{"id":4190,"date":"2023-08-30T12:38:14","date_gmt":"2023-08-30T10:38:14","guid":{"rendered":"http:\/\/atteli.com\/how-to-use-natural-language-nlp-to-create-customer-segments-in-real-time-marketing\/"},"modified":"2025-11-23T19:27:13","modified_gmt":"2025-11-23T18:27:13","slug":"jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu","status":"publish","type":"post","link":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/","title":{"rendered":"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4190\" class=\"elementor elementor-4190 elementor-4172\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a940259 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a940259\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d0171a4\" data-id=\"d0171a4\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-367a738 breadcrumb elementor-widget elementor-widget-shortcode\" data-id=\"367a738\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><span><span><a href=\"https:\/\/atteli.com\/pl\/\">Home<\/a><\/span><\/span><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-479261b font-light elementor-widget elementor-widget-heading\" data-id=\"479261b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68547c3 author-info elementor-widget elementor-widget-shortcode\" data-id=\"68547c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><img decoding=\"async\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg\" width=\"96\" height=\"96\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-230x230.jpeg 2x\" alt=\"Agnieszka Tomczyszyn\" class=\"avatar avatar-96 wp-user-avatar wp-user-avatar-96 alignnone photo\" \/> <strong>Agnieszka Tomczyszyn<\/strong>  <strong>2023-08-30<\/strong> <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-be1298a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"be1298a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-088970b elementor-hidden-mobile\" data-id=\"088970b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0eecd37 sticky-menu elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0eecd37\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-9059cb2\" data-id=\"9059cb2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-07c52d3 elementor-widget elementor-widget-heading\" data-id=\"07c52d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Czytasz:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c0e6df elementor-widget elementor-widget-text-editor\" data-id=\"6c0e6df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"entry-title\">Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5de1cc6 elementor-widget elementor-widget-html\" data-id=\"5de1cc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"progress-bar-content\"><div id=\"progress-bar\"><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88dee77 elementor-align-start sidebar-anchor-menu elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"88dee77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#jak-to-dziala\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Jak to dzia\u0142a<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#podsumowanie\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Podsumowanie<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a89212f\" data-id=\"a89212f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9771f51 elementor-widget elementor-widget-text-editor\" data-id=\"9771f51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Jak wiadomo elastyczno\u015b\u0107 segmentacji oraz umiej\u0119tno\u015b\u0107 grupowania odbiorc\u00f3w w oparciu o wsp\u00f3lne cechy demograficzne, dane sprzeda\u017cowe czy dotychczasowe zachowanie pozwala marketerom wysy\u0142a\u0107 optymalnie dopasowane komunikaty do swoich klient\u00f3w. Nie zawsze jest to \u0142atwe, szczeg\u00f3lnie gdy dane s\u0105 rozproszone albo nie do ko\u0144ca struktura danych sprzeda\u017cowych jest jasna.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47e80c9 elementor-widget elementor-widget-text-editor\" data-id=\"47e80c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Microsoft ju\u017c jaki\u015b czas temu udost\u0119pni\u0142 funkcjonalno\u015b\u0107 tworzenia wyszukiwa\u0144 przy u\u017cyciu j\u0119zyka naturalnego, chocia\u017c ci\u0105gle jeszcze dzia\u0142a tylko w j\u0119zyku angielskim.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fd1e81 elementor-widget elementor-widget-menu-anchor\" data-id=\"4fd1e81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"jak-to-dziala\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60e7e11 elementor-widget elementor-widget-text-editor\" data-id=\"60e7e11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b, kt\u00f3re niekoniecznie lubi\u0105 wyklikiwa\u0107 warunki i atrybuty kwerend. Mo\u017cliwo\u015b\u0107 budowania zapyta\u0144 w prostych s\u0142owach, tak jak w \u017cyciu codziennym opisuj\u0105cych osob\u0119 sprawia, \u017ce tworzenie segment\u00f3w zaczyna by\u0107 procesem przyjemnym i ca\u0142kowicie nietechnicznym.