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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">business</journal-id><journal-title-group><journal-title xml:lang="ru">Путеводитель предпринимателя</journal-title><trans-title-group xml:lang="en"><trans-title>Entrepreneur’s Guide</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2073-9885</issn><issn pub-type="epub">2687-136X</issn><publisher><publisher-name>JSC “Publishing Agency “Science and Education”</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24182/2073-9885-2026-19-3-125-136</article-id><article-id custom-type="elpub" pub-id-type="custom">business-2278</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>УПРАВЛЕНЧЕСКИЕ АСПЕКТЫ ПРЕДПРИНИМАТЕЛЬСТВА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MANAGEMENT ASPECTS OF ENTREPRENEURSHIP</subject></subj-group></article-categories><title-group><article-title>Гибридная модель привлечения венчурного капитала с последовательным переключением между холодным и теплым каналами на основе данных об откликах</article-title><trans-title-group xml:lang="en"><trans-title>A hybrid venture capital fundraising model with sequential switching between cold and warm channels based on response data</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мастыкина</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Mastykina</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Генеральный директор</p><p>Буэнос–Айрес</p></bio><bio xml:lang="en"><p>CEO</p><p>Buenos Aires</p></bio><email xlink:type="simple">am@fundraisly.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Accumulator Fundraising LLC dba Fundraisly</institution><country>Аргентина</country></aff><aff xml:lang="en"><institution>Accumulator Fundraising LLC dba Fundraisly</institution><country>Argentina</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>04</day><month>08</month><year>2026</year></pub-date><volume>19</volume><issue>3</issue><fpage>125</fpage><lpage>136</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Мастыкина А.А., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Мастыкина А.А.</copyright-holder><copyright-holder xml:lang="en">Mastykina A.A.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.pp-mag.ru/jour/article/view/2278">https://www.pp-mag.ru/jour/article/view/2278</self-uri><abstract><p>В статье рассмотрена гибридная модель привлечения венчурного капитала, которая переключается между холодной рассылкой и теплым поиском связей по графу, опираясь на данные об откликах из системы управления отношениями с клиентами. Цель исследования состоит в разработке и оценке маршрутизации инвесторских коммуникаций, при которой отсутствие отклика инвестора после серии писем запускает поиск теплого представления через основателей портфельных компаний, со–инвесторов или прямых коннекторов. Актуальность работы вытекает из сжатия венчурной ликвидности, роста требований к качеству сигнала и ограничений изолированного применения холодной рассылки и теплых рекомендаций. Научная новизна заключается в трактовке поведенческого статуса инвестора как алгоритмического триггера переключения каналов. Результаты показывают, что фильтрация инвесторов, многошаговые цепочки писем и интеграция социального капитала повышают вовлеченность, снижают риск выгорания базы и преобразуют коммуникации в квалифицированные переговоры. Статья адресована исследователям венчурного финансирования, основателям стартапов, операторам фандрайзинговых платформ и специалистам по коммуникациям инвесторов.</p></abstract><trans-abstract xml:lang="en"><p>The paper examines a hybrid venture capital fundraising model that switches between cold outreach and warm, graph–based connection search, driven by CRM response data. The aim of the study is to develop and evaluate the routing of investor communications, in which the absence of an investor response after a series of emails prompts a search for a warm introduction through portfolio founders, co–investors, or direct connectors. The relevance of the work derives from contracting venture liquidity, rising demands on signal quality, and the limitations of applying cold outreach and warm referrals in isolation. The scientific novelty consists of treating the behavioral status of an investor as an algorithmic trigger for channel switching. Findings indicate that investor filtering, multi step email sequences, and the integration of social capital raise engagement, reduce the risk of base burnout, and convert communications into qualified negotiations. The article addresses researchers in venture financing, startup founders, operators of fundraising platforms, and specialists in investor communications.