{"id":13998,"date":"2023-09-05T16:11:13","date_gmt":"2023-09-05T14:11:13","guid":{"rendered":"https:\/\/optimix.fr\/?p=13998"},"modified":"2025-02-24T16:54:23","modified_gmt":"2025-02-24T15:54:23","slug":"web-crawling-vs-web-scraping","status":"publish","type":"post","link":"https:\/\/preprod.optimix-software.com\/fr\/blog\/pricing\/web-crawling-vs-web-scraping\/","title":{"rendered":"Web Crawling VS Web Scraping : les principales diff\u00e9rences"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13998\" class=\"elementor elementor-13998\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4358ac1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4358ac1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c7e1abd\" data-id=\"c7e1abd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-40ff6f8 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"40ff6f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Si vous pensez que les termes \u00ab\u00a0<b>web crawling<\/b>\u00a0\u00bb et \u00ab\u00a0<b>web scraping<\/b> \u00bb sont interchangeables, continuez la lecture de cet article. Vous \u00eates au bon endroit!<\/p><p>Les deux jouent bien des r\u00f4les distincts.\u00a0<\/p><p>Dans cet article, nous allons nous pencher sur la v\u00e9ritable nature de ces pratiques, sur leurs caract\u00e9ristiques respectives et sur la mani\u00e8re dont elles peuvent \u00eatre mises en \u0153uvre. Nous d\u00e9couvrirons surtout leurs diff\u00e9rences.\u00a0<\/p><p>Notre objectif est qu\u2019\u00e0 la fin de la lecture de cet article, vous aurez une meilleure compr\u00e9hension des r\u00f4les que jouent les deux techniques.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dabd42 elementor-widget elementor-widget-spacer\" data-id=\"8dabd42\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-144057a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"144057a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cfc3546\" data-id=\"cfc3546\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9029449 elementor-widget elementor-widget-heading\" data-id=\"9029449\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comprendre l'exploration du Web Crawling en pricing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e3b3b3c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e3b3b3c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0483a52\" data-id=\"0483a52\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2e67e79 elementor-widget elementor-widget-text-editor\" data-id=\"2e67e79\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2e67e79 elementor-widget elementor-widget-text-editor\" data-id=\"2e67e79\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p><span style=\"color: #000000;\">L\u2019activit\u00e9 englobe la recherche exhaustive du contenu pr\u00e9sent au sein d\u2019une page web. Commun\u00e9ment d\u00e9sign\u00e9s sous les noms de \u00ab\u00a0bots\u00a0\u00bb, \u00ab\u00a0crawlers\u00a0\u00bb ou \u00ab\u00a0spiders\u00a0\u00bb, ces agents num\u00e9riques parcourent m\u00e9ticuleusement chaque page web.<\/span><\/p><p><span style=\"color: #000000;\">Ils examinent minutieusement\u00a0<b>les URL<\/b>,\u00a0<b>les hyperliens<\/b>,\u00a0<b>les balises m\u00e9ta\u00a0<\/b>et\u00a0<b>le texte HTML\u00a0<\/b>dans le but d\u2019extraire divers fragments de donn\u00e9es <strong>des pages web<\/strong>. Ces informations ainsi collect\u00e9es sont ensuite m\u00e9thodiquement organis\u00e9es et archiv\u00e9es.<\/span><\/p><p><span style=\"color: #000000;\">Ce proc\u00e9d\u00e9 peut \u00eatre compar\u00e9 \u00e0 la cartographie d\u2019un r\u00e9seau complexe au sein d\u2019Internet. Des robots d\u2019indexation parcourent m\u00e9thodiquement les sites web pour garantir une couverture exhaustive. Ces robots conservent une trace de leurs explorations <strong>des pages web<\/strong>, ce qui \u00e9vite les visites r\u00e9p\u00e9t\u00e9es sur les m\u00eames sites.<\/span><\/p><p><span style=\"color: #000000;\">Cette m\u00e9thode d\u2019exploration du web rev\u00eat une importance primordiale en alimentant les moteurs de recherche et les r\u00e9f\u00e9rentiels de donn\u00e9es. Cela simplifie ainsi la qu\u00eate d\u2019informations au sein de l\u2019immensit\u00e9 du web.