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c1ab82 elementor-widget elementor-widget-heading\" data-id=\"8c1ab82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Jak to dzia\u0142a? Query Assist Copilot<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-751cc17 elementor-widget elementor-widget-text-editor\" data-id=\"751cc17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Asystenta zapyta\u0144 (Query Assist Copilot) mo\u017cna wykorzysta\u0107 od razu w pierwszym kroku tworzenia nowego segmentu, opisuj\u0105c w\u0142asnymi s\u0142owami cechy jakimi ma si\u0119 charakteryzowa\u0107 odbiorca, w tym przyk\u0142adzie:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a07204 elementor-widget elementor-widget-text-editor\" data-id=\"9a07204\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><em>\u201cPeople who attended the Contoso Coffee tasting event and recently opened an email.\u201d<\/em><\/strong><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d83d54 elementor-widget elementor-widget-image\" data-id=\"8d83d54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot.jpg\" class=\"attachment-large size-large wp-image-4176\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot.jpg 1000w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot-300x169.jpg 300w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot-768x432.jpg 768w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot-230x129.jpg 230w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot-350x197.jpg 350w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-create-a-new-segment-using-copilot-480x270.jpg 480w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c3f01b elementor-widget elementor-widget-text-editor\" data-id=\"0c3f01b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nast\u0119pnie asystent wy\u015bwietla po prawej stronie zapytanie, kt\u00f3re zosta\u0142o wpisane oraz propozycj\u0119 gotowej kwerendy do u\u017cycia. Oczywi\u015bcie mo\u017cemy na tym etapie doprecyzowa\u0107 swoje zapytanie, u\u017cy\u0107 propozycji lub zrezygnowa\u0107 z pomocy asystenta i utworzy\u0107 segment samodzielnie.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8091d7e elementor-widget elementor-widget-image\" data-id=\"8091d7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1.jpg\" class=\"attachment-large size-large wp-image-4178\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1.jpg 1024w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1-300x169.jpg 300w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1-768x432.jpg 768w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1-1000x563.jpg 1000w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1-230x129.jpg 230w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1-350x197.jpg 350w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-add-a-suggested-result-using-query-assist-1024x576-1-480x270.jpg 480w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f5302d elementor-widget elementor-widget-text-editor\" data-id=\"3f5302d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Je\u015bli jednak wybierzemy pomoc asystenta, otrzymamy gotow\u0105 definicj\u0119 segmentu na podstawie naszych za\u0142o\u017ce\u0144, w\u0142\u0105cznie z ustawieniem relacji do rejestracji na wskazany w zapytaniu event. Oczywi\u015bcie mo\u017cemy w dalszym ci\u0105gu doprecyzowywa\u0107 wytyczne do utworzenia segmentu, wprowadzaj\u0105c dodatkowe wyszukiwania w okienku asystenta lub wy\u015bwietlaj\u0105c wi\u0119cej sugestii.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7882292 elementor-widget elementor-widget-image\" data-id=\"7882292\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist.jpg\" class=\"attachment-large size-large wp-image-4180\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist.jpg 1000w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist-300x169.jpg 300w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist-768x432.jpg 768w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist-230x129.jpg 230w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist-350x197.jpg 350w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-provide-additional-details-using-query-assist-480x270.jpg 480w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f685816 elementor-widget elementor-widget-text-editor\" data-id=\"f685816\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Za ka\u017cdym razem, gdy u\u017cyjemy podpowiedzi, do opisania naszego segmentu, wynik b\u0119dzie zawsze si\u0119 dodawa\u0107 jako nowa grupa u do\u0142u kreatora.