{"id":4207,"date":"2022-10-27T15:09:36","date_gmt":"2022-10-27T14:09:36","guid":{"rendered":"https:\/\/liminal.pt\/martech-magazine\/?p=4207"},"modified":"2024-08-06T11:43:34","modified_gmt":"2024-08-06T10:43:34","slug":"database-marketing-o-fator-critico-para-o-sucesso","status":"publish","type":"post","link":"https:\/\/liminal.pt\/martech-magazine\/database-marketing-o-fator-critico-para-o-sucesso\/","title":{"rendered":"Database Marketing: O fator cr\u00edtico para o sucesso"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">A informa\u00e7\u00e3o transformada em conhecimento e este em competitividade, ou melhor, sabedoria, tal como menciona Russel Ackoff (1989) na sua framework DIKW, \u00e9 o fator cr\u00edtico de \u00eaxito para qualquer estrat\u00e9gia e a\u00e7\u00e3o de automa\u00e7\u00e3o de marketing. O que implica uma gest\u00e3o eficaz e eficiente de um grande e adequado conhecimento do cliente, requerendo tarefas como a recolha de informa\u00e7\u00e3o permanente, a sua organiza\u00e7\u00e3o e utiliza\u00e7\u00e3o de acordo com os objetivos, tendo por instrumento principal de trabalho o sistema de base de dados. Caso isto n\u00e3o se verifique estamos na presen\u00e7a de \u201cru\u00eddo\u201d apenas. Regressando ao pensamento de Ackoff, estamos abaixo do n\u00edvel \u201cdata\u201d (dados).<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/liminal.pt\/ebook-analitica-marketing-vendas\/\" target=\"_blank\" rel=\"noreferrer noopener\">eBook &#8211; Anal\u00edtica de Marketing: Analisar e Conquistar<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De modo a evoluir para o n\u00edvel mais sofisticado (\u201cwisdom\u201d) da utiliza\u00e7\u00e3o de dados, \u201ceste conhecimento tem de ser permanentemente atualizado, de modo a manter uma rela\u00e7\u00e3o com o cliente, fideliz\u00e1-lo, atrav\u00e9s de um contacto pessoal e, como em todas as rela\u00e7\u00f5es, de forma interativa\u201d (Lendrevie, J.; et al, 1996), permitindo a personaliza\u00e7\u00e3o e a intera\u00e7\u00e3o.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"413\" height=\"278\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2022\/10\/Imagem1.png?resize=413%2C278&#038;ssl=1\" alt=\"\" class=\"wp-image-4209\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2022\/10\/Imagem1.png?w=413&amp;ssl=1 413w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2022\/10\/Imagem1.png?resize=300%2C202&amp;ssl=1 300w\" sizes=\"auto, (max-width: 413px) 100vw, 413px\" \/><figcaption>Figura 7 &#8211; DIKW Framework (Ackoff, 1989)<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Numa era do cliente, tal como Anna Barros (1996) define, \u201co database marketing surge como resultante de duas tend\u00eancias convergentes em marketing. Por um lado, a insatisfa\u00e7\u00e3o com os m\u00e9todos de comunica\u00e7\u00e3o de massa e com as ferramentas existentes e, por outro, os crescentes avan\u00e7os da tecnologia.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gonz\u00e1lez, R. (2006) define \u201cas bases de dados como ferramentas inform\u00e1ticas que permitem explorar os dados dos clientes atuais e potenciais da empresa. Portanto, a base de dados permite-nos a explora\u00e7\u00e3o da informa\u00e7\u00e3o para obter o m\u00e1ximo benef\u00edcio e rentabilidade, oferecendo ao consumidor os produtos e servi\u00e7os que s\u00e3o do seu interesse. \u201c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Uma base de dados \u00e9 informa\u00e7\u00e3o organizada e n\u00e3o apenas uma listagem de endere\u00e7os, pelo que deve ser devidamente planeada antes da sua constru\u00e7\u00e3o, de modo a incluir informa\u00e7\u00f5es