{"id":18455,"date":"2026-04-24T17:54:33","date_gmt":"2026-04-24T15:54:33","guid":{"rendered":"https:\/\/easypicky.com\/?p=18455"},"modified":"2026-04-24T17:54:40","modified_gmt":"2026-04-24T15:54:40","slug":"retail-data-analytics","status":"publish","type":"post","link":"https:\/\/easypicky.com\/en\/retail-data-analytics\/","title":{"rendered":"The Complete Guide to Retail Data Analytics: Definition, Types &amp; How It Works"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"18455\" class=\"elementor elementor-18455\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1d778d7b elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"1d778d7b\" data-element_type=\"section\" data-e-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-780205cb exad-glass-effect-no exad-sticky-section-no\" data-id=\"780205cb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ecf8aaf exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-spacer\" data-id=\"ecf8aaf\" data-element_type=\"widget\" data-e-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-7b2d83ee exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"7b2d83ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\"><strong>Retail data analytics<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\"> is the process of collecting, analyzing, and interpreting in-store field data, including shelf presence, stock levels, and planogram compliance, to generate actionable KPIs that help CPG brands and retailers make faster, smarter merchandising and sales decisions.<\/span><\/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-637324c8 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"637324c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Retail Data Analytics Matters for CPG and FMCG Brands Today<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58fccab0 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"58fccab0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">This is not juste a trend. Most CPG and FMCG brands build their business and merchandising strategies and insights at headquarters and send it to the field. What happens next is largely invisible. Products are misplaced, facings are reduced, out-of-stocks go undetected for days. By the time the data reaches a decision-maker, <\/span><span data-slate-node=\"text\"><strong>the sales opportunity is already lost<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\">. It closes that gap. It gives brands a real-time, accurate picture of what is actually happening at shelf level, not what was planned, but what exists today, in every shop, across every region.<\/span><\/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-15c7fc exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"15c7fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The 4 Types of Retail Data Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a0d69c4 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-html\" data-id=\"4a0d69c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n  .analytics-table { width: 100%; border-collapse: separate; border-spacing: 0; border: 2px solid #FF007D; border-radius: 12px; overflow: hidden; font-size: 14px; }\n  .analytics-table th { background: #FF007D; color: white; padding: 12px 16px; font-weight: 500; text-align: left; font-size: 13px; letter-spacing: 0.03em; }\n  .analytics-table td { padding: 13px 16px; border-bottom: 1px solid #FF007D33; color: #333; vertical-align: middle; }\n  .analytics-table tr:last-child td { border-bottom: none; }\n  .analytics-table tr:nth-child(even) td { background: #FF007D08; }\n  .cat-badge { display: inline-block; background: #FF007D; color: white; border-radius: 6px; padding: 5px 13px; font-weight: 500; font-size: 13px; white-space: nowrap; }\n<\/style>\n\n<table class=\"analytics-table\">\n  <thead>\n    <tr>\n      <th>Cat\u00e9gorie<\/th>\n      <th>Question cl\u00e9<\/th>\n      <th>Exemple<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td><span class=\"cat-badge\">Descriptive<\/span><\/td>\n      <td>What happened?<\/td>\n      <td>Out-of-stock rate last month<\/td>\n    <\/tr>\n    <tr>\n      <td><span class=\"cat-badge\">Diagnostic<\/span><\/td>\n      <td>Why did it happen?<\/td>\n      <td>Which location missed planogram compliance<\/td>\n    <\/tr>\n    <tr>\n      <td><span class=\"cat-badge\">Predictive<\/span><\/td>\n      <td>What will happen?<\/td>\n      <td>Stock-out risk forecast by SKU<\/td>\n    <\/tr>\n    <tr>\n      <td><span class=\"cat-badge\">Prescriptive<\/span><\/td>\n      <td>What should we do?<\/td>\n      <td>Recommended facing adjustments<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42043be5 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"42043be5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><span data-slate-fragment=\"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\"><span style=\"text-decoration: underline;\">Descriptive analytics<\/span> is the starting point. It tells you what occurred across your store network, visit frequency, average share of shelf, compliance rates by region. It is the foundation every other type builds on.