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b173bac elementor-widget elementor-widget-menu-anchor\" data-id=\"b173bac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"podsumowanie\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-394cb86 elementor-widget elementor-widget-image\" data-id=\"394cb86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1.jpg\" class=\"attachment-large size-large wp-image-4182\" alt=\"\" srcset=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1.jpg 1000w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1-300x169.jpg 300w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1-768x432.jpg 768w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1-230x129.jpg 230w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1-350x197.jpg 350w, https:\/\/atteli.com\/wp-content\/uploads\/2024\/05\/real-time-marketing-use-canvas-built-by-copilot1-480x270.jpg 480w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74f263d elementor-widget elementor-widget-heading\" data-id=\"74f263d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Podusmowanie<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed6a4f2 elementor-widget elementor-widget-text-editor\" data-id=\"ed6a4f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Integracja Przetwarzania J\u0119zyka Naturalnego (NLP) w Real-time marketingu rewolucjonizuje spos\u00f3b tworzenia segment\u00f3w przez marketer\u00f3w, umo\u017cliwiaj\u0105c wykorzystanie sztucznej inteligencji dla bardziej efektywnego zaanga\u017cowania klient\u00f3w. Poprzez uproszczenie procesu tworzenia segment\u00f3w, NLP umo\u017cliwia marketerom dostarczanie spersonalizowanych tre\u015bci, kt\u00f3re rezonuj\u0105 z ich odbiorcami, co w rezultacie prowadzi do wy\u017cszych wska\u017anik\u00f3w konwersji i silniejszych relacji z klientami. W miar\u0119 rozwoju technologii, wykorzystanie rozwi\u0105za\u0144 opartych na sztucznej inteligencji, niew\u0105tpliwie stanowi\u0107 b\u0119dzie fundament udanych strategii marketingowych.<\/p><p>Jak wida\u0107 Microsoft ma tu co\u015b do powiedzenia<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74a46ad elementor-widget elementor-widget-shortcode\" data-id=\"74a46ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><span class=\"tag_list\"><\/span> <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-f18caf8 social-icons\" data-id=\"f18caf8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-021c1d2 social-icons elementor-widget elementor-widget-shortcode\" data-id=\"021c1d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6283e9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6283e9e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-182c03d\" data-id=\"182c03d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-06a8e0f elementor-widget elementor-widget-heading\" data-id=\"06a8e0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Zobacz ostatnie wpisy<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a430e8 blog-posts elementor-widget elementor-widget-shortcode\" data-id=\"5a430e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><a class=\"latest-post-item-link\" href=\"https:\/\/atteli.com\/pl\/migracja-miedzy-tenantami-przy-konsolidacji-firm-i-marek-warto-czy-nie\/\"><div class=\"latest-post-thumb\" style=\"background:url(https:\/\/atteli.com\/wp-content\/uploads\/2026\/07\/SaaS-czy-ekosystem_-Ukryte-koszty-rozproszonych-narzedzi-w-firmie.png); height: 234px; background-size: cover; border-radius: 5px; background-position: center;\">&nbsp;<\/div><div class=\"latest-post-item\"><div class=\"latest-post-title\"><h2>Migracja mi\u0119dzy tenantami przy konsolidacji firm i marek &#8211; warto czy nie?<\/h2><\/div><div class=\"latest-post-read-more\">Czytaj wi\u0119cej<\/div><\/div><\/a><a class=\"latest-post-item-link\" href=\"https:\/\/atteli.com\/pl\/dlaczego-wiekszosc-firm-zaczyna-transformacje-cyfrowa-od-konca\/\"><div class=\"latest-post-thumb\" style=\"background:url(https:\/\/atteli.com\/wp-content\/uploads\/2026\/07\/SaaS-czy-ekosystem_-Ukryte-koszty-rozproszonych-narzedzi-w-firmie.png); height: 234px; background-size: cover; border-radius: 5px; background-position: center;\">&nbsp;<\/div><div class=\"latest-post-item\"><div class=\"latest-post-title\"><h2>Dlaczego wi\u0119kszo\u015b\u0107 firm zaczyna transformacj\u0119 cyfrow\u0105 od ko\u0144ca<\/h2><\/div><div class=\"latest-post-read-more\">Czytaj