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>гибридный фандрайзинг</kwd><kwd>венчурный капитал</kwd><kwd>социальный капитал</kwd><kwd>теория сигнализирования</kwd><kwd>автоматизация рассылки</kwd><kwd>поведенческие данные</kwd><kwd>маршрутизация данных</kwd></kwd-group><kwd-group xml:lang="en"><kwd>hybrid fundraising</kwd><kwd>venture capital</kwd><kwd>social capital</kwd><kwd>signaling theory</kwd><kwd>outreach automation</kwd><kwd>behavioral data</kwd><kwd>data routing</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Рогозин Д.М. Перспективы развития теории социального капитала. Экономическая социология. 2023. Т. 24. № 4. С. 12–37.</mixed-citation><mixed-citation xml:lang="en">Rogozin D.M. Prospects for the development of social capital theory. Journal of Economic Sociology. 2023. T. 24. № 4. P. 12–37.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Удальцова Н.Л., Пылев С.А. Венчурное финансирование и как найти деньги в стартап. Креативная экономика. 2023. Т. 17. № 10. С. 3795–3816.</mixed-citation><mixed-citation xml:lang="en">Shuvalova O.S., Orlova O.Yu. Digitalization of the financial market: Challenges and opportunities. Izvestia of Saint Petersburg State University of Economics. 2024. № 3 (147). P. 46–49.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Шувалова О.С., Орлова О.Ю. Цифровизация финансового рынка: вызовы и возможности. Известия Санкт-Петербургского государственного экономического университета. 2024. № 3 (147). С. 46–49.</mixed-citation><mixed-citation xml:lang="en">Udaltsova N.L., Pylev S.A. Venture financing and how to find money for a startup. Creative Economy. 2023. T. 17. № 10. P. 3795–3816.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Bafera J., Kleinert S. Signaling theory in entrepreneurship research: A systematic review and research agenda. Entrepreneurship Theory and Practice. 2023. T. 47. № 6. P. 2419–2464.</mixed-citation><mixed-citation xml:lang="en">Bafera J., Kleinert S. Signaling theory in entrepreneurship research: A systematic review and research agenda. Entrepreneurship Theory and Practice. 2023. T. 47. № 6. P. 2419–2464.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Bazaz A., Ji Y., Socal M.P., Kang S.Y. Trends in venture capital investment in AIdriven biopharmaceutical startups. Journal of Medical Internet Research. 2026. T. 28. P. e84968.</mixed-citation><mixed-citation xml:lang="en">Bazaz A., Ji Y., Socal M.P., Kang S.Y. Trends in venture capital investment in AIdriven biopharmaceutical startups. Journal of Medical Internet Research. 2026. T. 28. P. e84968.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Carni M., Gur T., Maaravi Y. Entrepreneurs social capital in overcoming business challenges: Case studies of seven greentech, climate tech and agritech startups. Sustainability. 2024. T. 16. № 19. P. 8371.</mixed-citation><mixed-citation xml:lang="en">Carni M., Gur T., Maaravi Y. Entrepreneurs social capital in overcoming business challenges: Case studies of seven greentech, climate tech and agritech startups. Sustainability. 2024. T. 16. № 19. P. 8371.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Chetty R., Jackson M.O., Kuchler T. et al. Social capital I: Measurement and associations with economic mobility. Nature. 2022. T. 608. № 7921. P. 108–121.</mixed-citation><mixed-citation xml:lang="en">Chetty R., Jackson M.O., Kuchler T. et al. Social capital I: Measurement and associations with economic mobility. Nature. 2022. T. 608. № 7921. P. 108–121.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Hahn D., Minola T., Vismara S., Agyare D. Do exploration and exploitation in university research drive early stage equity financing of university spinoffs? Small Business Economics. 2024. T. 63. № 2. P. 627–653.</mixed-citation><mixed-citation xml:lang="en">Hahn D., Minola T., Vismara S., Agyare D. Do exploration and exploitation in university research drive early stage equity financing of university spinoffs? Small Business Economics. 2024. T. 63. № 2. P. 627–653.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Kleinert S. The promise of new ventures growth ambitions in earlystage funding: On the crossroads between cheap talk and credible signals. Entrepreneurship Theory and Practice. 