<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9d53f40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d53f40\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4308ead\" data-id=\"4308ead\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ae8144e elementor-widget elementor-widget-heading\" data-id=\"ae8144e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comprendre le Web Scraping en pricing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8947db7 elementor-widget elementor-widget-spacer\" data-id=\"8947db7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8babe67 elementor-widget elementor-widget-text-editor\" data-id=\"8babe67\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>L\u2019extraction automatis\u00e9e de donn\u00e9es \u00e0 partir <span style=\"font-weight: 400;\">de<strong> sites internet <\/strong><\/span>accessibles au public est appel\u00e9e \u00ab <b>web scraping\u00a0\u00bb\u00a0<\/b>. Cette technique fait appel \u00e0 des logiciels sp\u00e9cialis\u00e9s appel\u00e9s \u00ab web scrapers \u00bb, qui sont con\u00e7us pour se concentrer sur des ensembles de donn\u00e9es particuli\u00e8res. Le <strong>web scraping<\/strong> permet de r\u00e9cup\u00e9rer des informations directement depuis les pages web.<\/p><p>Les donn\u00e9es extraites sont organis\u00e9es dans des formats pratiques et t\u00e9l\u00e9chargeables tels que les\u00a0<b>feuilles de calcul Excel, les fichiers CSV, HTML, JSON\u00a0<\/b>ou\u00a0<b>XML.<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1e0196 elementor-widget elementor-widget-spacer\" data-id=\"e1e0196\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c40eb6 elementor-widget elementor-widget-spacer\" data-id=\"8c40eb6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df3f93b elementor-widget elementor-widget-text-editor\" data-id=\"df3f93b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ces ensembles de donn\u00e9es collect\u00e9es trouvent leur utilit\u00e9 dans diverses applications:<\/p><ul><li>La comparaison,<\/li><li>La validation,<\/li><li>L\u2019analyse personnalis\u00e9e.\u00a0<\/li><\/ul><p>L\u2019approche automatis\u00e9e <strong>du web scraping<\/strong> permet non seulement d\u2019acc\u00e9l\u00e9rer le traitement des donn\u00e9es, mais aussi d\u2019am\u00e9liorer la qualit\u00e9 de l\u2019information et la finesse des donn\u00e9es remont\u00e9es. Elle surpasse amplement la m\u00e9thode traditionnelle de collecte manuelle.\u00a0<\/p><p>Cette m\u00e9thodologie rationalis\u00e9e s\u2019av\u00e8re inestimable dans divers secteurs d\u2019activit\u00e9s et permet une prise de d\u00e9cision rapide et pr\u00e9cise.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-6a209b4 e-flex e-con-boxed e-con e-parent\" data-id=\"6a209b4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52419ca elementor-widget elementor-widget-html\" data-id=\"52419ca\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-211408543961\"\r\n  style=\"max-width:100%; max-height:100%; width:600px;height:250px\" data-hubspot-wrapper-cta-id=\"211408543961\">\r\n  <a href=\"https:\/\/cta-eu1.hubspot.com\/web-interactives\/public\/v1\/track\/redirect?encryptedPayload=AVxigLIQohn7vh4uCSuuwHwc59I%2BlXNV%2BLVi8njWiKnFnksEYfYBfvgvEFG%2FS%2F8z%2Fk16cTMpUz9t%2BJrnMSzTgFM8tc45vLmk2Ls3d5v6aRgUx5C7sjV8iIddNh9bQlP6nPAHYmOwmqL11BKlZvlYourEyxAkkJ%2Bg8jYq6%2BbYWTpKHVaDgyByv4VQXxnUDnM1O%2B6JISo9bbYc%2Bn2l73YTebF4YY9HkHvmce934JYuZqtU%2FTbrr9S3q%2FZd&webInteractiveContentId=211408543961&portalId=144414462\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\">\r\n    <img decoding=\"async\" alt=\"logo optimix 2025 blanc site-web copie\" loading=\"lazy\" src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/144414462\/interactive-211408543961.png\" style=\"height: 100%; width: 100%; object-fit: fill\"\r\n      onerror=\"this.style.display='none'\" \/>\r\n  <\/a>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8c2e41b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8c2e41b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-afc5b44\" data-id=\"afc5b44\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f96212 elementor-widget elementor-widget-heading\" data-id=\"2f96212\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cas pratiques<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0ac6e9 elementor-widget elementor-widget-spacer\" data-id=\"d0ac6e9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d0c5d7 elementor-widget