<\/span><\/li><li><span data-slate-fragment=\"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\"><span style=\"text-decoration: underline;\">Diagnostic analytics<\/span> goes one level deeper. When a KPI drops, diagnostic data analytics identifies which location, which SKUs, and which teams are responsible. It transforms a symptom into a root cause.<\/span><\/li><li><span data-slate-fragment=\"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\"><span style=\"text-decoration: underline;\">Predictive analytics<\/span> uses historical field data to anticipate future execution failures. If a promotional period is approaching and compliance in a region has been consistently low, the system flags the risk before the campaign launches.<\/span><\/li><li><span data-slate-fragment=\"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\"><span style=\"text-decoration: underline;\">Prescriptive analytics<\/span> is where retail data analytics becomes operational. It does not just report what is wrong, it tells field teams exactly what to fix, in which store, in what order, before they walk through the door.<\/span><\/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-3a84661d exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"3a84661d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/easypicky.com\/wp-content\/uploads\/2026\/04\/The-4-Types-of-Retail-Data-Analytics.webp?w=1024&amp;h=1024\" class=\"attachment-large size-large wp-image-18279\" alt=\"The 4 Types of Retail Data Analytics\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2147842a elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"2147842a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/easypicky.com\/en\/request-a-demo\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Start capturing better data<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f872836 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"4f872836\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Retail Data Analytics Works: A Step-by-Step Process<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29188908 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"29188908\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">1. <span style=\"text-decoration: underline;\">Data Collection:<\/span> A field rep activates the video camera on a smartphone or tablet and walks through the store aisle. The device captures every product, every facing, every gap, entirely offline, with no internet connection required.<\/span><\/p><p><span data-slate-node=\"text\">2. <span style=\"text-decoration: underline;\">Data Processing:<\/span> AI-powered image recognition analyzes the video in real time. It identifies each SKU, counts facings, detects out-of-stocks, and flags planogram deviations, automatically, without manual input.<\/span><\/p><p><span data-slate-node=\"text\">3. <span style=\"text-decoration: underline;\">KPI Generation:<\/span> Within minutes of completing the aisle scan, the system produces a full set of retail KPIs: Share of Shelf, numeric distribution, OOS rate, planogram compliance score, and competitor positioning.<\/span><\/p><p><span data-slate-node=\"text\">4. <span style=\"text-decoration: underline;\">Data Integration:<\/span>\u00a0The data syncs automatically with the brand&#8217;s CRM, ERP, <\/span><span data-slate-node=\"text\"><strong>or internal sales dashboard<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"JTVCJTdCJTIydHlwZSUyMiUzQSUyMnBhcmFncmFwaCUyMiUyQyUyMmNoaWxkcmVuJTIyJTNBJTVCJTdCJTIydGV4dCUyMiUzQSUyMjEuJTIwRGF0YSUyMENvbGxlY3Rpb24lQzIlQTBBJTIwZmllbGQlMjByZXAlMjBhY3RpdmF0ZXMlMjB0aGUlMjB2aWRlbyUyMGNhbWVyYSUyMG9uJTIwYSUyMHNtYXJ0cGhvbmUlMjBvciUyMHRhYmxldCUyMGFuZCUyMHdhbGtzJTIwdGhyb3VnaCUyMHRoZSUyMHN0b3JlJTIwYWlzbGUuJTIwVGhlJTIwZGV2aWNlJTIwY2FwdHVyZXMlMjBldmVyeSUyMHByb2R1Y3QlMkMlMjBldmVyeSUyMGZhY2luZyUyQyUyMGV2ZXJ5JTIwZ2FwJTJDJTIwZW50aXJlbHklMjBvZmZsaW5lJTJDJTIwd2l0aCUyMG5vJTIwaW50ZXJuZXQlMjBjb25uZWN0aW9uJTIwcmVxdWlyZWQuMi4lMjBEYXRhJTIwUHJvY2Vzc2luZyVDMiVBMEFJLXBvd2VyZWQlMjBpbWFnZSUyMHJlY29nbml0aW9uJTIwYW5hbHl6ZXMlMjB0aGUlMjB2aWRlbyUyMGluJTIwcmVhbCUyMHRpbWUuJTIwSXQlMjBpZGVudGlmaWVzJTIwZWFjaCUyMFNLVSUyQyUyMGNvdW50cyUyMGZhY2luZ3MlMkMlMjBkZXRlY3RzJTIwb3V0LW9mLXN0b2NrcyUyQyUyMGFuZCUyMGZsYWdzJTIwcGxhbm9ncmFtJTIwZGV2aWF0aW9ucyUyQyUyMGF1dG9tYXRpY2FsbHklMkMlMjB3aXRob3V0JTIwbWFudWFsJTIwaW5wdXQuMy4lMjBLUEklMjBHZW5lcmF0aW9uJUMyJUEwV2l0aGluJTIwbWludXRlcyUyMG9mJTIwY29tcGxldGluZyUyMHRoZSUyMGFpc2xlJTIwc2NhbiUyQyUyMHRoZSUyMHN5c3RlbSUyMHByb2R1Y2VzJTIwYSUyMGZ1bGwlMjBzZXQlMjBvZiUyMHJldGFpbCUyMEtQSXMlM0ElMjBTaGFyZSUyMG9mJTIwU2hlbGYlMkMlMjBudW1lcmljJTIwZGlzdHJpYnV0aW9uJTJDJTIwT09TJTIwcmF0ZSUyQyUyMHBsYW5vZ3JhbSUyMGNvbXBsaWFuY2UlMjBzY29yZSUyQyUyMGFuZCUyMGNvbXBldGl0b3IlMjBwb3NpdGlvbmluZy40LiUyMERhdGElMjBJbnRlZ3JhdGlvbiVDMiVBMFRoZSUyMGRhdGElMjBzeW5jcyUyMGF1dG9tYXRpY2FsbHklMjB3aXRoJTIwdGhlJTIwYnJhbmQncyUyMENSTSUyQyUyMEVSUCUyQyUyMCUyMiU3RCUyQyU3QiUyMnRleHQlMjIlM0ElMjJvciUyMGludGVybmFsJTIwc2FsZXMlMjBkYXNoYm9hcmQlMjIlMkMlMjJib2xkJTIyJTNBdHJ1ZSU3RCUyQyU3QiUyMnRleHQlMjIlM0ElMjIuJTIwRmllbGQlMjBkYXRhJTIwZmxvd3MlMjBkaXJlY3RseSUyMGludG8lMjB0aGUlMjBzeXN0ZW1zJTIwd2hlcmUlMjBkZWNpc2lvbnMlMjBhcmUlMjBtYWRlJTJDJTIwbm8lMjBleHBvcnRzJTJDJTIwbm8lMjBzcHJlYWRzaGVldHMuNS4lMjBBY3Rpb24lMjBhbmQlMjBEZWNpc2lvbiVDMiVBMFRoZSUyMGZpZWxkJTIwcmVwJTIwcmVjZWl2ZXMlMjBpbnN0YW50JTIwY2FsbC10by1hY3Rpb24lMjByZWNvbW1lbmRhdGlvbnMlMjBvbi1kZXZpY2UuJTIwTWFuYWdlcnMlMjBhdCUyMGhlYWRxdWFydGVycyUyMGdldCUyMGElMjBsaXZlJTIwdmlldyUyMG9mJTIwZXhlY3V0aW9uJTIwcXVhbGl0eSUyMGFjcm9zcyUyMGV2ZXJ5JTIwc2hvcCUyQyUyMGV2ZXJ5JTIwcmVnaW9uJTJDJTIwZXZlcnklMjB0ZWFtJTJDJTIwdXBkYXRlZCUyMGFmdGVyJTIwZXZlcnklMjB2aXNpdC4lMjIlN0QlNUQlMkMlMjJwYXJhZ3JhcGglMjIlM0E0JTdEJTVE\">. Field data flows directly into the systems where decisions are made, no exports, no spreadsheets.<\/span><\/p><p><span data-slate-node=\"text\" data-slate-fragment=\"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\">5. <span style=\"text-decoration: underline;\">Action and Decision:<\/span> The field rep receives instant call-to-action recommendations on-device. Managers at headquarters get a live view of execution quality across every shop, every region, every team, updated after every visit.<\/span><\/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-15681a33 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"15681a33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Key KPIs Measured by Analytics<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3836e2db exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"3836e2db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">In-Store Execution KPIs<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b3ff872 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"6b3ff872\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Share of Shelf (SoS) &#8211; the percentage of shelf space occupied by your brand versus competitors<\/span><\/p><\/li><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Number of facings &#8211; how many <\/span><span data-slate-node=\"text\"><strong>product<\/strong><\/span><span data-slate-node=\"text\"> units are visible and fronted on shelf<\/span><\/p><\/li><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Planogram compliance rate &#8211; the percentage of stores where shelf layout matches the brand&#8217;s guidelines<\/span><\/p><\/li><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Out-of-<\/span><span data-slate-node=\"text\"><strong>stock<\/strong><\/span><span data-slate-node=\"text\"> (OOS) rate &#8211; the proportion of SKUs unavailable at the moment of the audit<\/span><\/p><\/li><li data-slate-node=\"element\" data-slate-fragment=\"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\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Numeric Distribution (ND) &#8211; the proportion of shops where a given SKU is present<\/span><\/p><\/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-448d56dc exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"448d56dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Performance and Strategy KPIs<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cc8fe4e exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"2cc8fe4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Visit productivity &#8211; number of <\/span><span data-slate-node=\"text\"><strong>actionable<\/strong><\/span><span data-slate-node=\"text\"> KPIs generated per visit<\/span><\/p><\/li><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Competitive share at shelf &#8211; your brand&#8217;s facing share relative to category competitors<\/span><\/p><\/li><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Perfect Store score &#8211; composite compliance score across all execution criteria<\/span><\/p><\/li><li data-slate-node=\"element\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Merchandising compliance by region &#8211; execution gap analysis across sales territories<\/span><\/p><\/li><li data-slate-node=\"element\" data-slate-fragment=\"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\"><p data-slate-node=\"element\"><span data-slate-node=\"text\">Data freshness &#8211; audit frequency and recency across the store network<\/span><\/p><\/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-238eafd1 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"238eafd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Retail Data Analytics vs. Traditional Store Audits<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4eb8f813 