{"id":18888,"date":"2023-07-07T09:00:55","date_gmt":"2023-07-07T07:00:55","guid":{"rendered":"https:\/\/www.revfine.com\/?p=18888"},"modified":"2023-12-06T15:33:44","modified_gmt":"2023-12-06T14:33:44","slug":"data-hotel-forecasting","status":"publish","type":"post","link":"https:\/\/www.revfine.com\/fr\/data-hotel-forecasting\/","title":{"rendered":"Quelles sont les donn\u00e9es les plus pr\u00e9cieuses pour les h\u00f4tels lors des pr\u00e9visions\u00a0?"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:25px;--awb-padding-right:35px;--awb-padding-left:35px;--awb-padding-right-small:15px;--awb-padding-left-small:15px;--awb-margin-bottom:30px;--awb-background-color:#212121;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\" style=\"--awb-content-alignment:center;--awb-font-size:17px;--awb-text-transform:none;\"><h2><span style=\"color: #d4a763; font-size: 16pt;\">Question pour notre panel d&#039;experts en gestion des revenus\u00a0:<\/span><\/h2>\n<p><span style=\"color: #ffffff;\">Quelles informations sont les plus importantes pour les h\u00f4tels lors de leurs pr\u00e9visions\u00a0? Quelles donn\u00e9es doivent \u00eatre prioris\u00e9es par les \u00e9quipes de revenue management ? (Question propos\u00e9e par Daniel Feitosa)<\/span><\/p>\n<\/div><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:30px;width:100%;max-width:100px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#d4a763;border-color:#d4a763;border-top-width:4px;\"><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:-25px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\" style=\"--awb-content-alignment:left;\"><h2><span style=\"font-size: 20pt;\">Groupe d&#039;experts de l&#039;industrie<\/span><\/h2>\n<\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:15px;--awb-text-color:#212121;\"><p>Notre panel d&#039;experts de l&#039;industrie est compos\u00e9 de professionnels de l&#039;industrie de l&#039;h\u00f4tellerie et du voyage. Ils ont des connaissances compl\u00e8tes et d\u00e9taill\u00e9es, une exp\u00e9rience de la pratique ou de la gestion et sont avant-gardistes. Ils r\u00e9pondent \u00e0 des questions sur l&#039;\u00e9tat de l&#039;industrie. Ils partagent leurs points de vue sur des sujets tels que la gestion des revenus, le marketing, les op\u00e9rations, la technologie et discutent des derni\u00e8res tendances.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:-30px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\" style=\"--awb-line-height:1.7;--awb-text-transform:none;\"><h3>Notre panel d&#039;experts en gestion des revenus<\/h3>\n<ul>\n<li><span style=\"text-decoration: underline;\"><a href=\"#chaya-kowal\">Chaya Kowal \u2013 Directrice de la gestion des revenus, Potato Head Family<\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><a href=\"#theresa-prins\">Theresa Prins \u2013 Fondatrice, Revenue Resolutions<\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><a href=\"#daniel-feitosa\">Daniel Feitosa \u2013 Sp\u00e9cialiste de la gestion des revenus<\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#tanya-hadwick\">Tanya Hadwick \u2013 Responsable des revenus et du rendement du groupe, SunSwept Resorts<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#krunal-shah\">Krunal Shah - Directeur du groupe des revenus, Dorsett Hospitality International<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><a href=\"#heidi-gempel\">Heidi Gempel \u2013 Fondatrice, HGE International Pte Ltd<\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#silvia-cantarella\">Silvia Cantarella \u2013 Consultante en Revenue Management, Revenue Acrobats<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#edyta-walczak\">Edyta Walczak \u2013 Experte en gestion des revenus<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#massimiliano-terzulli\">Massimiliano Terzulli \u2013 Consultant en gestion des revenus, Franco Grasso Revenue Team<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><a href=\"#mariska-vanheemskerk\">Mariska van Heemskerk \u2013 Propri\u00e9taire, Revenue Management Works<\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#heiko-rieder\">Heiko Rieder \u2013 Professionnel de la gestion des revenus<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><a href=\"#sergio-sartori\">Sergio Sartori \u2013 Directeur principal des revenus du groupe, Ruby GmbH<\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><a href=\"#nikhil-roy\"><span style=\"color: #d4a763; text-decoration: underline;\">Nikhil Roy \u2013 Revenue &amp; Pricing Manager, Key Hospitality BV<\/span><\/a><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#join-panel\">Posez une question \u00e0 notre panel<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #d4a763; text-decoration: underline;\"><a style=\"color: #d4a763; text-decoration: underline;\" href=\"#join-panel\">Rejoignez notre panel d&#039;experts<\/a><\/span><\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div id=\"chaya-kowal\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-1 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-13592\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Chaya-Kowal-150x150.png\" alt=\"Chaya Kowal\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Chaya-Kowal-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Chaya-Kowal-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Chaya-Kowal.