sobre as a\u00e7\u00f5es de marketing, separar suspects, prospects e clientes, de acordo com a sua capacidade e disponibilidade para comprar, bem como, a solidez da sua rela\u00e7\u00e3o com a marca, o que deve ser feito de acordo com os seus h\u00e1bitos de compra, caracteriza\u00e7\u00e3o sociodemogr\u00e1fica, personalidade, e historial de rela\u00e7\u00e3o com a empresa; a base de dados deve permitir o estabelecimento de perfis, como clientes fi\u00e9is, intensivos, os que mais participam em a\u00e7\u00f5es promocionais, antiguidade, sensibilidade ao pre\u00e7o; por fim, a base de dados deve ser constantemente atualizada. (theideafiles.com, cit in: Marketeer, 81, 2003). Em suma, transformar uma mera lista de clientes numa database marketing requer uma clara defini\u00e7\u00e3o da estrat\u00e9gia de marketing, conhecimento sobre que tipo de aplica\u00e7\u00e3o se lhe dar\u00e1, e que tipo de informa\u00e7\u00f5es ser\u00e3o necess\u00e1rias (Barros, A.;1996).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Da mesma forma, Gonz\u00e1lez (2006), afirma que para gerir a base de dados, \u00e9 necess\u00e1rio, na sua cria\u00e7\u00e3o saber o que \u00e9 que se necessita para manter um di\u00e1logo l\u00f3gico e operativo com os clientes; na sua manuten\u00e7\u00e3o, \u00e9 necess\u00e1rio uma cont\u00ednua revis\u00e3o dos dados, para que se eliminem dados duplicados; na sua explora\u00e7\u00e3o, indicar os modos de utiliza\u00e7\u00e3o, os momentos, as pessoas autorizadas para transformar toda a informa\u00e7\u00e3o que se disp\u00f5e em algo \u00fatil e pragm\u00e1tico.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De um modo geral, contam-se entre os fatores positivos de uma base de dados a cria\u00e7\u00e3o de vantagens competitivas pelo \u201cuso de t\u00e9cnicas avan\u00e7adas de segmenta\u00e7\u00e3o, que identificam os prospects e clientes de maior potencial, suas necessidades, expectativas e perfil psicogr\u00e1fico, possibilitando estabelecer uma estrat\u00e9gia de comunica\u00e7\u00e3o que utilize media e canais integrada e individualmente endere\u00e7\u00e1veis, para promover vendas ou criar awareness. Permite, ainda, por meio da mensura\u00e7\u00e3o dos resultados e da monitoriza\u00e7\u00e3o dos fatores-chave do mercado, promover r\u00e1pidos e precisos ajustes para manter ou aumentar a vantagem competitiva\u201d (Barros, A.; 1996).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Podemos afirmar que os objetivos fundamentais que se procuram alcan\u00e7ar com a utiliza\u00e7\u00e3o de uma base de dados s\u00e3o os seguintes (Gonz\u00e1lez, R.; 2006):<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Conhecer cada um dos componentes com a maior profundidade e perfei\u00e7\u00e3o poss\u00edvel, identificando segmentos homog\u00e9neos dentro da globalidade.<ul><li>Retirar a m\u00e1xima rentabilidade dos mesmos em fun\u00e7\u00e3o das suas necessidades, usando as diversas estrat\u00e9gias globais de marketing mais adequadas a cada segmento.<\/li><\/ul><ul><li>Analisar os resultados conseguidos de todas as estrat\u00e9gias usadas, analisando-os e tirando conclus\u00f5es a seu respeito.<\/li><\/ul><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">O \u00eaxito de uma atividade de automa\u00e7\u00e3o de marketing depende fundamentalmente da qualidade e fiabilidade da base de dados. Assim, os dados que se recolhem devem-se classificar em tr\u00eas tipos:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Dados de classifica\u00e7\u00e3o ou tipol\u00f3gicos: aqueles que definem o cliente, a sua identifica\u00e7\u00e3o, localiza\u00e7\u00e3o, dados sociodemogr\u00e1ficos, socioecon\u00f3micos, profissionais, psicogr\u00e1ficos.