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-html\" data-id=\"4eb8f813\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<table style=\"width:100%; border-collapse:separate; border-spacing:0; border:2px solid #FF007D; border-radius:12px; overflow:hidden; font-size:14px;\">\n  <thead>\n    <tr>\n      <th style=\"background:#FF007D; color:white; padding:12px 16px; font-weight:500; text-align:left; font-size:13px;\">Criteria<\/th>\n      <th style=\"background:#FF007D; color:white; padding:12px 16px; font-weight:500; text-align:left; font-size:13px;\">Traditional Store Audits<\/th>\n      <th style=\"background:#FF007D; color:white; padding:12px 16px; font-weight:500; text-align:left; font-size:13px;\">Retail Data Analytics<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33;\"><span style=\"display:inline-block; background:#FF007D; color:white; border-radius:6px; padding:5px 13px; font-weight:500; font-size:13px; white-space:nowrap;\">Speed<\/span><\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Hours per store<\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Minutes per aisle<\/td>\n    <\/tr>\n    <tr style=\"background:#FF007D08;\">\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33;\"><span style=\"display:inline-block; background:#FF007D; color:white; border-radius:6px; padding:5px 13px; font-weight:500; font-size:13px; white-space:nowrap;\">Data volume<\/span><\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Sample-based<\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">100% of shelf captured<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33;\"><span style=\"display:inline-block; background:#FF007D; color:white; border-radius:6px; padding:5px 13px; font-weight:500; font-size:13px; white-space:nowrap;\">Accuracy<\/span><\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Subject to human error<\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">99%+ via computer vision<\/td>\n    <\/tr>\n    <tr style=\"background:#FF007D08;\">\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33;\"><span style=\"display:inline-block; background:#FF007D; color:white; border-radius:6px; padding:5px 13px; font-weight:500; font-size:13px; white-space:nowrap;\">Offline capability<\/span><\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Paper-based only<\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Full AI processing, no internet needed<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33;\"><span style=\"display:inline-block; background:#FF007D; color:white; border-radius:6px; padding:5px 13px; font-weight:500; font-size:13px; white-space:nowrap;\">Actionability<\/span><\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Delayed reporting<\/td>\n      <td style=\"padding:13px 16px; border-bottom:1px solid #FF007D33; color:#333;\">Instant KPIs on-device<\/td>\n    <\/tr>\n    <tr style=\"background:#FF007D08;\">\n      <td style=\"padding:13px 16px; border-bottom:none;\"><span style=\"display:inline-block; background:#FF007D; color:white; border-radius:6px; padding:5px 13px; font-weight:500; font-size:13px; white-space:nowrap;\">Data volume per visit<\/span><\/td>\n      <td style=\"padding:13px 16px; border-bottom:none; color:#333;\">Limited<\/td>\n      <td style=\"padding:13px 16px; border-bottom:none; color:#333;\">Up to 10x more field data<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-320f7f80 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"320f7f80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">Traditional store audits rely on sales reps manually counting facings, checking stock, and filling in forms. The process is slow, inconsistent, and impossible to scale. By the time the data is compiled and reported, execution gaps have already translated into lost sales and lost customers.<\/span><\/p><p><span data-slate-node=\"text\"><strong>Retail analytics replaces this process entirely<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\">. The same shop visit that previously produced a partial, delayed snapshot now generates a complete, structured dataset, available to the field team instantly and to headquarters in real time.<\/span><\/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-264f05e8 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"264f05e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/easypicky.com\/en\/request-a-demo\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Start capturing better data<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b708b6e exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"4b708b6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Who Uses Retail Analytics?