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Chaya Kowal<\/span><span class=\"person-title\">Directeur de la gestion des revenus, Potato Head Family<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/chaya-kowal\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Les pr\u00e9visions pr\u00e9-pand\u00e9miques et post-pand\u00e9miques diff\u00e8rent un peu dans le sens o\u00f9 les donn\u00e9es pass\u00e9es ne sont plus vraiment pertinentes. Les donn\u00e9es et la segmentation pass\u00e9es ont constitu\u00e9 la base de tant de responsables des revenus et d&#039;\u00e9quipes commerciales que je connais et elles constituaient autrefois un facteur important \u00e0 prendre en compte pour les pr\u00e9visions.<\/em><\/p>\n<p><em>Les pr\u00e9visions sont \u00e9galement devenues encore plus importantes de nos jours, car de nombreux h\u00f4tels fonctionnent avec des effectifs r\u00e9duits, ce qui permettra aux \u00e9quipes op\u00e9rationnelles de mieux planifier leurs horaires.<\/em><\/p>\n<p><em>Nous sommes actuellement confront\u00e9s \u00e0 un march\u00e9 tr\u00e8s volatil et les tendances ne sont pas du tout coh\u00e9rentes. Les restrictions de voyage sont constamment modifi\u00e9es\/mises \u00e0 jour, ce qui affecte \u00e9galement le comportement des consommateurs. Par cons\u00e9quent, la prise de d\u00e9cision en termes de tarification et de strat\u00e9gie peut aujourd\u2019hui constituer un d\u00e9fi pour de nombreux revenue managers.<\/em><\/p>\n<p><em>Je ne peux pas dire qu&#039;il existe une information la plus importante pour les pr\u00e9visions. La gestion des revenus consiste \u00e0 utiliser efficacement des donn\u00e9es provenant de diff\u00e9rentes sources pour pouvoir prendre des d\u00e9cisions correctes en mati\u00e8re de tarification et de pr\u00e9visions.<\/em><\/p>\n<p><em>Les bases, bien s\u00fbr, restent les m\u00eames\u00a0: les livres, la demande, les tendances futures, les d\u00e9lais de livraison, le ramassage, la dur\u00e9e du s\u00e9jour, les vacances, les \u00e9v\u00e9nements sp\u00e9ciaux, la saisonnalit\u00e9 g\u00e9n\u00e9rale, la saisonnalit\u00e9 de la nationalit\u00e9, les segments, les affaires de groupe, les affaires d&#039;entreprise (principalement pour les villes). h\u00f4tels), trafic de recherche pour la destination\/pour la zone o\u00f9 se trouve l&#039;h\u00f4tel, trafic sur le site Web de la marque, informations OTA sur le march\u00e9 et le comportement des consommateurs, demande\/tendances du jour de la semaine par rapport au week-end, etc.<\/em><\/p>\n<p><em>Les donn\u00e9es et informations prospectives li\u00e9es \u00e0 la pand\u00e9mie sont devenues un aspect encore plus important de la pr\u00e9vision de nos jours.<\/em><\/p>\n<ul>\n<li><em>Observer comment les diff\u00e9rents march\u00e9s s&#039;adaptent aux voyages avec la pand\u00e9mie\u00a0: cela affecte-t-il la dur\u00e9e de vie, les d\u00e9lais de livraison, etc\u00a0?<\/em><\/li>\n<li><em>Nous prenons \u00e9galement en compte des donn\u00e9es suppl\u00e9mentaires telles que les restrictions de voyage, les exigences de visa, etc. li\u00e9es \u00e0 la pand\u00e9mie.<\/em><\/li>\n<li><em>Suivi des annulations.<\/em><\/li>\n<li><em>Le march\u00e9 principal a-t-il chang\u00e9 ? Si le march\u00e9 principal s&#039;est d\u00e9plac\u00e9 vers les pays nationaux ou voisins, comment cela a-t-il affect\u00e9 l&#039;ADR et pendant combien de temps cela continuera-t-il ainsi ?<\/em><\/li>\n<li><em>Vos Top Comptes \u00e9voluent ? Qu\u2019est-ce que cela repr\u00e9sente pour vos tarifs et votre occupation ?<\/em><\/li>\n<li><em>Comment les restrictions de voyage changeront-elles pour la destination dans les prochains mois ? Quels pays pourront voyager vers la destination ? Ou les gens pr\u00e9f\u00e8rent-ils voyager \u00e9galement au niveau national\/dans leur propre r\u00e9gion ?<\/em><\/li>\n<li><em>Les gens pr\u00e9f\u00e8rent-ils des destinations sans quarantaine ? La destination a-t-elle une quarantaine \u00e0 l&#039;arriv\u00e9e ?<\/em><\/li>\n<li><em>Les gens r\u00e9servent-ils des s\u00e9jours plus longs et pr\u00e9f\u00e8rent-ils des chambres\/suites ou villas plus spacieuses\u00a0?<\/em><\/li>\n<li><em>Les gens sont-ils pr\u00eats \u00e0 d\u00e9penser plus, \u00e0 rester plus longtemps et \u00e0 faire des folies dans des cat\u00e9gories de chambres sup\u00e9rieures (puisqu&#039;ils n&#039;ont peut-\u00eatre pas voyag\u00e9 depuis longtemps)\u00a0? Il existe de nombreuses enqu\u00eates disponibles sur les commentaires des personnes du monde entier.<\/em><\/li>\n<li><em>Quelles sont les tendances \u00e0 venir\u00a0: recherches de pays, donn\u00e9es de recherche de vols, analyses de sites Web, etc.<\/em><\/li>\n<li><em>Des changements d\u00e9mographiques ?<\/em><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"theresa-prins\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-2 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-12766\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Theresa-Prins-150x150.png\" alt=\"Th\u00e9r\u00e8se Prins\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Theresa-Prins-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Theresa-Prins-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Theresa-Prins.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Th\u00e9r\u00e8se Prins<\/span><span class=\"person-title\">Fondateur, R\u00e9solutions de revenus<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/theresa-prins-9335b04\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Contrairement \u00e0 l\u2019avant-COVID, le facteur le plus important \u00e0 utiliser pour vos pr\u00e9visions est la tendance actuelle de la demande au cours des 21 \u00e0 28 derniers jours. Vous ne pouvez pas utiliser les donn\u00e9es de l&#039;ann\u00e9e derni\u00e8re ni m\u00eame de l&#039;ann\u00e9e pr\u00e9c\u00e9dente car le statu quo a chang\u00e9. Les donn\u00e9es sur le jour de la semaine sont toujours tr\u00e8s pertinentes compte tenu du mod\u00e8le de demande actuel, ainsi que du comportement des groupes de segmentation du march\u00e9. Les jours f\u00e9ri\u00e9s et les \u00e9v\u00e9nements jouent toujours un r\u00f4le. <\/em><\/p>\n<p><em>Ce n\u2019est peut-\u00eatre pas aussi important qu\u2019avant, mais cela aura g\u00e9n\u00e9ralement une incidence sur vos pr\u00e9visions. Un facteur d&#039;influence nouveau dans notre module de pr\u00e9vision et qui joue d\u00e9sormais un r\u00f4le sont les restrictions de voyage en provenance de votre propre pays et des march\u00e9s qui le soutiennent, ainsi que le nombre de cas de COVID et les avis d&#039;experts sur les nouvelles vagues de cas, etc.