{"id":7812,"date":"2021-05-19T07:00:00","date_gmt":"2021-05-19T05:00:00","guid":{"rendered":"https:\/\/ewyabbkav.preview.infomaniak.website\/?p=7812"},"modified":"2021-05-18T10:52:18","modified_gmt":"2021-05-18T08:52:18","slug":"votre-intuition-au-secours-de-lintelligence-artificielle-de-google-ads","status":"publish","type":"post","link":"https:\/\/www.comtogether.com\/fr\/2021\/05\/19\/votre-intuition-au-secours-de-lintelligence-artificielle-de-google-ads\/","title":{"rendered":"Votre intuition au secours de l\u2019intelligence artificielle de Google Ads"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7812\" class=\"elementor elementor-7812 elementor-7792\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5bd7ec9d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5bd7ec9d\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;shape_divider_bottom&quot;:&quot;opacity-fan&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 283.5 19.6\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 18.8 141.8 4.1 283.5 18.8 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 12.6 141.8 4 283.5 12.6 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" style=\"opacity:0.33\" d=\"M0 0L0 6.4 141.8 4 283.5 6.4 283.5 0z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M0 0L0 1.2 141.8 4 283.5 1.2 283.5 0z\"\/>\n<\/svg>\t\t<\/div>\n\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-2700278b\" data-id=\"2700278b\" data-element_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-29695246 elementor-widget elementor-widget-heading\" data-id=\"29695246\" data-element_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\">Votre intuition au secours de l\u2019intelligence artificielle de Google Ads<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2240ed71 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"2240ed71\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-brain\"><\/i>\t\t\t<\/div>\n\t\t<\/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-560314df elementor-widget elementor-widget-text-editor\" data-id=\"560314df\" data-element_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>L\u2019intelligence artificielle (IA) de Google Ads n\u2019a peut-\u00eatre jamais \u00e9t\u00e9 aussi efficace, mais elle ne s\u2019av\u00e8re pas toujours fiable au moment de faire des choix<\/p>\t\t\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-4ee84354 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ee84354\" data-element_type=\"section\">\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-16ae6f05\" data-id=\"16ae6f05\" data-element_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-796a7823 elementor-widget elementor-widget-image\" data-id=\"796a7823\" data-element_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=\"1000\" src=\"https:\/\/www.comtogether.com\/wp-content\/uploads\/2020\/01\/JM.jpg\" class=\"attachment-full size-full wp-image-5642\" alt=\"Jean-Michel\" srcset=\"https:\/\/www.comtogether.com\/wp-content\/uploads\/2020\/01\/JM.jpg 1000w, https:\/\/www.comtogether.com\/wp-content\/uploads\/2020\/01\/JM-300x300.jpg 300w, https:\/\/www.comtogether.com\/wp-content\/uploads\/2020\/01\/JM-80x80.jpg 80w, https:\/\/www.comtogether.com\/wp-content\/uploads\/2020\/01\/JM-768x768.jpg 768w, https:\/\/www.comtogether.com\/wp-content\/uploads\/2020\/01\/JM-735x735.jpg 735w\" 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-4e64bd7f elementor-widget elementor-widget-heading\" data-id=\"4e64bd7f\" data-element_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\">Par JEAN-MICHEL FONTAINE<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ced2bb6 elementor-widget elementor-widget-spacer\" data-id=\"3ced2bb6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/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-47ec3cd1 elementor-widget elementor-widget-text-editor\" data-id=\"47ec3cd1\" data-element_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>Google, l\u2019un des grands pionniers mondiaux de l\u2019intelligence artificielle, affirme souvent que l\u2019IA de sa plate-forme publicitaire n\u2019a jamais \u00e9t\u00e9 aussi puissante. S\u2019il est vrai que Google teste et affine en permanence ses algorithmes et introduit de nouvelles fonctionnalit\u00e9s, son intelligence artificielle ne peut pas encore remplacer l\u2019intuition. Les annonceurs ne doivent donc pas s\u2019appuyer compl\u00e8tement sur cette IA s\u2019ils souhaitent maximiser leur retour sur investissement.<\/p><h2>V\u00e9lo et bicyclette : la m\u00e9prise de Google<\/h2><p>Parmi nos clients internationaux figure un grand magasin de e-commerce proposant une large gamme de biens de consommation. Afin de maximiser son champ d\u2019action, nous avons lanc\u00e9 des campagnes sp\u00e9cifiques \u00e0 chaque cat\u00e9gorie de produit, avant de cr\u00e9er des groupes d\u2019annonces adapt\u00e9s \u00e0 chacune d\u2019elles. Or l\u2019analyse des performances de l\u2019un des groupes nous a valu quelques surprises. Explications.<\/p><p>En juillet 2019, nous avons cr\u00e9\u00e9 un groupe d\u2019annonces ciblant les anglophones destin\u00e9 \u00e0 promouvoir les bicyclettes vendues par le magasin. Bien s\u00fbr, nous avons veill\u00e9 \u00e0 int\u00e9grer le terme \u00ab bicycle \u00bb dans tous nos mots cl\u00e9s, ainsi que d\u2019autres termes associ\u00e9s relevant des produits et services propos\u00e9s par notre client. Nous avons ainsi trouv\u00e9 plus de 1 000 mots cl\u00e9s, que nous avons ajout\u00e9s au groupe d\u2019annonces, et chaque publicit\u00e9 mentionnait au moins deux fois le mot \u00ab bicycle \u00bb. Le groupe d\u2019annonces \u00e9tait donc parfaitement optimis\u00e9.