elementor-widget-heading\" data-id=\"7d0c5d7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Le web crawling<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f84592 elementor-widget elementor-widget-spacer\" data-id=\"6f84592\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-208ffb6 elementor-widget elementor-widget-spacer\" data-id=\"208ffb6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9910492 elementor-widget elementor-widget-text-editor\" data-id=\"9910492\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Les robots d\u2019indexation\u00a0<\/b>trouvent leur principale utilit\u00e9 dans les\u00a0<b>moteurs de recherche<\/b>, o\u00f9 ils jouent un r\u00f4le essentiel. Google, Bing, Yahoo, Yandex, ainsi que d\u2019importants agr\u00e9gateurs de donn\u00e9es en ligne.<\/p><p>Ils exploitent largement ces robots automatis\u00e9s pour maintenir la pr\u00e9cision de leurs r\u00e9sultats de recherches sur diff\u00e9rents<strong> sites internet<\/strong>. Le flux d\u2019informations g\u00e9n\u00e9r\u00e9 par internet est continu et gigantesque, ces robots restent continuellement actifs. Ils parcourent avec assiduit\u00e9 les pages web et mettant \u00e0 jour leurs index. Cela garantit des r\u00e9sultats de recherche actualis\u00e9s <strong>dans chaque moteur de recherche<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15bd6b3 elementor-widget elementor-widget-spacer\" data-id=\"15bd6b3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfd63aa elementor-widget elementor-widget-spacer\" data-id=\"dfd63aa\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac49acb elementor-widget elementor-widget-text-editor\" data-id=\"ac49acb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les Marketplaces utilisent ces techniques pour <b>surveiller\u00a0<\/b>et\u00a0<b>analyser les offres de produits\u00a0<\/b>et les\u00a0<b><a href=\"https:\/\/preprod.optimix-software.com\/fr\/solution-de-pricing\/releve-de-prix-collecte-de-donnees\/\">relev\u00e9s de prix<\/a> des concurrents<\/b>.\u00a0<\/p><p>Les entreprises tirent parti de ces techniques pour recueillir des informations sur le march\u00e9. Gr\u00e2ce \u00e0 ces informations, l&rsquo;analyse des avis sur les r\u00e9seaux sociaux et les forums en ligne est simplifi\u00e9e. Les chercheurs universitaires exploitent le web scraping pour collecter de vastes ensembles de donn\u00e9es pour leurs \u00e9tudes.<\/p><p>Les agr\u00e9gateurs de contenu et les <strong>robots d&rsquo;indexation<\/strong> rassemblent des informations diverses. Ces informations proviennent de nombreuses sources, am\u00e9liorant ainsi l\u2019exp\u00e9rience des utilisateurs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a0db68d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a0db68d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-95848d9\" data-id=\"95848d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-35b2fe0 elementor-widget elementor-widget-heading\" data-id=\"35b2fe0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Le web scraping<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8a1745c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8a1745c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3ed0337\" data-id=\"3ed0337\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-da8c38d elementor-widget elementor-widget-text-editor\" data-id=\"da8c38d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Le web scraping\u00a0<\/b>sert une multitude d\u2019objectifs et trouve des applications dans divers domaines.\u00a0Tant pour les universitaires et leur cas th\u00e9oriques que pour les professionnels et leurs applications m\u00e9tiers, son potentiel est vaste.<\/p><p>Dans les milieux acad\u00e9miques, le web scraping est\u00a0<b>un moyen d\u2019accumuler des donn\u00e9es quantitatives\u00a0<\/b>et qualitatives. Elles enrichissent la recherche dans plusieurs domaines. Il joue notamment un r\u00f4le essentiel dans le Retail, en permettant aux entreprises d\u2019<b>analyser leurs concurrents<\/b>\u00a0et de se faire une id\u00e9e pr\u00e9cise et en temps r\u00e9el du march\u00e9.<\/p><p><strong>Le web scraping<\/strong> automatis\u00e9 permet d\u2019extraire des informations essentielles telles que les sp\u00e9cificit\u00e9s des stocks, les fluctuations de prix, les avis et les tendances \u00e9mergentes. Ce qui contribuant \u00e0 une prise de d\u00e9cision \u00e9clair\u00e9e en pricing.