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-7 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"daniel-feitosa\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-8 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-3 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-15644\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2015\/01\/Daniel-Feitosa-150x150.png\" alt=\"Daniel Feitosa\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2015\/01\/Daniel-Feitosa-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2015\/01\/Daniel-Feitosa.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Daniel Feitosa<\/span><span class=\"person-title\">Sp\u00e9cialiste de la gestion des revenus<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/feitosadaniel\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab\u00a0Donn\u00e9es historiques (m\u00eame moment dans le temps et r\u00e9sultats pass\u00e9s), calendrier des \u00e9v\u00e9nements, actualit\u00e9s, rythme de r\u00e9servation et segmentation. D&#039;un point de vue de haut niveau, \u00eatre capable de voir le Booking Pace est l&#039;information la plus utile. Cela vous permet de voir quand et \u00e0 quelle vitesse les r\u00e9servations arrivent pour n&#039;importe quelle date. et au moment o\u00f9 vous suivez les donn\u00e9es, vous pouvez comparer et pr\u00e9voir les dates. Avec les informations Pace, vous pouvez les diviser pour les avoir par segment, par date d&#039;\u00e9v\u00e9nement et cat\u00e9gorie de salle et toute autre analyse \u00ab micro \u00bb.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-9 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"tanya-hadwick\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-10 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-4 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-11792\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Tanya-Hadwick-150x150.png\" alt=\"Tanya Hadwick\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Tanya-Hadwick-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Tanya-Hadwick-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Tanya-Hadwick.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Tanya Hadwick<\/span><span class=\"person-title\">Chef des revenus et du rendement du groupe, SunSwept Resorts<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/tanya-hadwick-6776065\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab\u00a0En ces temps de transition li\u00e9s au COVID, nous ne pouvons plus nous fier \u00e0 nos donn\u00e9es pass\u00e9es (strat\u00e9gies de tarification pr\u00e9c\u00e9dentes, tendances historiques de la demande depuis l&#039;OTB jusqu&#039;aux revenus r\u00e9alis\u00e9s), et nous devons nous concentrer sur les donn\u00e9es de la demande future, en examinant la situation actuelle et en comprenant la demande. les tendances.<\/em><\/p>\n<p><em>Lorsque l&#039;on regarde On The Books, il est vraiment n\u00e9cessaire d&#039;examiner ce qui fonctionne bien par segment, en \u00e9valuant les nouveaux mod\u00e8les de comportement des clients, en utilisant la base de donn\u00e9es clients et les m\u00e9dias sociaux pour \u00e9valuer les besoins actuels et \u00e0 venir afin de promouvoir au bon moment pour garantir la demande requise. .<\/em><\/p>\n<p><em>Consultez les statistiques actuelles sur les r\u00e9servations, les annulations et les modifications pour vous aider \u00e0 pr\u00e9dire la fiabilit\u00e9 des donn\u00e9es OTB. L&#039;intelligence du march\u00e9, la recherche de tarifs aupr\u00e8s des concurrents, la compr\u00e9hension des facteurs de transport a\u00e9rien (pour les stations baln\u00e9aires de l&#039;\u00eele) ont tous un impact sur la demande future potentielle, car il est n\u00e9cessaire d&#039;analyser votre march\u00e9 et les facteurs internes et externes qui peuvent avoir un impact.<\/em><\/p>\n<p><em>L\u2019exactitude des donn\u00e9es dans les syst\u00e8mes est importante, d\u2019autant plus que nous devons pr\u00e9parer des sc\u00e9narios pour garantir que chacun est pr\u00e9par\u00e9 aux impacts potentiels et puisse r\u00e9agir rapidement. Toutes les informations que nous \u00e9valuons lors de la cr\u00e9ation d&#039;une pr\u00e9vision sont importantes, sinon nous ne consacrerions pas de temps \u00e0 la collecte et \u00e0 l&#039;analyse. Cependant, garantir l\u2019exactitude des donn\u00e9es actuelles de l\u2019OTB serait une priorit\u00e9 pour commencer \u00e0 \u00e9valuer la demande future.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-11 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"krunal-shah\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-12 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-5 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-17631\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Krunal-Shah-150x150.png\" alt=\"Krunal Shah\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Krunal-Shah-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Krunal-Shah-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Krunal-Shah.