1. Butkovskaya, G. V. Marketing technologies of customer relationship management: digital ecosystems / G. V. Butkovskaya, E. V. Sumarokova. — Text : direct // Bulletin of the University. — 2021. — No. 11. — pp. 31-38. — DOI:https://doi.org/10.26425/1816-4277-2021-11-31-38.
2. Galimsky, E. Companies strive to manage customer behavior through data analysis : [interview] / X5 Group. — Text : electronic. — URL: https://www.x5.ru/ru/publication/evgenij-galimskij-kompanii-stremyatsya-upravlyat-povedeniem-klientov-s-pomoshhyu-analiza-dannyh / (date of access: 07/02/2026).
3. Godina O. V., Maksimenko L. S., Alekseenko Yu. V., Kolominskaya D. A. Innovative aspects of customer relationship management in the ecosystem marketing environment. — Text : direct // Bulletin of the North Caucasus Federal University. — 2025. — No. 3. — pp. 67-78. — DOI:https://doi.org/10.37493/2307-907X.2025.3.6.
4. Goncharova, I. V. Creating value for consumers and businesses in the context of ecosystem development / I. V. Goncharova. — Text : direct // Modern economics: problems and solutions. - 2024. — Vol. 1, No. 169. — pp. 71-81.
5. Ilyashov, D. S. Ecosystem approach in customer loyalty management: key elements and evaluation metrics / D. S. Ilyashov. — Text : direct // Young scientist. — 2026. — № 20 (623). — Pp. 389-393. — URL: https://moluch.ru/archive/623/136727 (accessed: 07/02/2026).
6. Klemanina, Yu.M. Digital ecosystems as a mechanism for increasing customer loyalty / Yu. M. Klemanina, O. A. Muravyeva, L. P. Steblyakova, E. A. Vechkinzova. — Text : direct // Creative economy. — 2024. — Vol. 18, No. 5. — pp. 1257-1274.
7. Creating value for consumers and businesses in the context of ecosystem development. — Text : direct // Modern economics: problems and solutions. — 2024. — No. 1. — pp. 71-81. — DOI:https://doi.org/10.17308/meps/2078-9017/2024/1/71-81.
8. Tashlykova, E. A. Formation and measurement of loyalty to the banking ecosystem / E. A. Tashlykova. — Text : electronic // Economics and Business: theory and practice. — 2025. — № 7 (125). — URL: https://cyberleninka.ru/article/n/formirovanie-i-izmerenie-loyalnosti-k-bankovskoy-ekosisteme (date of request: 07/02/2026).
9. Khalif, E. I. Formation of consumer loyalty in the field of digital ecosystem products / E. I. Khalif, M. V. Rossinskaya. — Text : direct // Entrepreneur's Guide. — 2024. — Vol. 17, No. 3. — pp. 112-121. — DOIhttps://doi.org/10.24182/2073-9885-2023-17-3-112-121.
10. Digital ecosystems as a mechanism for increasing customer loyalty / Yu. M. Klemanina, O. A. Muravyeva, L. P. Steblyakova, E. A. Vechkinzova. — Text : direct // Creative economy. — 2024. — Vol. 18, No. 5. — pp. 1257-1274.
11. Shafigullina, A.V. Actual marketing tools for promoting goods on marketplaces / A. L. Beloborodova, O. V. Martynova, A.V. Shafigullina // Marketing of economic growth : proceedings of the 2nd International Eurasian Marketing Conference, Moscow, November 29-30, 2024. Moscow: State University of Management, 2025, pp. 3-6.
12. Competing in a world of digital ecosystems. — Text : electronic // McKinsey Digital. — 2018. — 1 February. — URL: https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/competing-in-a-world-of-digital-ecosystems
13. Moore, J. F. Predators and prey: a new ecology of competition / J. F. Moore. — Text : direct // Harvard Business Review. — 1993. — Vol. 71, № 3.
14. Khristoforov A.V., Khristoforova I. V., Bank S. V., and others. Marketing communications in the service sector: application specifics and innovative approaches: a monograph /edited by A. E. Suglobov. Moscow: IC RIOR, SIC INFRA-M, 2020. 159 p.