<ul><li><strong>Dados de consumo:<\/strong> aqueles que se referem \u00e0 compra e uso de produtos da empresa, condi\u00e7\u00f5es, quantidades, lugar, situa\u00e7\u00f5es de compra, pre\u00e7o pago, reincid\u00eancia.<\/li><\/ul><ul><li><strong>Dados da hist\u00f3ria promocional:<\/strong> aqueles que se referem \u00e0s a\u00e7\u00f5es comerciais e promocionais que a empresa realizou com os seus clientes, as respostas obtidas, os m\u00e9todos de seguimento utilizados.<\/li><\/ul><ul><li><strong>Dados da intera\u00e7\u00e3o:<\/strong> aqueles que se referem \u00e0s a\u00e7\u00f5es que os clientes ou potenciais clientes tiveram com os canais e a\u00e7\u00f5es da marca.<\/li><\/ul><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Gonz\u00e1lez, R. (2006) detalha as caracter\u00edsticas das listas de segmenta\u00e7\u00e3o enquanto contendo os nomes, dire\u00e7\u00f5es e dados do interesse de consumidores que preencham um perfil concreto, podendo ser de origem interna (as mais fi\u00e1veis porque s\u00e3o da pr\u00f3pria empresa conhecendo-se a fundo o seu estado, conte\u00fado e grau de atualiza\u00e7\u00e3o) ou externas (podem ser de clientes ou de outras empresas, anu\u00e1rios, listas de membros de associa\u00e7\u00f5es, listas de empresas, de consumer &amp; business data collection).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As ferramentas de database marketing s\u00e3o o bloco basilar de qualquer plataforma de automa\u00e7\u00e3o de marketing e, tal como qualquer outra ferramenta de database marketing, t\u00eam que permitir a \u201ccria\u00e7\u00e3o de uma base de dados com informa\u00e7\u00e3o que identifica os clientes individualmente, a sua utiliza\u00e7\u00e3o em campanhas direcionadas\u201d (Dion\u00edsio et al, 2004, p.638) e em toda a gest\u00e3o da rela\u00e7\u00e3o com o cliente. Assim, \u201ccom uma base de dados bem segmentada e atualizada \u00e9 poss\u00edvel enviar a mensagem aos clientes que realmente est\u00e3o interessados no produto ou servi\u00e7o\u201d (Dion\u00edsio et al, 2004, p.639).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Em articula\u00e7\u00e3o, os softwares de <a href=\"https:\/\/liminal.pt\/produtos\/crm.html\" target=\"_blank\" rel=\"noreferrer noopener\">Customer Relationship Management (CRM)<\/a> e de <a href=\"https:\/\/liminal.pt\/produtos\/automacao-de-marketing.html\" target=\"_blank\" rel=\"noreferrer noopener\">automa\u00e7\u00e3o de marketing (MAP)<\/a>, tiram partido do data base marketing para permitir criar estrat\u00e9gias de neg\u00f3cio baseadas em segmentos de mercado, onde o foco principal reside na constru\u00e7\u00e3o de rela\u00e7\u00f5es de confian\u00e7a entre a empresa e o cliente, atrav\u00e9s da compreens\u00e3o das necessidades do cliente e da adapta\u00e7\u00e3o dos produtos e servi\u00e7os de forma a responder a estas necessidades, resultando assim na cria\u00e7\u00e3o de valor para a empresa (Dion\u00edsio et al, 2004). <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">eBook \u2013 Anal\u00edtica de Marketing: Analisar e Conquistar<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;<a href=\"https:\/\/liminal.pt\/ebook-analitica-marketing-vendas\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fa\u00e7a download do Ebook &#8220;Anal\u00edtica de Marketing: Analisar e Conquistar&#8221;<\/a>&nbsp; e perceba melhor:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Como usar a Anal\u00edtica de Marketing e Vendas&nbsp;ao longo da&nbsp;Customer&nbsp;Journey;&nbsp;<\/li><li>Como avaliar a Performance de Marketing e quais os indicadores a ter em conta;&nbsp;<\/li><li>Como atingir os seus objetivos&nbsp;de vendas&nbsp;e estar \u00e0 frente da concorr\u00eancia.