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Krunal Shah<\/span><span class=\"person-title\">Directeur de cluster des revenus, Dorsett Hospitality International<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/krunal-shah-ba889924\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab La pr\u00e9vision d\u00e9pend de la pertinence et de la disponibilit\u00e9 de v\u00e9ritables donn\u00e9es historiques et de la p\u00e9riode qui doit \u00eatre pr\u00e9vue. Il est tr\u00e8s important de d\u00e9velopper un processus de pr\u00e9vision pour des pr\u00e9visions pr\u00e9cises. Les conditions inconnues du march\u00e9, la demande et l&#039;offre, la sensibilit\u00e9 aux prix et les fluctuations des taux de r\u00e9mun\u00e9ration sont tous pris en compte lors des pr\u00e9visions pour une p\u00e9riode sp\u00e9cifique.<\/em><\/p>\n<p><em>La pr\u00e9vision a toujours \u00e9t\u00e9 un m\u00e9lange de motivation et d&#039;int\u00e9r\u00eat personnels suivi d&#039;un processus math\u00e9matique qui analyse une grande quantit\u00e9 de donn\u00e9es. Il est \u00e9galement tr\u00e8s important de comprendre l\u2019objectif des pr\u00e9visions et ce que vous souhaitez obtenir \u00e0 partir de vos chiffres pr\u00e9visionnels.<\/em><\/p>\n<p><em>Les \u00e9v\u00e9nements sp\u00e9ciaux doivent \u00eatre pris en compte lors des pr\u00e9visions, en regardant \u00e0 la m\u00eame p\u00e9riode l&#039;ann\u00e9e derni\u00e8re et les chiffres budg\u00e9taires requis. Les syst\u00e8mes de gestion des revenus disposent aujourd&#039;hui d&#039;un outil de pr\u00e9vision int\u00e9gr\u00e9 pour aider les responsables\/directeurs des revenus \u00e0 \u00e9tablir des pr\u00e9visions pr\u00e9cises. C&#039;est toujours Garbage in \u2013 Garbage out. Plus les donn\u00e9es saisies dans le RMS sont pr\u00e9cises, plus vous obtiendrez des r\u00e9sultats de pr\u00e9vision pr\u00e9cis.<\/em><\/p>\n<p><em>De mon point de vue, lorsque je fais des pr\u00e9visions pour un h\u00f4tel\/resort, je partage \u00e9galement avec les \u00e9quipes concern\u00e9es afin de comprendre comment nous pouvons atteindre les chiffres pr\u00e9vus. Par exemple, s\u2019il est n\u00e9cessaire de proposer une offre promotionnelle pour atteindre ce chiffre pr\u00e9vu ou tout gain suppl\u00e9mentaire pouvant contribuer au r\u00e9sultat net.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-13 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"heidi-gempel\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-14 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-6 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-17637\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Heidi-Gempel-150x150.png\" alt=\"Heidi Gempel\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Heidi-Gempel-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Heidi-Gempel-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Heidi-Gempel.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Heidi Gempel<\/span><span class=\"person-title\">Fondateur, HGE International Pte Ltd<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/heidigempel\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab \u00c0 ce stade, les pr\u00e9visions \u00e0 court terme (les 4 prochaines semaines et moins) sont bas\u00e9es sur les performances historiques, \u00e0 la diff\u00e9rence que seules les derni\u00e8res semaines sont prises en compte (plut\u00f4t que par comparaison avec les mois ou m\u00eame les ann\u00e9es pr\u00e9c\u00e9dents). Le rythme et la reprise des derni\u00e8res semaines, ainsi que les annonces politiques du gouvernement en mati\u00e8re de restrictions et de mesures. sont actuellement les indicateurs les plus importants.<\/em><\/p>\n<p><em>Cela d\u00e9terminera l\u2019acc\u00e8s \u00e0 la destination et si\/combien de personnes peuvent se rencontrer ainsi que les \u00e9ventuelles restrictions de travail. Les pr\u00e9visions au-del\u00e0 de 3-4 semaines sont actuellement tr\u00e8s fluides. Des hypoth\u00e8ses globales doivent \u00eatre formul\u00e9es sur la base de la politique gouvernementale.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-15 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"silvia-cantarella\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-16 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-15 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-7 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-11791\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Silvia-Cantarella-150x150.jpg\" alt=\"Silvia Cantarella\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Silvia-Cantarella-150x150.jpg 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Silvia-Cantarella-300x300.jpg 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Silvia-Cantarella.jpg 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Silvia Cantarella<\/span><span class=\"person-title\">Consultant en Revenue Management, Revenue Acrobats<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/silviacantarella\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Les pr\u00e9visions ont radicalement chang\u00e9 apr\u00e8s le Covid, car les donn\u00e9es historiques ont perdu de leur importance et l&#039;accent est mis sur les nouvelles tendances\u00a0: les intentions de recherche et les conversions (combien de visites et de recherches sur notre BE ou notre site Web par rapport aux conversions), quelles sources g\u00e9ographiques (restrictions de voyage et couloirs de voyage). ), quelles routes a\u00e9riennes sont ouvertes et cartes de vols, quels types de plans tarifaires sont r\u00e9serv\u00e9s (flexible vs promo vs pr\u00e9pay\u00e9), analyse de segment et de cible (du segment individuel \u00e0 la cible des couples, des familles, des voyageurs seuls uniquement) et \u00e9videmment la fen\u00eatre de r\u00e9servation. <\/em><\/p>\n<p><em>L&#039;histoire n&#039;est pas compl\u00e8tement oubli\u00e9e, mais par exemple, j&#039;ai tendance \u00e0 utiliser des p\u00e9riodes de r\u00e9f\u00e9rence tr\u00e8s proches comme les semaines et\/ou mois pass\u00e9s afin de tracer une tendance. C\u2019est \u00e9galement formidable d\u2019utiliser un point de r\u00e9f\u00e9rence comparant la courbe de croissance avec le march\u00e9 et la distance qui nous s\u00e9pare des indices pr\u00e9-pand\u00e9miques.