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f1d0ee2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f1d0ee2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3d5a99e\" data-id=\"3d5a99e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-db73a22 elementor-widget elementor-widget-heading\" data-id=\"db73a22\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les Avantages du Web crawling et du Web scraping dans le pricing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7f2c80 elementor-widget elementor-widget-spacer\" data-id=\"f7f2c80\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbf561f elementor-widget elementor-widget-text-editor\" data-id=\"dbf561f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dans toutes les activit\u00e9s o\u00f9 les donn\u00e9es sont volumineuses, le web crawling et le web scraping jouent des r\u00f4les certes distincts. Mais ils sont interconnect\u00e9s. Souvent combin\u00e9es, ces techniques offrent une pr\u00e9cieuse aide \u00e0 la collecte d\u2019informations et au relev\u00e9 de prix.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e37c31 elementor-widget elementor-widget-spacer\" data-id=\"8e37c31\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bab2f7 elementor-widget elementor-widget-heading\" data-id=\"6bab2f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les avantages web crawling  :<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20b2912 elementor-widget elementor-widget-spacer\" data-id=\"20b2912\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d47b4d3 elementor-widget elementor-widget-text-editor\" data-id=\"d47b4d3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><b>\u00catre plus rapide et exhaustif<\/b> : <strong>L&#8217;emploi de robots d\u2019indexation<\/strong> permet aux d\u00e9veloppeurs d\u2019indexer plus vite et enti\u00e8rement les pages scann\u00e9es dans leurs outils. Cela garantit qu\u2019aucune information importante n\u2019\u00e9chappe \u00e0 l\u2019examen minutieux des d\u00e9veloppeurs.<\/li><\/ul><ul><li><b>Assurer des mises \u00e0 jour r\u00e9guli\u00e8res : <\/b>Les donn\u00e9es sont r\u00e9guli\u00e8rement mises \u00e0 jour gr\u00e2ce \u00e0 l\u2019exploration automatis\u00e9e des pages par ces <strong>robots d\u2019indexation<\/strong>.\u00a0Elles permettent de ne pas n\u00e9gliger tous nouveaux concurrents ou nouvelles sources d\u2019information afin de les int\u00e9grer dans de futures analyses.<\/li><\/ul><ul><li><b>Garantir l\u2019excellence du contenu\u00a0<\/b>: L\u2019utilisation de cette technique s\u2019av\u00e8re inestimable pour \u00e9valuer la qualit\u00e9 des informations. En automatisant l\u2019\u00e9valuation, les d\u00e9veloppeurs peuvent \u00e9valuer efficacement leur pertinence.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7236dd1 elementor-widget elementor-widget-spacer\" data-id=\"7236dd1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-104cdea elementor-widget elementor-widget-heading\" data-id=\"104cdea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les avantages du web scraping  :<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6890f22 elementor-widget elementor-widget-spacer\" data-id=\"6890f22\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3027b05 elementor-widget elementor-widget-text-editor\" data-id=\"3027b05\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li aria-level=\"1\"><b>Pr\u00e9cision in\u00e9gal\u00e9e\u00a0<\/b>: le web scraping remonte des informations sans aucune intervention humaine garantissant que les donn\u00e9es collect\u00e9es refl\u00e8tent le contenu de la source avec une fiabilit\u00e9 de 100 %.\u00a0<\/li><\/ul><ul><li aria-level=\"1\"><b>Am\u00e9lioration de la rentabilit\u00e9\u00a0<\/b>: la collecte manuelle de donn\u00e9es, qui demande beaucoup de travail et de temps. Cela fait du\u00a0<strong>web scraping une alternative attrayante<\/strong>. L\u2019externalisation de la collecte des donn\u00e9es se traduit par des \u00e9conomies substantielles en termes d\u2019heures de travail.