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69615ce7 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"69615ce7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\"><a href=\"https:\/\/fr.wikipedia.org\/wiki\/Bien_de_grande_consommation\">CPG and FMCG Manufacturers\u00a0Brands<\/a> distributed across large retail networks use it to monitor whether their products are present, correctly positioned, in their inventory and compliant with merchandising guidelines at every point of sale. It is the only scalable way to bridge the gap between a national strategy and store-level reality.Field Sales Teams\u00a0Sales representatives use retail analytics directly during store visits. Instead of spending time on manual counting and form-filling, they walk the aisle, generate KPIs and insights instantly, and <\/span><span data-slate-node=\"text\"><strong>use that data<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\"> to negotiate shelf space with managers on the spot, backed by objective, real-time evidence.Category and Trade Marketing Managers\u00a0Trade marketing teams use it to measure the effectiveness of promotions, track planogram adoption after resets, and identify which regions or retail banners are underperforming. It connects execution data directly to sales outcomes, making ROI measurement concrete and repeatable.<\/span><\/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-59dcd7b4 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"59dcd7b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How EasyPicky Delivers Retail Data Analytics ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6990658d exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"6990658d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" src=\"https:\/\/easypicky.com\/wp-content\/uploads\/2025\/08\/Digitalisation-des-releves-terrain-dans-le-retail.webp?w=768\" class=\"attachment-medium_large size-medium_large wp-image-16576\" alt=\"Digitalisation des relev\u00e9s terrain dans le retail\" srcset=\"https:\/\/easypicky.com\/wp-content\/uploads\/2025\/08\/Digitalisation-des-releves-terrain-dans-le-retail.webp?w=1326 1326w, https:\/\/easypicky.com\/wp-content\/uploads\/2025\/08\/Digitalisation-des-releves-terrain-dans-le-retail.webp?w=300 300w, https:\/\/easypicky.com\/wp-content\/uploads\/2025\/08\/Digitalisation-des-releves-terrain-dans-le-retail.webp?w=1024 1024w, https:\/\/easypicky.com\/wp-content\/uploads\/2025\/08\/Digitalisation-des-releves-terrain-dans-le-retail.webp?w=768 768w, https:\/\/easypicky.com\/wp-content\/uploads\/2025\/08\/Digitalisation-des-releves-terrain-dans-le-retail.webp?w=650 650w\" sizes=\"(max-width: 1326px) 100vw, 1326px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a2950fe exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"2a2950fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-slate-node=\"element\"><span data-slate-node=\"text\">EasyPicky is a <a href=\"https:\/\/easypicky.com\/en\/our-expertise\/\">retail data analytics solution<\/a> built for CPG and FMCG brands that need accurate, real-time shelf intelligence at scale. A sales rep walks into a Walmart or a Kroger, activates the EasyPicky app on their smartphone, and films the aisle. In under two minutes, the app has captured every facing, every out-of-stock, every planogram deviation, processed entirely offline, with no internet connection required to <\/span><span data-slate-node=\"text\"><strong>use the<\/strong><\/span><span data-slate-node=\"text\"> tool. The rep receives immediate action recommendations directly on-device, telling them exactly what to fix, in which order, before moving to the next aisle. Those recommendations are powered by a computer vision engine that delivers 99% detection accuracy, giving field teams the confidence to negotiate shelf space with store managers on the spot, backed by objective, real-time data rather than estimates.<\/span><\/p>\n<p data-slate-node=\"element\" data-slate-fragment=\"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\"><span data-slate-node=\"text\">On the headquarters side, all of that field data flows automatically into centralized dashboards the moment connectivity is restored. Every store visit, every KPI, every execution gap becomes instantly visible to every team that needs it, <\/span><span data-slate-node=\"text\"><strong>sales managers tracking regional performance<\/strong><\/span><span data-slate-node=\"text\">, category managers monitoring planogram compliance, marketing teams measuring promotional execution. This works regardless of how your field operation is structured. Whether you run your own dedicated sales force, work with external field agents, or rely on crowdsourcing to cover a large store network, EasyPicky consolidates every data point into a single, unified view of your retail execution, giving headquarters the visibility they need to make faster, smarter decisions at every level of the organization.