<\/p><p>Les performances de la campagne ont connu une progression constante jusqu\u2019en f\u00e9vrier 2020. En mars, compte tenu des probl\u00e8mes provoqu\u00e9s par la pand\u00e9mie, nous avons d\u00e9cid\u00e9 d\u2019analyser en d\u00e9tail les termes de recherche associ\u00e9s \u00e0 nos campagnes, afin de traiter les probl\u00e9matiques li\u00e9es \u00e0 la brand safety \u2013 le risque que court une marque de voir ses annonces publi\u00e9es suite \u00e0 des requ\u00eates nocives pour son image. C\u2019est alors que nous avons fait cette d\u00e9couverte surprenante : le groupe d\u2019annonces assurant la promotion des bicyclettes enregistrait un score de qualit\u00e9 de seulement 3,8 sur 10, malgr\u00e9 une page de destination optimis\u00e9e en termes de mots cl\u00e9s et des publicit\u00e9s mentionnant clairement des bicyclettes.<\/p><p>La raison \u00e0 cela s\u2019est av\u00e9r\u00e9e encore plus \u00e9tonnante. Alors que nous n\u2019avions utilis\u00e9 que des mots cl\u00e9s contenant \u00ab bicycle \u00bb, Google a d\u00e9cid\u00e9 d\u2019afficher nos publicit\u00e9s pour les utilisateurs cherchant des v\u00e9los. Si cette d\u00e9cision est somme toute logique, c\u2019est le motif de la mauvaise note qui nous a le plus surpris : Google nous a p\u00e9nalis\u00e9s car nos publicit\u00e9s ne mentionnaient pas le terme \u00ab bike \u00bb. Le taux de clic (CTR) \u00e9tait donc plus bas, tandis que cette mauvaise note faisait descendre la position des publicit\u00e9s et augmentait les co\u00fbts par clic.<\/p>\t\t\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-1d485278 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1d485278\" data-element_type=\"section\">\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-41a8fc3b\" data-id=\"41a8fc3b\" data-element_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-28572ea elementor-widget elementor-widget-image\" data-id=\"28572ea\" data-element_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=\"675\" height=\"339\" src=\"https:\/\/www.comtogether.com\/wp-content\/uploads\/2021\/05\/bike-bicycle-example.png\" class=\"attachment-medium_large size-medium_large wp-image-7799\" alt=\"Search Terms Ad Group Bicycles\" srcset=\"https:\/\/www.comtogether.com\/wp-content\/uploads\/2021\/05\/bike-bicycle-example.png 675w, https:\/\/www.comtogether.com\/wp-content\/uploads\/2021\/05\/bike-bicycle-example-300x151.png 300w\" sizes=\"(max-width: 675px) 100vw, 675px\" \/>\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\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-8abe273 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8abe273\" data-element_type=\"section\">\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-719353dd\" data-id=\"719353dd\" data-element_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-1ddffecd elementor-widget elementor-widget-text-editor\" data-id=\"1ddffecd\" data-element_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<h2>Une solution simple pour pallier les limites de Google<\/h2><p>Si l\u2019IA de Google Ads est incontestablement perfectionn\u00e9e et s\u2019am\u00e9liore en permanence, elle a clairement montr\u00e9 ses limites dans ce cas pr\u00e9cis. Pour optimiser son fonctionnement, nous avons donc d\u00fb int\u00e9grer des connaissances humaines et de l\u2019intuition.<\/p><p>En mars 2020, nous avons dupliqu\u00e9 le groupe d\u2019annonces \u00ab Bicyclettes \u00bb en donnant le nom de \u00ab V\u00e9los \u00bb au nouveau groupe ainsi obtenu. Nous avons \u00e9galement remplac\u00e9 toutes les mentions \u00ab bicycle \u00bb par les termes \u00ab bike \u00bb dans le texte des publicit\u00e9s. Imm\u00e9diatement, les deux groupes d\u2019annonces ont vu leurs performances s\u2019am\u00e9liorer.<\/p><p>Nous enregistrons \u00e0 pr\u00e9sent d\u2019excellents r\u00e9sultats, si nous comparons les groupes d\u2019annonces \u00ab Bicyclettes \u00bb + \u00ab V\u00e9los \u00bb au groupe d\u2019annonce \u00ab Bicyclettes \u00bb avant sa s\u00e9paration en deux groupes :<\/p><ul><li>Le co\u00fbt par clic (CPC) a baiss\u00e9 de 2 %.<\/li><li>Le co\u00fbt par conversion a baiss\u00e9 de 35 %.<\/li><li>Le taux de conversion a augment\u00e9 de 54 %.<\/li><li>Le retour sur les d\u00e9penses publicitaires (ROAS) a augment\u00e9 de 62 %.<\/li><\/ul>\t\t\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-44ac3808 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44ac3808\" data-element_type=\"section\">\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-6e70e2f8\" data-id=\"6e70e2f8\" data-element_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-51ea0e8a elementor-widget elementor-widget-text-editor\" data-id=\"51ea0e8a\" data-element_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<h2>Conclusion<\/h2><p>Le probl\u00e8me initial s\u2019explique par la strat\u00e9gie suivie par Google ces derni\u00e8res ann\u00e9es, qui a accord\u00e9 de plus en plus de libert\u00e9 \u00e0 son IA tout en laissant moins de contr\u00f4le aux annonceurs. Trois grandes dates illustrent cette tendance :<\/p><ul><li>2018: Google Ads ne tient plus compte des correspondances exactes de mots cl\u00e9s.<\/li><li>2020: Google Ads ne montre plus tous les termes de recherche.<\/li><li>2021: Google Ads n\u2019autorise plus le BMM (ciblage large modifi\u00e9 des mots cl\u00e9s).