<\/li><\/ul><ul><li aria-level=\"1\"><b>Ciblage pr\u00e9cis\u00a0<\/b>: le Web scraping offre une approche fine de l\u2019extraction des informations. Les d\u00e9veloppeurs peuvent configurer leur outil de scraping pour qu\u2019il rep\u00e8re des donn\u00e9es sp\u00e9cifiques:<ul><li aria-level=\"1\">Prix,\u00a0<\/li><li aria-level=\"1\">images,<\/li><li aria-level=\"1\">descriptions permettant ainsi d\u2019\u00e9conomiser du temps, de la bande passante et des ressources financi\u00e8res.<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-9e7f5b6 e-flex e-con-boxed e-con e-parent\" data-id=\"9e7f5b6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ccd6409 elementor-widget elementor-widget-html\" data-id=\"ccd6409\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-212638872817\"\r\n  style=\"max-width:100%; max-height:100%; width:600px;height:250px\" data-hubspot-wrapper-cta-id=\"212638872817\">\r\n  <a href=\"https:\/\/cta-eu1.hubspot.com\/web-interactives\/public\/v1\/track\/redirect?encryptedPayload=AVxigLK17jAKCpZ3fiAMBMk8Dq7gaibMl7p3oWM6Yb%2FvYG8lh6oclq7lkuNyFuNKo%2Fjg1rMHOIgAw2zTnmtfMeqLfpduTYai1DLdpinfcEscX55DEmM%3D&webInteractiveContentId=212638872817&portalId=144414462\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\">\r\n    <img decoding=\"async\" alt=\"logo optimix 2025 blanc site-web copie\" loading=\"lazy\" src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/144414462\/interactive-212638872817.png\" style=\"height: 100%; width: 100%; object-fit: fill\"\r\n      onerror=\"this.style.display='none'\" \/>\r\n  <\/a>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6b73069 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b73069\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3319c86\" data-id=\"3319c86\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8dc407a elementor-widget elementor-widget-heading\" data-id=\"8dc407a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Relever les d\u00e9fis du Web Crawling et du Web Scraping<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bc29a2 elementor-widget elementor-widget-spacer\" data-id=\"8bc29a2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f9ea6d elementor-widget elementor-widget-text-editor\" data-id=\"3f9ea6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ils ont en commun un ensemble de d\u00e9fis que les d\u00e9veloppeurs doivent relever.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0d6e44 elementor-widget elementor-widget-spacer\" data-id=\"f0d6e44\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5740f45 elementor-widget elementor-widget-heading\" data-id=\"5740f45\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Aborder les politiques de pr\u00e9vention<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f12c57 elementor-widget elementor-widget-spacer\" data-id=\"6f12c57\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-003853a elementor-widget elementor-widget-text-editor\" data-id=\"003853a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dans de nombreux domaines d\u2019activit\u00e9s dont principalement le retail, les efforts d\u00e9ploy\u00e9s pour emp\u00eacher ces proc\u00e9d\u00e9s sont nombreux.\u00a0<\/p><p>Ces mesures de protection entra\u00eenent des retards potentiels ou dans des cas extr\u00eames, un blocage de l\u2019adresse IP.<\/p><p>Pour contourner ces obstacles, les entreprises peuvent utiliser des\u00a0<b>proxys<\/b>. Ces proxys servent de tampons et remplacent l\u2019adresse IP r\u00e9elle de l\u2019utilisateur par une autre, choisie au hasard\u00a0parmi\u00a0un ensemble vari\u00e9 d\u2019adresses IP.\u00a0<\/p><p>En plus d\u2019am\u00e9liorer l\u2019efficacit\u00e9 de la collecte de donn\u00e9es par <strong>le web scraping<\/strong>, cette approche prot\u00e8ge la vie priv\u00e9e des utilisateurs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d159279 elementor-widget elementor-widget-spacer\" data-id=\"d159279\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebb1c28 elementor-widget elementor-widget-heading\" data-id=\"ebb1c28\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">G\u00e9rer les probl\u00e8mes de capacit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c07aaf4 elementor-widget elementor-widget-spacer\" data-id=\"c07aaf4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b435f7 elementor-widget elementor-widget-text-editor\" data-id=\"0b435f7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Cela exige des investissements consid\u00e9rables en temps et main- d\u2019\u0153uvre. Dans le m\u00eame temps, la demande de r\u00e9cup\u00e9ration d\u2019informations bas\u00e9e sur ces techniques ne cesse de cro\u00eetre, <strong>notamment avec l\u2019essor du web scraping.