wi\u0119cej<\/div><\/div><\/a><a class=\"latest-post-item-link\" href=\"https:\/\/atteli.com\/pl\/rozliczanie-pracy-project-managera-w-projektach-it\/\"><div class=\"latest-post-thumb\" style=\"background:url(https:\/\/atteli.com\/wp-content\/uploads\/2026\/07\/SaaS-czy-ekosystem_-Ukryte-koszty-rozproszonych-narzedzi-w-firmie.png); height: 234px; background-size: cover; border-radius: 5px; background-position: center;\">&nbsp;<\/div><div class=\"latest-post-item\"><div class=\"latest-post-title\"><h2>Rozliczanie pracy project managera w projektach IT<\/h2><\/div><div class=\"latest-post-read-more\">Czytaj wi\u0119cej<\/div><\/div><\/a><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Jak wiadomo elastyczno\u015b\u0107 segmentacji oraz umiej\u0119tno\u015b\u0107 grupowania odbiorc\u00f3w w oparciu o wsp\u00f3lne cechy demograficzne, dane sprzeda\u017cowe czy dotychczasowe zachowanie pozwala marketerom wysy\u0142a\u0107 optymalnie dopasowane komunikaty do swoich klient\u00f3w<\/p>\n","protected":false},"author":11,"featured_media":7032,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-4190","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights-powerprm-pl"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu? - Atteli<\/title>\n<meta name=\"description\" content=\"Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu? - Atteli\" \/>\n<meta property=\"og:description\" content=\"Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/\" \/>\n<meta property=\"og:site_name\" content=\"Atteli\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-30T10:38:14+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-23T18:27:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/atteli.com\/wp-content\/uploads\/2024\/04\/atteli_blog_featured.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"342\" \/>\n\t<meta property=\"og:image:height\" content=\"475\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Agnieszka Tomczyszyn\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Agnieszka Tomczyszyn\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/\"},\"author\":{\"name\":\"Agnieszka Tomczyszyn\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#\\\/schema\\\/person\\\/d1828eb553d8349330bf5b85c139b8f8\"},\"headline\":\"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?\",\"datePublished\":\"2023-08-30T10:38:14+00:00\",\"dateModified\":\"2025-11-23T18:27:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/\"},\"wordCount\":483,\"image\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/atteli_blog_featured.jpeg\",\"articleSection\":[\"Insights PowerPRM\"],\"inLanguage\":\"pl-PL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/\",\"url\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/\",\"name\":\"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu? - Atteli\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/atteli_blog_featured.jpeg\",\"datePublished\":\"2023-08-30T10:38:14+00:00\",\"dateModified\":\"2025-11-23T18:27:13+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#\\\/schema\\\/person\\\/d1828eb553d8349330bf5b85c139b8f8\"},\"description\":\"Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#primaryimage\",\"url\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/atteli_blog_featured.jpeg\",\"contentUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/atteli_blog_featured.jpeg\",\"width\":342,\"height\":475,\"caption\":\"Atteli featured\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/atteli.com\\\/pl\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#website\",\"url\":\"https:\\\/\\\/atteli.com\\\/pl\\\/\",\"name\":\"Atteli\",\"description\":\"\u2013 We create low-code, no-code applications on the Power Platform and implement Dynamics 365 CE. We are your Microsoft Partner.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/atteli.com\\\/pl\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/atteli.com\\\/pl\\\/#\\\/schema\\\/person\\\/d1828eb553d8349330bf5b85c139b8f8\",\"name\":\"Agnieszka Tomczyszyn\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/agnieszka_tymoszczyn-150x150.jpeg\",\"url\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/agnieszka_tymoszczyn-150x150.jpeg\",\"contentUrl\":\"https:\\\/\\\/atteli.com\\\/wp-content\\\/uploads\\\/2024\\\/06\\\/agnieszka_tymoszczyn-150x150.jpeg\",\"caption\":\"Agnieszka