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-17 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-16 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"edyta-walczak\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-18 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-17 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-8 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-11778\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Edyta-Walczak-150x150.png\" alt=\"Edyta Walczak\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Edyta-Walczak-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Edyta-Walczak-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Edyta-Walczak.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Edyta Walczak<\/span><span class=\"person-title\">Experte en gestion des revenus<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/edyta-walczak-9abb3a25\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Les \u00e9v\u00e9nements r\u00e9cents ont mis en \u00e9vidence que s&#039;appuyer sur des donn\u00e9es historiques pour les pr\u00e9visions et la tarification \u00e9tait beaucoup trop risqu\u00e9, les revenue managers ont donc d\u00fb adapter et modifier leur m\u00e9thodologie de pr\u00e9vision. Nous devrions nous fier davantage aux donn\u00e9es prospectives plut\u00f4t qu\u2019aux donn\u00e9es historiques. Puisque nous ne pouvons pas nous fier aux tendances pass\u00e9es pour faire des pr\u00e9visions, nous pouvons plut\u00f4t adopter des pr\u00e9visions \u00e0 court terme, en accordant plus d\u2019importance \u00e0 l\u2019histoire \u00e0 court terme. Outre le suivi et l\u2019analyse des performances des deux \u00e0 trois derni\u00e8res semaines, nous devrions \u00e9galement prendre en compte\u00a0:<\/em><\/p>\n<ul>\n<li><em>Restrictions de voyage mondiales et nationales, confinements, distribution de vaccins et mesures de distanciation sociale<\/em><\/li>\n<li><em>Niveaux de transport a\u00e9rien<\/em><\/li>\n<li><em>Changements dans le comportement des visiteurs, leur pouvoir d\u2019achat et leurs attentes<\/em><\/li>\n<li><em>Regrets et refus<\/em><\/li>\n<li><em>Tendances de recherche et Google Analytics<\/em><\/li>\n<li><em>Rythme de r\u00e9servation et d\u00e9lai<\/em><\/li>\n<li><em>Analyser le pipeline des groupes, calculer le lavage de conversion et d&#039;allocation<\/em><\/li>\n<li><em>Tendances du march\u00e9<\/em><\/li>\n<li><em>Des \u00e9v\u00e9nements qui stimulent la demande \u00bb<\/em><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-19 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-18 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"massimiliano-terzulli\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-20 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-19 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-9 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-11785\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Massimiliano-Terzulli-150x150.png\" alt=\"Massimiliano Terzulli\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Massimiliano-Terzulli-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Massimiliano-Terzulli-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Massimiliano-Terzulli.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Massimiliano Terzulli<\/span><span class=\"person-title\">Consultant en gestion des revenus, Franco Grasso Revenue Team<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/massimilianoterzulli\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-13\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>&quot;A l&#039;\u00e9poque pr\u00e9-covid, la pr\u00e9vision \u00e9tait d\u00e9finie comme l&#039;analyse des donn\u00e9es historiques et futures afin de pr\u00e9voir la demande pour chaque jour de l&#039;ann\u00e9e et ensuite de prendre des d\u00e9cisions strat\u00e9giques judicieuses sur les prix, l&#039;offre commerciale, la gestion du personnel, les services \u00e0 offrir et optimisation des co\u00fbts.<\/em><\/p>\n<p><em>La pand\u00e9mie a remis en question cette tendance, mais l\u2019analyse d\u2019un m\u00e9lange de donn\u00e9es historiques et futures reste essentielle. Ce qui peut changer, c&#039;est le type de donn\u00e9es prises en compte. Si avant covid les donn\u00e9es historiques (taux d&#039;occupation, ADR, segmentation par canal, type de chambre etc.) prises en compte \u00e9taient li\u00e9es au m\u00eame jour de l&#039;ann\u00e9e pr\u00e9c\u00e9dente, pendant la pand\u00e9mie elles \u00e9taient plut\u00f4t li\u00e9es au m\u00eame jour de la semaine pr\u00e9c\u00e9dente, voire au jour avant.<\/em><\/p>\n<p><em>Cependant, dans le cas de pays revenant \u00e0 une quasi-normalit\u00e9 gr\u00e2ce aux vaccinations, les donn\u00e9es historiques d\u2019une grande importance peuvent \u00eatre le m\u00eame jour de 2019 ou 2018, les derni\u00e8res ann\u00e9es normales avant le covid. Surtout dans le cas d\u2019\u00e9v\u00e9nements qui ont eu lieu avant le Covid, annul\u00e9s ou report\u00e9s pendant la pand\u00e9mie, et qui reprennent d\u00e9sormais progressivement.