<\/strong><\/p><p>L\u2019int\u00e9gration de\u00a0<strong>solutions automatis\u00e9es<\/strong>\u00a0dans ces op\u00e9rations appara\u00eet comme un choix strat\u00e9gique pour pr\u00e9server les autres ressources de l\u2019entreprise.<\/p><p>Face \u00e0 ces d\u00e9fis communs, l\u2019<b>utilisation de proxy\u00a0<\/b>et l\u2019<b>adoption de solutions d\u2019automatisation\u00a0<\/b>permettent aux entreprises de se rendre plus comp\u00e9titives.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0dc8859 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0dc8859\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e895060\" data-id=\"e895060\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f2a824d elementor-widget elementor-widget-global elementor-global-21144 elementor-widget-heading\" data-id=\"f2a824d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">----------------------------<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d2a78e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2a78e4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-53f9a85\" data-id=\"53f9a85\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b7e5b7 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"3b7e5b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les deux techniques constituent des processus distincts qui, lorsqu\u2019ils sont combin\u00e9s, facilitent l\u2019automatisation et am\u00e9liorent les r\u00e9sultats.<\/p><p>Cette approche s\u2019av\u00e8re particuli\u00e8rement pr\u00e9cieuse pour les secteurs qui d\u00e9pendent d\u2019une prise de d\u00e9cision fond\u00e9e sur l\u2019analyse des donn\u00e9es, comme dans le Retail.<\/p><p>En exploitant les informations n\u00e9cessaires, cette m\u00e9thodologie permet aux entreprises de faire des choix \u00e9clair\u00e9s.<\/p><p>Pour r\u00e9pondre sp\u00e9cifiquement aux besoins du Retail, notre\u00a0<strong>solution de pricing<\/strong>,\u00a0<b>Optimix Pricing<\/b>\u00a0<b>Analytics\u00a0<\/b>(XPA), assure la collecte de donn\u00e9es en ligne (via le web crawling et le web scraping) et en magasin\u00a0\u00e0 l\u2019aide de smartphones ou douchettes (r\u00e9cup\u00e9ration par photo des produits et utilisation de l\u2019IA pour la reconnaissance des prix par le code EAN).\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-5a555dd e-flex e-con-boxed e-con e-parent\" data-id=\"5a555dd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a4b818 elementor-widget elementor-widget-html\" data-id=\"0a4b818\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-212642236615\"\r\n  style=\"max-width:100%; max-height:100%; width:600px;height:250px\" data-hubspot-wrapper-cta-id=\"212642236615\">\r\n  <a href=\"https:\/\/cta-eu1.hubspot.com\/web-interactives\/public\/v1\/track\/redirect?encryptedPayload=AVxigLJgXfdoYMivLtbDje%2F88OnyJzHyvPQvbM%2FfVcWWph0Eztw7LF%2BraMppO3RYXNezjCP5EhxR2ygQ%2F7pMDrmzscCEAWp0klpdNe5dcg%2F1jiO8E6U%3D&webInteractiveContentId=212642236615&portalId=144414462\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\">\r\n    <img decoding=\"async\" alt=\"logo optimix 2025 blanc site-web copie\" loading=\"lazy\" src=\"https:\/\/hubspot-no-cache-eu1-prod.s3.amazonaws.com\/cta\/default\/144414462\/interactive-212642236615.png\" style=\"height: 100%; width: 100%; object-fit: fill\"\r\n      onerror=\"this.style.display='none'\" \/>\r\n  <\/a>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Web Crawling VS Web Scraping : d\u00e9couvrez leurs r\u00f4les, applications et distinctions dans le paysage num\u00e9rique. Dissiper les id\u00e9es fausses.<\/p>\n","protected":false},"author":3,"featured_media":13999,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[187],"tags":[18],"class_list":["post-13998","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pricing","tag-pricing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v25.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>web scraping vs web crawling : d\u00e9cryptage<\/title>\n<meta name=\"description\" content=\"Web Scraping VS Web Crawling : d\u00e9couvrez leurs r\u00f4les, applications et distinctions dans le pricing. 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