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Comparative analysis of modern information systems for automation of management analytics of marketplaces

https://doi.org/10.46554/1993-0453-2026-8-262-104-115

Abstract

The article presents a study of key modern domestic information systems (MPStats, MarketGuru, Mayak, JVO and Sellmonitor), which enables accounting and automation of management analytics from marketplaces, which is especially relevant in the era of the digital economy and the development of e-commerce. The functions of software products were identified and analyzed, and their evaluation was performed using a multifactorial comparative model (6 evaluation blocks such as external and internal analytics, demand forecasting, training, recommendations, and effectiveness). The data sources were official system data, technical documentation and API descriptions, and other research and statistics. Comparative and content analysis methods were applied. Among the analyzed services, MPStats is the clear leader, but it has a limitation in the form of high cost for SMEs. The Mayak service is highlighted among the optimal products. The paper highlights the importance of tools for the comprehensive assessment of business analytics in the field of ecommerce. The article also defines the directions of further development of BI solutions such as strengthening predictive analytics, combining internal and external analytics into a single intelligent platform, etc. The results obtained have practical value for managers and analysts working in marketplaces.

About the Authors

A. A. Gataullina
Kazan (Volga Region) Federal University
Russian Federation

Aliya A. Gataullina, Candidate of Economic Sciences, Associate Professor, Associate Professor of the Department of Project Management and Business Evaluation of the Institute of Management, Economics and Finance

Kazan



A. K. Ildarkhanova
Kazan (Volga Region) Federal University
Russian Federation

Almira K. Ildarkhanova, Candidate of Economic Sciences, Associate Professor, Associate Professor of the Department of Project Management and Business Evaluation of the Institute of Management, Economics and Finance



A. A. Prosnev
Kazan (Volga Region) Federal University
Russian Federation

Andrew A. Prosnev, undergraduate student of the Department of Project Management and Business Evaluation of the Institute of Management, Economics and Finance



References

1. Marketing Research "Marketplaces 2024" // Data Insight : official website. URL: https://datainsight.ru/DI_FV_UpgradeRetail_2024 (date of access: 15.11.2025).

2. Marketing Research "Monitoring of Marketplace sellers 2024" // Data Insight : official website. URL: https://datainsight.ru/DI_Monitoring_of_Sellers_2024_1 (date of access: 15.11.2025).

3. Marketing research "Research of sellers of universal marketplaces 2025" // Data Insight : official website. URL: https://datainsight.ru/DI_marketplaces_sellers (date of access: 15.11.2025).

4. Sokolova E.Yu. On the specifics of the development and functioning of marketplaces in the Russian financial market // Economics of construction. 2025. No. 4. Pp. 515–518.

5. Kolomiets D.A. Specifics of the development of the B2B sector of electronic commerce in the Russian market // Horizons of Economics. 2025. No. 3 (90). Pp. 135–141.

6. Aksenov V.A., Odintsov S.V. The legal nature of marketplaces // Bulletin of the Baltic Federal University named after I. Kant. Series: Humanities and Social Sciences. 2024. No. 1. Pp. 5–21. doi:10.5922/sikbfu2024-1-1

7. Guliyeva M.E. Online commerce and its features in the modern digital space // Self-management. 2023. No. 5 (138). Pp. 92–95.

8. Pazdnikova N.P., Malukhin A.S. Trends in the development of electronic commerce in the context of digitalization: trends in the regional and global economy // Bulletin of the Perm National Research Polytechnic University. Socio-economic sciences. 2024. No. 2. Pp. 216–228. doi:10.15593/2224-9354/2024.2.16.

9. Tkachenko A.L., Kuznetsova V.I., Zaplatin G.V. Application of software products in the field of business analytics // Information technologies. Problems and solutions. 2021. № 3 (16). Pp. 26–32.

10. Ildarkhanova A.K., Shugaepova A.A. Review of domestic software products for project management in educational organizations // Problems of economics and legal practice. 2022. Vol. 18, No. 6. Pp. 315320.

11. Gadzhieva P.N. Business analysis tools for improving the efficiency of the company // Economic sciences. 2025. No. 244. Pp. 150–154. doi:10.14451/1.244.150.

12. Kozyrev A.V. The role of digital analytical tools in the development of entrepreneurship in the field of e-commerce // Economics, Entrepreneurship and Law. 2025. Vol. 15, No. 2. Pp. 1171–1190. doi:10.18334/epp.15.2.122671.

13. Zenkina I.V. Development of electronic commerce as a business trend and driver of e-commerce analytics // Economic analysis: theory and practice. 2025. Vol. 24, No. 5. Pp. 4–22. doi:10.24891/ea.24.5.4.

14. Gorbunov D.G. Data analytics as a driver of business growth on marketplaces // Current research. No. 12-2 (247). Pp. 23–27. doi:10.5281/zenodo.15094214.

15. Marketing research "Market of digital services for sellers" // Data Insight : official website. URL: https://datainsight.ru/servicesforsellers-joompro (date of access: 15.11.2025).

16. MPStats : official website. URL: https://mpstats.io / (date of access: 15.11.2025).

17. MarketGuru : official website. URL: https://marketguru.io / (date of access: 15.11.2025).

18. Mayak : official website. URL: https://mayak.bz / (date of access: 15.11.2025).

19. JVO : official website. URL: https://jvo.ru / (date of access: 15.11.2025).

20. SellMonitor : official website. URL: https://sellmonitor.com / (date of access: 15.11.2025).

21. Marketing research "Online commerce in Russia 2025" // Data Insight : official website. URL: https://datainsight.ru/DI_eCommerce_2025 (date of access: 15.11.2025).

22. Research "Aero" and "Matemarketing" // RBC Trends : official website. URL: https://trends.rbc.ru/trends/industry/66b3beec9a79473791e60849 (date of access: 15.11.2025).


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For citations:


Gataullina A.A., Ildarkhanova A.K., Prosnev A.A. Comparative analysis of modern information systems for automation of management analytics of marketplaces. Vestnik of Samara State University of Economics. 2026;1(8):104-115. (In Russ.) https://doi.org/10.46554/1993-0453-2026-8-262-104-115

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ISSN 1993-0453 (Print)