<\/em><\/p>\n<p><em>Dans le cas des donn\u00e9es futures, avant covid, nous avons notamment consid\u00e9r\u00e9 les retraits, l&#039;occupation des livres, la fen\u00eatre moyenne de r\u00e9servation, la rapidit\u00e9 de saisie des r\u00e9servations, les \u00e9v\u00e9nements et un aper\u00e7u g\u00e9n\u00e9ral des concurrents. Aujourd\u2019hui, en p\u00e9riode de pand\u00e9mie, on a in\u00e9vitablement tendance \u00e0 s\u2019int\u00e9resser \u00e0 des param\u00e8tres m\u00e9dicaux et scientifiques comme l\u2019indice Rt (qui d\u00e9termine l\u2019expansion ou la r\u00e9gression de la pand\u00e9mie selon que la valeur est sup\u00e9rieure ou inf\u00e9rieure \u00e0 1, c\u2019est-\u00e0-dire comment de nombreuses personnes sont infect\u00e9es en moyenne par une personne), le taux de vaccination, le taux d&#039;hospitalisation, le taux de l\u00e9talit\u00e9, ainsi que des facteurs saisonniers, environnementaux, sociaux et politiques qui peuvent avoir un lien direct avec l&#039;\u00e9volution de la pand\u00e9mie et donc avec la volume de demande pr\u00e9visible pour une certaine p\u00e9riode.<\/em><\/p>\n<p><em>Et cette analyse doit \u00eatre r\u00e9alis\u00e9e aussi bien au sein de sa propre micro ou macro-destination que dans toutes les destinations qui peuvent repr\u00e9senter des march\u00e9s \u00e9metteurs.<\/em><br \/>\n<em>De plus, il est important de prendre en compte bien s\u00fbr le niveau d&#039;offre sur un territoire donn\u00e9, c&#039;est-\u00e0-dire combien et quels h\u00f4tels sont ferm\u00e9s temporairement ou d\u00e9finitivement \u00e0 cause du covid et combien de nouvelles ouvertures remplaceront les fermetures.\u00bb<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-21 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-20 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"mariska-vanheemskerk\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-22 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-21 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-10 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-13595\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Mariska-van-Heemskerk-150x150.png\" alt=\"Mariska van Heemskerk\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Mariska-van-Heemskerk-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Mariska-van-Heemskerk-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Mariska-van-Heemskerk.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Mariska van Heemskerk<\/span><span class=\"person-title\">Propri\u00e9taire, travaux de gestion des revenus<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/mariska-van-heemskerk-02567722\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-14\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Je consid\u00e8re les donn\u00e9es suivantes comme \u00e9tant parmi les donn\u00e9es les plus importantes :<\/em><\/p>\n<ul>\n<li><em>Recueillir les tendances<\/em><\/li>\n<li><em>Donn\u00e9es au m\u00eame moment (OTB par rapport \u00e0 la quantit\u00e9 r\u00e9cup\u00e9r\u00e9e LY)<\/em><\/li>\n<li><em>Tarification de la concurrence par rapport \u00e0 votre propre tarification<\/em><\/li>\n<li><em>Calendrier des \u00e9v\u00e9nements comprenant des d\u00e9tails sur les participants\/invit\u00e9s\/visiteurs<\/em><\/li>\n<li><em>Groupes inscrits (d\u00e9finis) : lavage vs ramassage pr\u00e9vu<\/em><\/li>\n<li><em>Groupes inscrits sur les livres (options)<\/em><\/li>\n<\/ul>\n<p><em>Mais avec toutes ces donn\u00e9es et la fa\u00e7on dont le paysage a chang\u00e9 au cours des deux derni\u00e8res ann\u00e9es de Covid, tout se r\u00e9sume \u00e0 la fa\u00e7on dont vous interpr\u00e9tez ces donn\u00e9es et vous concentrez sur les tendances les plus r\u00e9centes, par exemple, comment s&#039;est d\u00e9roul\u00e9e la reprise pendant la pand\u00e9mie. Au cours des derni\u00e8res semaines, quand constatons-nous une reprise et quelles sont les derni\u00e8res restrictions non seulement sur votre emplacement mais \u00e9galement sur les emplacements d&#039;origine de vos principaux clients.<\/em><\/p>\n<p><em>Lorsque le march\u00e9 se r\u00e9tablira, recherchez de nouvelles tendances en mati\u00e8re de voyage, \u00e0 mesure que le secteur aura chang\u00e9. J&#039;utiliserais toujours les donn\u00e9es ci-dessus, mais pour chaque pr\u00e9vision, cela d\u00e9pend de ce que nous faisons avec ces donn\u00e9es et des syst\u00e8mes d&#039;achat (RMS) qui peuvent vous aider \u00e0 suivre les anomalies et \u00e0 soutenir les pr\u00e9visions.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-23 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-22 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"heiko-rieder\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-24 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-23 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-11 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-11779\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Heiko-Rieder-150x150.png\" alt=\"Heiko Rieder\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Heiko-Rieder-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Heiko-Rieder-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2025\/07\/Heiko-Rieder.