Journal of Artificial Intelligence and Technology Information
Vol. 4 No. 2 (2026): Volume 4 Number 2 June 2026

Web-based E-Commerce Application for MSME in Manado

Gabriell Cristiano Agung Taroreh (Universitas Sam Ratulangi)
Benny Pinontoan (Universitas Sam Ratulangi)
Edwin Tenda (Universitas Sam Ratulangi)
Christian Soewoeh (Universitas Sam Ratulangi)
Wisard Kalengkongan (Universitas Sam Ratulangi)
Dodisutarma Lapihu (Universitas Sam Ratulangi)



Article Info

Publish Date
21 Jun 2026

Abstract

Digital transformation has opened new opportunities for Micro, Small, and Medium Enterprises (MSMEs) in Manado City to increase market reach and strengthen business competitiveness through online transactions. However, many local MSMEs still have limited access to independent digital platforms, while existing e-commerce systems do not always provide the flexibility needed to handle both physical products and service-based offerings in a localized context. This study aims to design and implement a web-based MSME marketplace for Manado City using the Waterfall software development method. The system was developed with a decoupled architecture consisting of Next.js as the frontend framework, Strapi Headless CMS for backend management, and PostgreSQL as the database. The main features include seller store registration, product and service catalog management, dynamic product variants, map-based location pinning, Live Commerce, Midtrans payment gateway integration, order tracking, and accessibility support. System evaluation was conducted using Black-Box Testing and User Acceptance Testing (UAT) with a five-point Likert scale involving buyer and seller respondents. The Black-Box Testing results show that all tested features functioned as expected. The UAT results produced an average acceptance rate of 89.88% from buyers and 91.38% from sellers. These results indicate that the proposed marketplace is functional, practical, and well accepted by users, making it a suitable digitalization solution for supporting MSMEs in Manado City.

Copyrights © 2026






Journal Info

Abbrev

jaiti

Publisher

Subject

Computer Science & IT Engineering

Description

Journal of Artificial Intelligence and Technology Information (JAITI) is a peer-review journal focusing on Artificial Intelligence and Technology Information issues. Journal of Artificial Intelligence and Technology Information (JAITI) invites academics and researchers who do original research in ...