social Media Marketing.
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Undisclosed< $25 / hrFreelancer
Services provided
10% Content Marketing10% Graphic Design10% Logo +7 services10% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentAlbastech is a social media marketing firm founded in 2025. The small team offers Social Media Marketing and Content Marketing.
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$1,000+UndisclosedFreelancer
Services provided
20% Custom Software Development20% E-Commerce Development20% Web Development +4 services10% Mobile App Development10% Search Engine Optimization10% UX/UI Design10% Web DesignDIGIWEB is a custom software development firm. They focus on Custom Software Development and Web Development and were founded in 2022. The agency is based in Saint-Denis, Réunion.
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Undisclosed< $25 / hrFreelancer
Services provided
10% Branding10% Content Marketing10% Custom Software Development +7 services10% IT Strategy Consulting10% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% Social Media Marketing10% Web Design10% Web DevelopmentBranding firm Dashacoder is in Saraidhella, India. Their services include Branding and Social Media Marketing.
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$1,000+$25 - $49 / hr2 - 9
Services provided
40% Custom Software Development20% E-Commerce Development20% Web Development +2 services10% IT Strategy Consulting10% Mobile App DevelopmentLogicWire is a Zagreb, Croatia-based custom software development firm. Founded in 2022, the team specializes in Custom Software Development and Web Development.
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Undisclosed$50 - $99 / hr2 - 9Ottawa, Canada
Services provided
25% IT Managed Services25% Web Design20% Mobile App Development +2 services20% Web Development10% CybersecurityTechnety is a web design agency. Established in 2022, the team specializes in Web Design and IT managed services.
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$1,000+$25 - $49 / hr2 - 9
Services provided
20% Cloud Consulting & SI20% Custom Software Development20% Cybersecurity +2 services20% IT Managed Services20% Mobile App DevelopmentFiercify Logic is a small cloud consulting & SI company. They focus on cloud consulting & SI and Cybersecurity and were launched in 2019.
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UndisclosedUndisclosed2 - 9Edmonton, Canada
Services provided
30% Application Management & Support30% Custom Software Development20% Mobile App Development +1 service20% Web DevelopmentLaunched in 1998, VEMAX Management Inc is a small Edmonton, Canada-based software development firm. Their team focuses on Custom Software Development and Application Management & Support.
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UndisclosedUndisclosed2 - 9
Services provided
25% Application Management & Support25% Custom Software Development25% Mobile App Development +1 service25% Web DevelopmentFounded in 2011, ACM Solutions Ltd is a custom software development company. Their services include Custom Software Development and Application Management & Support.
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UndisclosedUndisclosed2 - 9Glasgow, Scotland
Services provided
25% Application Management & Support25% Mobile App Development25% Web Design +1 service25% Web DevelopmentApplication Management & Support company IC Mobile Lab was launched in 2011. The firm offers Application Management & Support and Mobile App Development.
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UndisclosedUndisclosed2 - 9Thornliebank, Scotland
Services provided
35% Mobile App Development35% Web Development30% Web DesignBuzzDigital is a mobile app development company. Based in Thornliebank, Scotland, their small team focuses on Mobile App Development and Web Development. The company was established in 2014.
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UndisclosedUndisclosed2 - 9Lincoln, NE
Services provided
25% E-Commerce Development25% Mobile App Development25% UX/UI Design +1 service25% Web DesignParse Software Development is an user experience design company. They were established in 2015 and offer UX/UI Design and E-Commerce Development.
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UndisclosedUndisclosed2 - 9Canton, MA
Services provided
25% Mobile App Development25% Video Production25% Web Design +1 service25% Web DevelopmentBlazit Marketing is an application development company. Established in 2009, the company provides Mobile App Development and Video Production.
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UndisclosedUndisclosed2 - 9Oakland, CA
Services provided
25% Mobile App Development25% UX/UI Design25% Web Design +1 service25% Web DevelopmentHeadquartered in Oakland, California, 2Plus2 Partners is an UX design company. The team focuses on UX/UI Design and Mobile App Development.
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UndisclosedUndisclosed2 - 9Lansing, MI
Services provided
35% Mobile App Development35% Video Production30% Web DesignCheeney Media Concepts is an application development company established in 2003. The small team provides Mobile App Development and Video Production.
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UndisclosedUndisclosed2 - 9Livermore, CA
Services provided
50% IT Managed Services50% Mobile App DevelopmentWoll2Woll Software is an IT managed services and mobile app development company launched in 1995. The firm focuses on IT managed services and Mobile App Development.
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UndisclosedUndisclosed2 - 9Livonia, MI
Services provided
25% Web Development20% Search Engine Optimization15% Pay Per Click +4 services10% Branding10% Logo10% Mobile App Development10% Social Media MarketingMedia Goals is a website development company. Their small team is in Livonia, Michigan and offers Web Development and Search Engine Optimization. The company was established in 2017.
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UndisclosedUndisclosed2 - 9
Services provided
25% Branding15% Graphic Design15% Mobile App Development +4 services15% Web Design15% Web Development10% Advertising5% Social Media MarketingLequar is a branding agency. Founded in 2004, the team provides Branding and Graphic Design. The firm is located in Colombia.
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UndisclosedUndisclosed2 - 9Fullerton, CA
Services provided
10% Branding10% Corporate Photography10% Digital Strategy +7 services10% Graphic Design10% Logo10% Marketing Strategy10% Mobile App Development10% Print Design10% Social Media Marketing10% Web DesignBranding agency Grass Fed Creative was launched in 2015. The team specializes in Branding and Marketing Strategy.
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UndisclosedUndisclosed2 - 9Noida, India
Services provided
25% E-Commerce Development25% Mobile App Development25% Web Design +2 services15% Web Development10% AR/VR DevelopmentVDezine is an e-commerce development company. Based in Noida, India, the team provides E-Commerce Development and Mobile App Development.
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UndisclosedUndisclosed2 - 9Belize City, Belize
Services provided
25% Mobile App Development25% Social Media Marketing25% Web Design +2 services15% Custom Software Development10% AR/VR DevelopmentIdea Lab Studios is a mobile application development firm in Belize City, Belize. Launched in 2002, the team provides Mobile App Development and Social Media Marketing.
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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 -
$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 -
$25,000+$50 - $99 / hr50 - 249Hollywood, FL
Ability to deliver
39.2/40.020/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
600% 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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