&nbsp;<\/li><\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/liminal.pt\/ebook-analitica-marketing-vendas\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"646\" height=\"226\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2018\/09\/analitica-marketing-analisar-conquistar.png?resize=646%2C226&#038;ssl=1\" alt=\"Anal\u00edtica de Marketing, Analisar e Conquistar, previs\u00e3o de vendas, alinhar marketing e vendas, marketing analytics\" class=\"wp-image-799\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2018\/09\/analitica-marketing-analisar-conquistar.png?w=646&amp;ssl=1 646w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2018\/09\/analitica-marketing-analisar-conquistar.png?resize=300%2C105&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2018\/09\/analitica-marketing-analisar-conquistar.png?resize=600%2C210&amp;ssl=1 600w\" sizes=\"auto, (max-width: 646px) 100vw, 646px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\"><strong>Refer\u00eancias<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group\" style=\"font-size:10px\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<ol class=\"wp-block-list\"><li>Ackoff, Russell. (1989). From data to wisdom. <em>Journal of applied systems analysis, 16, 3-9<\/em>. <a href=\"http:\/\/www-public.imtbs-tsp.eu\/~gibson\/Teaching\/Teaching-ReadingMaterial\/Ackoff89.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www-public.imtbs-tsp.eu\/~gibson\/Teaching\/Teaching-ReadingMaterial\/Ackoff89.pdf<\/a>.&nbsp;<\/li><li>Lendrevie, J.; Lindon, D; Dion\u00edsio, P.; Rodrigues, V. (1996). <em>Mercator<\/em>. Lisboa: Publica\u00e7\u00f5es Dom Quixote.&nbsp;<\/li><li>Barros, A. (1996). <em>Um banco de dados para fins de marketing<\/em>. Bras\u00edlia&nbsp;<\/li><li>Gonz\u00e1lez, R. (Maio, 2006).<em> Marketing Directo<\/em>. Retirado de: http:\/\/www.marketing-xxi.com\/<\/li><li>Henriques, M. (2003) Marketing Relacional: Direto ao Cora\u00e7\u00e3o do seu Cliente. <em>Marketeer<\/em>, 81, 80-87.&nbsp;&nbsp;<\/li><li>Lendrevie, J.; Lindon, D; Dion\u00edsio, P.; Rodrigues, V. (2004). <em>Mercator<\/em>. Lisboa: Publica\u00e7\u00f5es Dom Quixote.&nbsp;<\/li><\/ol>\n<\/div><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Artigo escrito por:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"80\" height=\"80\" src=\"https:\/\/i0.wp.com\/liminal.pt\/blog\/wp-content\/uploads\/2017\/09\/tiago2.png?resize=80%2C80&#038;ssl=1\" alt=\"Tiago Sousa, Liminal\" class=\"wp-image-146\"\/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft\"><a href=\"https:\/\/www.linkedin.com\/in\/tiagojcsousa\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"24\" height=\"24\" src=\"https:\/\/i0.wp.com\/liminal.pt\/blog\/wp-content\/uploads\/2017\/09\/social-linkedin-circular-button.png?resize=24%2C24&#038;ssl=1\" alt=\"linkedin\" class=\"wp-image-114\"\/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Tiago J. C. Sousa<br>Managing Partner<\/p>\n<div class=\"rtng-rating-total\" data-id=\"4207\"><span class=\"rtng-text rtng-title\">Feedback<\/span><div class=\"rtng-star-rating rtng-no-js \" data-rating=\"100\">\n\t\t\t\t\t<div class=\"rtng-star\" data-rating=\"1\">\n\t\t\t\t\t\t<span class=\"dashicons dashicons-star-filled\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"rtng-star\" data-rating=\"2\">\n\t\t\t\t\t\t<span class=\"dashicons dashicons-star-filled\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"rtng-star\" data-rating=\"3\">\n\t\t\t\t\t\t<span class=\"dashicons dashicons-star-filled\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"rtng-star\" data-rating=\"4\">\n\t\t\t\t\t\t<span class=\"dashicons dashicons-star-filled\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"rtng-star\" data-rating=\"5\">\n\t\t\t\t\t\t<span class=\"dashicons dashicons-star-filled\"><\/span>\n\t\t\t\t\t<\/div><\/div><span class=\"rtng-text rtng-total\">5 de 5 estrelas. 