Tomczyszyn\"},\"url\":\"https:\\\/\\\/atteli.com\\\/pl\\\/author\\\/agnieszka-tomczyszyn\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu? - Atteli","description":"Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/","og_locale":"pl_PL","og_type":"article","og_title":"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu? - Atteli","og_description":"Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b","og_url":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/","og_site_name":"Atteli","article_published_time":"2023-08-30T10:38:14+00:00","article_modified_time":"2025-11-23T18:27:13+00:00","og_image":[{"width":342,"height":475,"url":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/04\/atteli_blog_featured.jpeg","type":"image\/jpeg"}],"author":"Agnieszka Tomczyszyn","twitter_card":"summary_large_image","twitter_misc":{"Napisane przez":"Agnieszka Tomczyszyn","Szacowany czas czytania":"4 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#article","isPartOf":{"@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/"},"author":{"name":"Agnieszka Tomczyszyn","@id":"https:\/\/atteli.com\/pl\/#\/schema\/person\/d1828eb553d8349330bf5b85c139b8f8"},"headline":"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?","datePublished":"2023-08-30T10:38:14+00:00","dateModified":"2025-11-23T18:27:13+00:00","mainEntityOfPage":{"@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/"},"wordCount":483,"image":{"@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#primaryimage"},"thumbnailUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/04\/atteli_blog_featured.jpeg","articleSection":["Insights PowerPRM"],"inLanguage":"pl-PL"},{"@type":"WebPage","@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/","url":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/","name":"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu? - Atteli","isPartOf":{"@id":"https:\/\/atteli.com\/pl\/#website"},"primaryImageOfPage":{"@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#primaryimage"},"image":{"@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#primaryimage"},"thumbnailUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/04\/atteli_blog_featured.jpeg","datePublished":"2023-08-30T10:38:14+00:00","dateModified":"2025-11-23T18:27:13+00:00","author":{"@id":"https:\/\/atteli.com\/pl\/#\/schema\/person\/d1828eb553d8349330bf5b85c139b8f8"},"description":"Funkcja rozumienia zapyta\u0144 j\u0119zyka naturalnego (NLQ) do tworzenia segment\u00f3w jest po\u017cytecznym udogodnieniem dla os\u00f3b","breadcrumb":{"@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/"]}]},{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#primaryimage","url":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/04\/atteli_blog_featured.jpeg","contentUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/04\/atteli_blog_featured.jpeg","width":342,"height":475,"caption":"Atteli featured"},{"@type":"BreadcrumbList","@id":"https:\/\/atteli.com\/pl\/jak-wykorzystac-zapytania-w-jezyku-naturalnym-nlp-do-budowania-segmentow-klientow-w-real-time-marketingu\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/atteli.com\/pl\/"},{"@type":"ListItem","position":2,"name":"Jak wykorzysta\u0107 zapytania w j\u0119zyku naturalnym (NLP) do budowania segment\u00f3w klient\u00f3w w Real-time Marketingu?"}]},{"@type":"WebSite","@id":"https:\/\/atteli.com\/pl\/#website","url":"https:\/\/atteli.com\/pl\/","name":"Atteli","description":"\u2013 We create low-code, no-code applications on the Power Platform and implement Dynamics 365 CE. We are your Microsoft Partner.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atteli.com\/pl\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"},{"@type":"Person","@id":"https:\/\/atteli.com\/pl\/#\/schema\/person\/d1828eb553d8349330bf5b85c139b8f8","name":"Agnieszka Tomczyszyn","image":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg","url":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg","contentUrl":"https:\/\/atteli.com\/wp-content\/uploads\/2024\/06\/agnieszka_tymoszczyn-150x150.jpeg","caption":"Agnieszka Tomczyszyn"},"url":"https:\/\/atteli.com\/pl\/author\/agnieszka-tomczyszyn\/"}]}},"_links":{"self":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts\/4190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/comments?post=4190"}],"version-history":[{"count":21,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts\/4190\/revisions"}],"predecessor-version":[{"id":12554,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/posts\/4190\/revisions\/12554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/media\/7032"}],"wp:attachment":[{"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/media?parent=4190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/categories?post=4190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atteli.com\/pl\/wp-json\/wp\/v2\/tags?post=4190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}