<\/span><\/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-6ebd19e9 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"6ebd19e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/easypicky.com\/en\/savings-simulator\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Start capturing better data<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e46bea5 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"4e46bea5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-173bf1be exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-n-accordion\" data-id=\"173bf1be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3890\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-3890\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is retail analytics?\u00a0 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3890\" class=\"elementor-element elementor-element-1bdd6e2f e-con-full e-flex e-con e-child\" data-id=\"1bdd6e2f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ff63fe8 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"3ff63fe8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">Retail data analytics is the process of collecting and analyzing in-store field data, shelf presence, stock levels, planogram compliance, to generate KPIs that help CPG brands and retailers make faster, <\/span><span data-slate-node=\"text\"><strong>more accurate merchandising and sales decisions<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\">.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3891\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3891\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What data is collected in retail data analytics?\u00a0 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3891\" class=\"elementor-element elementor-element-52fca451 e-con-full e-flex e-con e-child\" data-id=\"52fca451\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-552d002b exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"552d002b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">It captures shelf presence, <\/span><span data-slate-node=\"text\"><strong>product facings<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\">, out-of-stock rates, competitor positioning, planogram compliance, share of shelf, and visit frequency, all collected automatically during field team store visits using AI-powered mobile scanning.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3892\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3892\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is AI used in retail data analytics?\u00a0 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3892\" class=\"elementor-element elementor-element-2e4f81b6 e-con-full e-flex e-con e-child\" data-id=\"2e4f81b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b14f0a7 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"2b14f0a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">AI image recognition analyzes video footage captured in-<\/span><span data-slate-node=\"text\"><strong>store to automatically identify SKUs<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"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\">, count facings, detect gaps, and flag compliance issues, generating a full set of KPIs in real time, without manual data entry.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3893\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3893\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is the difference between retail data analytics and digital shelf analytics?\u00a0 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3893\" class=\"elementor-element elementor-element-68f83526 e-flex e-con-boxed e-con e-child\" data-id=\"68f83526\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f43161c exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"1f43161c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-node=\"text\">Retail data analytics covers physical in-store execution, what is actually on the shelf in brick-and-mortar shops. <\/span><span data-slate-node=\"text\"><strong>Digital shelf analytics covers online product listings<\/strong><\/span><span data-slate-node=\"text\" data-slate-fragment=\"JTVCJTdCJTIydHlwZSUyMiUzQSUyMnBhcmFncmFwaCUyMiUyQyUyMmNoaWxkcmVuJTIyJTNBJTVCJTdCJTIydGV4dCUyMiUzQSUyMlJldGFpbCUyMGRhdGElMjBhbmFseXRpY3MlMjBjb3ZlcnMlMjBwaHlzaWNhbCUyMGluLXN0b3JlJTIwZXhlY3V0aW9uJTJDJTIwd2hhdCUyMGlzJTIwYWN0dWFsbHklMjBvbiUyMHRoZSUyMHNoZWxmJTIwaW4lMjBicmljay1hbmQtbW9ydGFyJTIwc2hvcHMuJTIwJTIyJTdEJTJDJTdCJTIydGV4dCUyMiUzQSUyMkRpZ2l0YWwlMjBzaGVsZiUyMGFuYWx5dGljcyUyMGNvdmVycyUyMG9ubGluZSUyMHByb2R1Y3QlMjBsaXN0aW5ncyUyMiUyQyUyMmJvbGQlMjIlM0F0cnVlJTdEJTJDJTdCJTIydGV4dCUyMiUzQSUyMiUyQyUyMGF2YWlsYWJpbGl0eSUyQyUyMGNvbnRlbnQlMkMlMjBhbmQlMjBwcmljaW5nJTIwb24lMjBlLWNvbW1lcmNlJTIwcGxhdGZvcm1zLiUyMiU3RCU1RCUyQyUyMnBhcmFncmFwaCUyMiUzQTExJTdEJTVE\">, availability, content, and pricing on e-commerce platforms.<\/span><\/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\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3894\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3894\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How does retail analytics improve sales performance?