1 votos.<\/span><\/div><form action=\"\" method=\"post\" class=\"rtng-form\" data-id=\"4207\"><input type=\"hidden\" name=\"rtng_show_title\" value=\"1\"><span class=\"rtng-text rtng-vote-title\">O meu feedback:<\/span><div class=\"rtng-star-rating rtng-no-js rtng-active\" data-rating=\"\"><label class=\"rtng-star\" data-rating=\"1\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"1\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"2\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"2\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"3\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"3\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"4\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"4\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"5\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"5\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><\/div><noscript><input type=\"submit\" name=\"rtng_add_button\" class=\"rtng-add-button\" value=\"Rate\" \/><\/noscript>\n\t\t\t\t<input type=\"hidden\" name=\"rtng_object_type\" value=\"post\">\n\t\t\t\t<input type=\"hidden\" name=\"rtng_object_id\" value=\"0\">\n\t\t\t\t<input type=\"hidden\" name=\"rtng_post_id\" value=\"4207\"><input type=\"hidden\" id=\"rtng_nonce_button\" name=\"rtng_nonce_button\" value=\"f938a52f77\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/martech-magazine\/wp-json\/wp\/v2\/posts\/4207\" \/><\/form>","protected":false},"excerpt":{"rendered":"<p>A informa\u00e7\u00e3o transformada em conhecimento e este em competitividade, ou melhor, sabedoria, tal como menciona Russel Ackoff (1989) na sua framework DIKW, \u00e9 o fator cr\u00edtico de \u00eaxito para qualquer &hellip; <\/p>\n","protected":false},"author":12,"featured_media":4215,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[49],"tags":[],"class_list":["post-4207","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analitica-de-marketing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Database Marketing: O fator cr\u00edtico para o sucesso | Liminal<\/title>\n<meta name=\"description\" content=\"Descubra a import\u00e2ncia do Database Marketing e da anal\u00edtica para o sucesso de uma estrat\u00e9gia de Automa\u00e7\u00e3o de Marketing.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/liminal.pt\/martech-magazine\/database-marketing-o-fator-critico-para-o-sucesso\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Database Marketing: O fator cr\u00edtico para o sucesso | Liminal\" \/>\n<meta property=\"og:description\" content=\"Descubra a import\u00e2ncia do Database Marketing e da anal\u00edtica para o sucesso de uma estrat\u00e9gia de Automa\u00e7\u00e3o de Marketing.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/liminal.pt\/martech-magazine\/database-marketing-o-fator-critico-para-o-sucesso\/\" \/>\n<meta property=\"og:site_name\" content=\"Martech Magazine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Liminal-270123610141550\/\" \/>\n<meta property=\"article:published_time\" content=\"2022-10-27T14:09:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-06T10:43:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2022\/10\/database-marketing-analitica-liminal2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tiago J. 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