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Heiko Rieder<\/span><span class=\"person-title\">Professionnel de la gestion des revenus<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/heiko-rieder-53554213\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-15\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Apr\u00e8s avoir reconnu que la pand\u00e9mie a rendu les donn\u00e9es historiques inutiles pour la pr\u00e9vision de la demande en raison de l&#039;\u00e9volution constante des comportements de r\u00e9servation, l&#039;attention port\u00e9e aux donn\u00e9es prospectives sur la demande s&#039;est instantan\u00e9ment accrue et, heureusement, les fournisseurs de technologies ont r\u00e9agi rapidement \u00e0 cette exigence. <\/em><br \/>\n<em>En ce qui concerne les donn\u00e9es prospectives, il existe diff\u00e9rentes options pour fournir une indication de la demande future.<\/em><\/p>\n<ul>\n<li><em>Poss\u00e9der une entreprise inscrite dans les livres, divis\u00e9e en segments ou canaux<\/em><\/li>\n<li><em>Affaires inscrites dans les livres de l&#039;ensemble concurrentiel, d\u00e9compos\u00e9es en segments ou canaux<\/em><\/li>\n<li><em>Pr\u00e9diction de la demande bas\u00e9e sur le comportement de recherche des GDS, OTA ou moteurs de recherche pour des destinations sp\u00e9cifiques<\/em><\/li>\n<\/ul>\n<p><em>Le choix des donn\u00e9es \u00e0 utiliser pour les pr\u00e9visions d\u00e9pendra de la position, de l&#039;emplacement ou du march\u00e9 d&#039;un h\u00f4tel. Un h\u00f4tel dot\u00e9 d&#039;un argument de vente unique et significatif ne se souciera probablement pas beaucoup du taux d&#039;occupation futur des autres h\u00f4tels, mais sera plut\u00f4t plus int\u00e9ress\u00e9 par la demande attendue pour la r\u00e9gion dans son ensemble et par son propre rythme. Au contraire, pour les h\u00f4tels situ\u00e9s sur des march\u00e9s tr\u00e8s comp\u00e9titifs, il est tr\u00e8s important de savoir quel type d&#039;activit\u00e9 est pr\u00e9sent dans leur environnement concurrentiel et comment ils se comparent.<\/em><\/p>\n<p><em>Lors de la corr\u00e9lation simultan\u00e9e de diff\u00e9rentes donn\u00e9es provenant de plusieurs sources, la transparence sera probablement affect\u00e9e. Plus les donn\u00e9es sont m\u00e9lang\u00e9es pour g\u00e9n\u00e9rer des pr\u00e9visions de demande, plus il devient complexe de comprendre les moteurs des pr\u00e9visions de demande.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-25 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-24 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"sergio-sartori\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-26 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-25 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-12 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-17634\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Sergio-Sartori-150x150.png\" alt=\"Sergio Sartori\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Sergio-Sartori-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Sergio-Sartori-300x300.png 300w, https:\/\/www.revfine.com\/wp-content\/uploads\/2022\/01\/Sergio-Sartori.png 400w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Sergio Sartori<\/span><span class=\"person-title\">Directeur principal des revenus du groupe, Ruby GmbH<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/sergio-sartori-06a64065\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-16\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p><em>\u00ab Les donn\u00e9es les plus importantes sont les num\u00e9ros de collecte ainsi que les num\u00e9ros pass\u00e9s. Avec les donn\u00e9es pass\u00e9es, des mod\u00e8les peuvent \u00eatre reconnus qui peuvent \u00eatre adapt\u00e9s aux mois suivants. De plus, les analyses de la demande li\u00e9es \u00e0 un march\u00e9 donnent des indications importantes pour une pr\u00e9vision pr\u00e9cise.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-27 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-26 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;max-width:300px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div id=\"nikhil-roy\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-28 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-27 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><br><br><div class=\"fusion-person person fusion-person-left fusion-person-13 fusion-person-icon-top\" style=\"--awb-pic-style-color:#000000;--awb-pic-borderradius:50%;--awb-margin-top:0px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;--awb-social-box-border-top:0px;--awb-social-box-border-right:0px;--awb-social-box-border-bottom:0px;--awb-social-box-border-left:0px;--awb-social-box-border-color:var(--awb-color3);--awb-social-box-border-color-hover:var(--awb-color4);--awb-social-box-colors-hover:rgba(232,232,232,0.8);--awb-social-icon-boxed-colors:#e8e8e8;--awb-social-icon-colors:#bebdbd;--awb-social-icon-colors-hover:rgba(190,189,189,0.8);\"><div class=\"person-shortcode-image-wrapper\"><div class=\"person-image-container hover-type-none person-rounded-overflow\" style=\"-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;border:3px solid #f6f6f6;-webkit-border-radius:50%;-moz-border-radius:50%;border-radius:50%;\"><img decoding=\"async\" class=\"person-img img-responsive wp-image-15623\" width=\"150\" height=\"150\" src=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2015\/01\/Nikhil-Roy-150x150.png\" alt=\"Nikhil Roy\" srcset=\"https:\/\/www.revfine.com\/wp-content\/uploads\/2015\/01\/Nikhil-Roy-150x150.png 150w, https:\/\/www.revfine.com\/wp-content\/uploads\/2015\/01\/Nikhil-Roy.