2024. T. 48. № 1. P. 274–309.</mixed-citation><mixed-citation xml:lang="en">Kleinert S. The promise of new ventures growth ambitions in earlystage funding: On the crossroads between cheap talk and credible signals. Entrepreneurship Theory and Practice. 2024. T. 48. № 1. P. 274–309.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Kleinert S., Hildebrand M. Venture capitalists decisionmaking in hot and cold markets: The effect of signals and cheap talk. Entrepreneurship Theory and Practice. 2025. T. 49. № 2. P. 571–598.</mixed-citation><mixed-citation xml:lang="en">Kleinert S., Hildebrand M. Venture capitalists decisionmaking in hot and cold markets: The effect of signals and cheap talk. Entrepreneurship Theory and Practice. 2025. T. 49. № 2. P. 571–598.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Mazzocchini F.J., Lucarelli C. Success or failure in equity crowdfunding? A systematic literature review and research perspectives. Management Research Review. 2023. T. 46. № 6. P. 790–831.</mixed-citation><mixed-citation xml:lang="en">Mazzocchini F.J., Lucarelli C. Success or failure in equity crowdfunding? A systematic literature review and research perspectives. Management Research Review. 2023. T. 46. № 6. P. 790–831. 12. McKinsey &amp; Company. McKinsey global private markets report 2025: Braced for shifting weather. 2025. URL: https://www.mckinsey.com/industries/privatecapital/our-insights/global-privatemarkets-report-2025 (date of access: 07.05.2026). – Text: electronic.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">McKinsey &amp; Company. McKinsey global private markets report 2025: Braced for shifting weather. 2025. URL: https://www.mckinsey.com/industries/privatecapital/our-insights/global-private-markets-report-2025 (дата обращения: 07.05.2026). – Текст: электронный.</mixed-citation><mixed-citation xml:lang="en">Montanaro B., Croce A., Ughetto E. Venture capital investments in artificial intelligence. Journal of Evolutionary Economics. 2024. T. 34. № 1. P. 1–28. o S</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Montanaro B., Croce A., Ughetto E. Venture capital investments in artificial intelligence. Journal of Evolutionary Economics. 2024. T. 34. № 1. P. 1–28.</mixed-citation><mixed-citation xml:lang="en">PitchBookNVCA. Q2 2025 PitchBookNVCA venture monitor. National Venture Capital Association. 2025. – URL: https://pitchbook.com/news/reports/q2-2025-pitch-book-nvca-venture-monitor (date of access: 19.05.2026). – Text: electronic.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">PitchBookNVCA. Q2 2025 PitchBookNVCA venture monitor. National Venture Capital Association. 2025. – URL: https://pitchbook.com/news/reports/q2-2025-pitch-book-nvca-venture-monitor (дата об ращения: 19.05.2026). – Текст: электронный.</mixed-citation><mixed-citation xml:lang="en">Proa nchez F.X., Bojica A.M. Gender differences in the use of social capital for entrepreneurial activity within contexts of poverty. Entrepreneurship Research Journal. 2024. T. 14. № 4. P. 1857–1886.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Proa o Snchez F.X., Bojica A.M. Gender differences in the use of social capital for entrepreneurial activity within contexts of poverty. Entrepreneurship Research Journal. 2024. T. 14. № 4. P. 1857–1886.</mixed-citation><mixed-citation xml:lang="en">Svetek M. Signaling in the context of early stage equity financing: Review and directions. Venture Capital. 2022. T. 24. № 1. P. 71–104.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Svetek M. Signaling in the context of early stage equity financing: Review and directions. Venture Capital. 2022. T. 24. № 1. P. 71–104.</mixed-citation><mixed-citation xml:lang="en">Wang X., Wu L., Hitt L.M. Social media alleviates venture capital funding inequality for women and less connected entrepreneurs. Management Science. 2024. T. 70. № 2. P. 1093–1112.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Wang X., Wu L., Hitt L.M. Social media alleviates venture capital funding inequality for women and less connected entrepreneurs. Management Science. 2024. T. 70. № 2. P. 1093–1112.</mixed-citation><mixed-citation xml:lang="en">Wang X., Wu L., Hitt L.M. Social media alleviates venture capital funding inequality for women and less connected entrepreneurs. Management Science. 2024. T. 70. № 2. P. 1093–1112.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