\u00a0 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3894\" class=\"elementor-element elementor-element-6a6f1277 e-flex e-con-boxed e-con e-child\" data-id=\"6a6f1277\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21a1dd2d exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"21a1dd2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-slate-fragment=\"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\">By identifying execution gaps, out-of-stocks, wrong facings, planogram drift, before they translate into lost sales. Field teams receive instant recommendations during the store visit, allowing them to correct issues on the spot rather than days later.<\/span><\/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\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is retail analytics?\\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Retail data analytics is the process of collecting and analyzing in-store field data, shelf presence, stock levels, planogram compliance, to generate KPIs that help CPG brands and retailers make faster, more accurate merchandising and sales decisions.\"}},{\"@type\":\"Question\",\"name\":\"What data is collected in retail data analytics?\\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"It captures shelf presence, product facings, out-of-stock rates, competitor positioning, planogram compliance, share of shelf, and visit frequency, all collected automatically during field team store visits using AI-powered mobile scanning.\"}},{\"@type\":\"Question\",\"name\":\"How is AI used in retail data analytics?\\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"AI image recognition analyzes video footage captured in-store to automatically identify SKUs, count facings, detect gaps, and flag compliance issues, generating a full set of KPIs in real time, without manual data entry.\"}},{\"@type\":\"Question\",\"name\":\"What is the difference between retail data analytics and digital shelf analytics?\\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Retail data analytics covers physical in-store execution, what is actually on the shelf in brick-and-mortar shops. 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Field teams receive instant recommendations during the store visit, allowing them to correct issues on the spot rather than days later.\"}}]}<\/script>\n\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-7068dae e-con-full e-flex e-con e-parent\" data-id=\"7068dae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41da4d5 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-hfe-basic-posts\" data-id=\"41da4d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"hfe-basic-posts.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<div class=\"hfe-posts-grid\">\n\t\t\t<article class=\"hfe-post-card\">\n\t\t\t\t\t\t\t<div class=\"hfe-post-image\">\n\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/retail-data-analytics\/\" rel=\"bookmark\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/easypicky.com\/wp-content\/uploads\/2026\/04\/Site-web-Article-blog-4.webp?w=300&amp;h=300\" class=\"attachment-medium size-medium wp-post-image\" alt=\"The Complete Guide to Retail Data Analytics: Definition, Types &amp; How It Works\" loading=\"lazy\" \/>\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"hfe-post-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"hfe-post-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/retail-data-analytics\/\" rel=\"bookmark\">\n\t\t\t\t\t\t\tThe Complete Guide to Retail Data Analytics: Definition, Types &amp; How It Works\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"hfe-post-meta\">\n\t\t\t\t\t\t<span class=\"hfe-post-date\">24 April 2026<\/span><span class=\"hfe-meta-separator\"> | <\/span><span class=\"hfe-post-author\">by EasyPicky<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/retail-data-analytics\/\" class=\"hfe-read-more\" rel=\"bookmark\">\n\t\t\t\t\t\tRead More \u2192\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"hfe-post-card\">\n\t\t\t\t\t\t\t<div class=\"hfe-post-image\">\n\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/posm-guide-retail-brands-2026\/\" rel=\"bookmark\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/easypicky.com\/wp-content\/uploads\/2026\/04\/POSM_Thumbnail.webp?w=300&amp;h=300\" class=\"attachment-medium size-medium wp-post-image\" alt=\"POSM: The Guide for Retail Brands in 2026 &amp; How to Finally Track Them at Scale\" loading=\"lazy\" \/>\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"hfe-post-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"hfe-post-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/posm-guide-retail-brands-2026\/\" rel=\"bookmark\">\n\t\t\t\t\t\t\tPOSM: The