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><\/div><div class=\"person-desc\"><div class=\"person-author\"><div class=\"person-author-wrapper\"><span class=\"person-name\">Nikhil Roy<\/span><span class=\"person-title\">Responsable des revenus et des prix, Key Hospitality BV<\/span><\/div><div class=\"fusion-social-networks\"><div class=\"fusion-social-networks-wrapper\"><a class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin custom\" aria-label=\"fusion-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/nikhilroy24\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color:#bebdbd;font-size:16px;\" data-placement=\"top\" data-title=\"LinkedIn\" title=\"LinkedIn\" data-toggle=\"tooltip\"><\/a><\/div><\/div><\/div><div class=\"person-content fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-text fusion-text-17\" style=\"--awb-font-size:15px;--awb-text-transform:none;--awb-text-color:#646363;\"><p>\u00ab Il y a plusieurs points \u00e0 consid\u00e9rer lors de la pr\u00e9vision. L\u2019un des points de donn\u00e9es essentiels \u00e0 la gestion des revenus sont les donn\u00e9es de r\u00e9servation. Cela concerne le moment o\u00f9 une r\u00e9servation a \u00e9t\u00e9 re\u00e7ue et le moment o\u00f9 elle a \u00e9t\u00e9 consomm\u00e9e. Lors de la pr\u00e9vision, je pr\u00e9f\u00e8re utiliser la m\u00e9thode de prise en charge avanc\u00e9e, dans laquelle je prends en compte toutes les donn\u00e9es de r\u00e9servation (c&#039;est-\u00e0-dire pour les nuits de s\u00e9jour compl\u00e8tes et incompl\u00e8tes), puis j&#039;ex\u00e9cute une pr\u00e9vision combin\u00e9e.<\/p>\n<p>D\u2019autres points de contact int\u00e9ressants \u00e0 garder \u00e0 l\u2019esprit sont les rapports de rythme et la courbe de r\u00e9servation. Ces deux \u00e9l\u00e9ments me donnent une bonne id\u00e9e des performances de mon h\u00f4tel par rapport \u00e0 celles de l&#039;ann\u00e9e pr\u00e9c\u00e9dente.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div id=\"join-panel\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-29 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:10px;--awb-padding-right:30px;--awb-padding-left:30px;--awb-margin-top:10px;--awb-margin-bottom:10px;--awb-background-color:#efefef;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-28 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-18\" style=\"--awb-content-alignment:center;\"><h2>Posez une question et rejoignez notre panel d&#039;experts<\/h2>\n<\/div><div class=\"fusion-separator\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:-10px;margin-bottom:30px;width:100%;max-width:250px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#d4a763;border-color:#d4a763;border-top-width:4px;\"><\/div><\/div><div class=\"fusion-text fusion-text-19\" style=\"--awb-content-alignment:center;--awb-font-size:16px;\"><p>Souhaitez-vous que notre panel d&#039;experts de l&#039;industrie r\u00e9ponde \u00e0 une question? Ou souhaitez-vous rejoindre notre communaut\u00e9 d&#039;experts et partager votre exp\u00e9rience, vos id\u00e9es et vos connaissances avec d&#039;autres professionnels de l&#039;industrie ? Via les boutons ci-dessous, vous pouvez soumettre une question ou soumettre une demande pour faire partie de notre panel d&#039;experts.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-29 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:-20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" 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fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-medium button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.revfine.com\/fr\/question-pour-panel\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Poser une question<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-2 fusion_builder_column_inner_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-medium button-default fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.revfine.com\/fr\/rejoindre-panneau\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Rejoignez notre panel<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-3 fusion_builder_column_inner_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-30 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-30 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-20\"><div class='code-block code-block-1' style='margin: 8px 0; clear: both;'>\n<h3>Plus de conseils pour d\u00e9velopper votre entreprise<\/h3>\n<strong>Revfine.com<\/strong> est la plateforme de connaissances leader dans le secteur de l&#039;h\u00f4tellerie et du voyage. Les professionnels utilisent nos connaissances, nos strat\u00e9gies et nos conseils pratiques pour s&#039;inspirer, optimiser leurs revenus, innover dans leurs processus et am\u00e9liorer l&#039;exp\u00e9rience client.<br><br>\n\nD\u00e9couvrez des conseils d&#039;experts sur la gestion, le marketing, revenue management, les op\u00e9rations, les logiciels et la technologie dans notre <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.revfine.com\/fr\/category\/hotel-blog\/\">H\u00f4tel<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.revfine.com\/fr\/category\/hospitalite\/\">Hospitalit\u00e9<\/a><\/span>, et <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.revfine.com\/fr\/category\/voyager\/\">Voyages et tourisme<\/a><\/span> cat\u00e9gories.<\/div>\n\n<\/div><\/div><\/div><\/div><\/div>\n<\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":15,"featured_media":19052,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[771,770,646],"tags":[],"class_list":["post-18888","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-revenue-management-guides","category-hotel-pricing-strategies","category-revenue-management-expert-panel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What Data is Most Valuable To Hotels When Forecasting? | Expert Advice<\/title>\n<meta name=\"description\" content=\"What data is most valuable to hotels for successful forecasting? 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