<\/li><\/ul><p>Suite \u00e0 ces changements, il s\u2019av\u00e8re donc n\u00e9cessaire de proc\u00e9der \u00e0 des tests et \u00e0 des ajustements en continu plut\u00f4t que de s\u2019appuyer enti\u00e8rement sur l\u2019IA de Google Ads pour d\u00e9finir des termes de recherches et des mots cl\u00e9s.<\/p><p><em>Vous ne parvenez pas \u00e0 maximiser l\u2019efficacit\u00e9 de vos campagnes Google Ads ? comtogether vous aide \u00e0 cr\u00e9er des campagnes marketing impactantes, \u00e0 m\u00eame de relever les plus grands d\u00e9fis publicitaires actuels. <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/ewyabbkav.preview.infomaniak.website\/fr\/contact\/\">Contactez-nous d\u00e8s aujourd\u2019hui <\/a><\/span>pour programmer votre session de strat\u00e9gie gratuite.<br \/><\/em><\/p>\t\t\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-1d241363 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1d241363\" data-element_type=\"section\">\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-3ab03dc5\" data-id=\"3ab03dc5\" data-element_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-546a90c elementor-align-left elementor-widget elementor-widget-post-info\" data-id=\"546a90c\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-b6c794c elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.comtogether.com\/fr\/author\/jean-michel\/\">\n\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\t<i aria-hidden=\"true\" class=\"far fa-user-circle\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tJean-Michel Fontaine\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7107e1e elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.comtogether.com\/fr\/2021\/05\/19\/\">\n\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\t<i aria-hidden=\"true\" class=\"fas fa-calendar\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>May 19, 2021<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\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-79b8450 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"79b8450\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/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-62ddf6c0 elementor-widget elementor-widget-heading\" data-id=\"62ddf6c0\" data-element_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\">Spread the word<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d595960 elementor-share-buttons--view-icon elementor-share-buttons--shape-rounded elementor-share-buttons--skin-gradient elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-global elementor-global-6908 elementor-widget-share-buttons\" data-id=\"d595960\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/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-23409c57 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23409c57\" data-element_type=\"section\">\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-1c9179a3\" data-id=\"1c9179a3\" data-element_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-76d4906a elementor-widget elementor-widget-spacer\" data-id=\"76d4906a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/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-3c7b4bae elementor-widget elementor-widget-heading\" data-id=\"3c7b4bae\" data-element_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\">\u00c0 propos de l'auteur<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49bbf07e elementor-author-box--layout-image-left elementor-author-box--align-left elementor-author-box--avatar-yes elementor-author-box--biography-yes elementor-widget elementor-widget-author-box\" data-id=\"49bbf07e\" data-element_type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/69fbede41f36c831c886c195080c9d8802a7034ff07e2213ebeb9e9e5e1972fb?s=300&#038;d=mm&#038;r=g\" alt=\"Picture of Jean-Michel Fontaine\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\tJean-Michel is a well of knowledge in all things digital, as well as an incurable spreadsheet fanatic. He genuinely likes to share his experience and to build up our clients  digital competencies.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/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>Votre intuition au secours de l\u2019intelligence artificielle de Google Ads L\u2019intelligence artificielle (IA) de Google Ads n\u2019a peut-\u00eatre jamais \u00e9t\u00e9 aussi efficace, mais elle ne s\u2019av\u00e8re pas toujours fiable au moment de faire des choix Par JEAN-MICHEL FONTAINE Google, l\u2019un&hellip;<\/p>\n","protected":false},"author":11,"featured_media":7795,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[79],"tags":[],"class_list":["post-7812","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-moteurs-de-recherche"],"_links":{"self":[{"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/posts\/7812","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/comments?post=7812"}],"version-history":[{"count":5,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/posts\/7812\/revisions"}],"predecessor-version":[{"id":8026,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/posts\/7812\/revisions\/8026"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/media\/7795"}],"wp:attachment":[{"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/media?parent=7812"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/categories?post=7812"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.comtogether.com\/fr\/wp-json\/wp\/v2\/tags?post=7812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}