Guide for Retail Brands in 2026 &amp; How to Finally Track Them at Scale\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"hfe-post-meta\">\n\t\t\t\t\t\t<span class=\"hfe-post-date\">23 April 2026<\/span><span class=\"hfe-meta-separator\"> | <\/span><span class=\"hfe-post-author\">by EasyPicky<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/posm-guide-retail-brands-2026\/\" class=\"hfe-read-more\" rel=\"bookmark\">\n\t\t\t\t\t\tRead More \u2192\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"hfe-post-card\">\n\t\t\t\t\t\t\t<div class=\"hfe-post-image\">\n\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/mondelez-benelux-unlocked-faster-smarter-store-execution\/\" rel=\"bookmark\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/easypicky-555036211.imgix.net\/wp-content\/uploads\/2026\/03\/Mondelez_Benelux_Success_Story_Thumbnail-V2.png?auto=format%2Cenhance%2Ccompress&amp;w=300&amp;h=300\" class=\"attachment-medium size-medium wp-post-image\" alt=\"Why Mondelez Benelux Transitioned to\u00a0EasyPicky\u00a0&amp; How It Unlocked Faster, Smarter Store Execution\" loading=\"lazy\" \/>\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"hfe-post-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"hfe-post-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/mondelez-benelux-unlocked-faster-smarter-store-execution\/\" rel=\"bookmark\">\n\t\t\t\t\t\t\tWhy Mondelez Benelux Transitioned to\u00a0EasyPicky\u00a0&amp; How It Unlocked Faster, Smarter Store Execution\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"hfe-post-meta\">\n\t\t\t\t\t\t<span class=\"hfe-post-date\">31 March 2026<\/span><span class=\"hfe-meta-separator\"> | <\/span><span class=\"hfe-post-author\">by EasyPicky<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/mondelez-benelux-unlocked-faster-smarter-store-execution\/\" class=\"hfe-read-more\" rel=\"bookmark\">\n\t\t\t\t\t\tRead More \u2192\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"hfe-post-card\">\n\t\t\t\t\t\t\t<div class=\"hfe-post-image\">\n\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/maximizing-roi-retail-execution\/\" rel=\"bookmark\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/easypicky-555036211.imgix.net\/wp-content\/uploads\/2026\/03\/Website_Blog_Return_On_Investment_Cover-.png?auto=format%2Cenhance%2Ccompress&amp;w=300&amp;h=300\" class=\"attachment-medium size-medium wp-post-image\" alt=\"How\u00a0EasyPicky\u00a0Helps Retail Brands Maximize ROI from Store Execution\" loading=\"lazy\" \/>\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"hfe-post-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"hfe-post-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/maximizing-roi-retail-execution\/\" rel=\"bookmark\">\n\t\t\t\t\t\t\tHow\u00a0EasyPicky\u00a0Helps Retail Brands Maximize ROI from Store Execution\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"hfe-post-meta\">\n\t\t\t\t\t\t<span class=\"hfe-post-date\">23 March 2026<\/span><span class=\"hfe-meta-separator\"> | <\/span><span class=\"hfe-post-author\">by EasyPicky<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/easypicky.com\/en\/maximizing-roi-retail-execution\/\" class=\"hfe-read-more\" rel=\"bookmark\">\n\t\t\t\t\t\tRead More \u2192\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\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>Retail data analytics is the process of collecting, analyzing, and interpreting in-store field data, including shelf presence, stock levels, and planogram compliance, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":18420,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"none","_seopress_titles_title":"What Is Retail Data Analytics? Definition, Types & How It Works","_seopress_titles_desc":"Retail data analytics turns in-store field data into actionable KPIs for CPG and FMCG brands. Learn what it is, how it works, and why it drives better merchandising decisions.","_seopress_robots_index":"","content-type":"","footnotes":""},"categories":[1,46],"tags":[],"class_list":["post-18455","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data","category-digital-transformation"],"_links":{"self":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts\/18455","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/comments?post=18455"}],"version-history":[{"count":16,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts\/18455\/revisions"}],"predecessor-version":[{"id":18475,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts\/18455\/revisions\/18475"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/media\/18420"}],"wp:attachment":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/media?parent=18455"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/categories?post=18455"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/tags?post=18455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}