{"id":1939,"date":"2026-04-03T20:29:37","date_gmt":"2026-04-03T20:29:37","guid":{"rendered":"https:\/\/kaytics.com\/blogs\/?p=1939"},"modified":"2026-04-03T20:29:41","modified_gmt":"2026-04-03T20:29:41","slug":"turn-disconnected-data-into-business-action","status":"publish","type":"post","link":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/","title":{"rendered":"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0"},"content":{"rendered":"\n

Many organizations today have no shortage of data. <\/p>\n\n\n\n

Sales systems generate reports. Marketing platforms track campaigns. Finance monitors revenue and cost metrics. Operational tools track performance across teams and locations. On paper, it may seem like there is more insight available than ever before. <\/p>\n\n\n\n

But having more data does not automatically lead to better decisions. <\/p>\n\n\n\n

In reality, many businesses struggle because their data exists in separate systems, reports, and dashboards. Each tool may provide a piece of the picture, but the full story is difficult to see. <\/p>\n\n\n\n

This is the challenge of disconnected data. <\/p>\n\n\n\n

When data remains fragmented, teams spend more time interpreting reports than making decisions. The real opportunity lies in turning scattered information into clear, actionable insight. <\/p>\n\n\n\n

Why disconnected data is a common problem<\/strong> <\/h2>\n\n\n\n

Most organizations did not intentionally create disconnected data systems. It usually happens as businesses grow. <\/p>\n\n\n\n

Different teams adopt tools that solve immediate needs. Marketing uses one platform, sales another, finance another, and operations yet another. Over time, these systems accumulate large amounts of valuable data, but they rarely communicate with each other effectively. <\/p>\n\n\n\n

As a result, organizations often face challenges such as: <\/p>\n\n\n\n

\u2022 Multiple dashboards showing slightly different numbers 
\u2022 Manual reporting processes that take hours or days 
\u2022 Difficulty understanding what is actually driving performance 
\u2022 Decisions based on partial information <\/p>\n\n\n\n

The problem is not the lack of data. The problem is that the data is not connected in a way that supports decision-making. <\/p>\n\n\n\n

Why clarity matters for leadership<\/strong> <\/h2>\n\n\n\n

Executives and managers are rarely looking for more reports. They are looking for answers. <\/p>\n\n\n\n

They want to understand questions like: <\/p>\n\n\n\n

\u2022 Why are sales increasing or declining? 
\u2022 Which marketing efforts are driving real growth? 
\u2022 Where are operational bottlenecks slowing performance? 
\u2022 Which areas of the business deserve more investment? <\/p>\n\n\n\n

Disconnected data makes these questions difficult to answer quickly. <\/p>\n\n\n\n

When information is fragmented, teams often rely on intuition or incomplete analysis. This slows decision-making and increases the risk of missed opportunities. <\/p>\n\n\n\n

The shift from data collection to decision support<\/strong> <\/h2>\n\n\n\n

Turning data into action requires a shift in mindset. <\/p>\n\n\n\n

Instead of focusing on collecting more metrics, organizations need to focus on how information flows through the business. The goal is to move from data collection<\/strong> to decision support<\/strong>. <\/p>\n\n\n\n

A strong analytics approach does not simply display numbers. It helps teams understand what is happening, why it is happening, and what actions should follow. <\/p>\n\n\n\n

Four steps to turn data into action<\/strong> <\/h2>\n\n\n\n

While every organization is different, most successful data strategies follow a similar progression. <\/p>\n\n\n\n

1. Connect key data sources<\/strong> <\/h3>\n\n\n\n

The first step is ensuring that the most important data sources can be analyzed together. <\/p>\n\n\n\n

This often includes sales, marketing performance, customer data, operational metrics, and financial indicators. When these sources are connected, it becomes much easier to see how different parts of the business influence each other. <\/p>\n\n\n\n

Without this connection, analysis remains fragmented. <\/p>\n\n\n\n

2. Focus on the metrics that matter<\/strong> <\/h3>\n\n\n\n

More metrics do not automatically create more insight. <\/p>\n\n\n\n

Organizations benefit most when they focus on a clear set of key indicators that reflect business performance. These metrics should connect directly to business goals such as revenue growth, customer acquisition, retention, operational efficiency, or profitability. <\/p>\n\n\n\n

When the right metrics are clearly defined, reporting becomes much easier to interpret. <\/p>\n\n\n\n

3. Provide visibility through clear dashboards<\/strong> <\/h3>\n\n\n\n

Once data sources are connected and key metrics are defined, dashboards can provide visibility across the organization. <\/p>\n\n\n\n

A good dashboard does not overwhelm users with charts. Instead, it highlights performance signals that help teams understand what is changing and where attention may be required. <\/p>\n\n\n\n

This allows leadership to monitor performance in real time and explore deeper questions when needed. <\/p>\n\n\n\n

4. Translate insight into action<\/strong> <\/h3>\n\n\n\n

The final step is ensuring that analytics leads to action. <\/p>\n\n\n\n

This may involve identifying performance gaps, adjusting marketing investment, improving operational processes, or refining pricing and growth strategies. <\/p>\n\n\n\n

Data only becomes valuable when it helps organizations make better decisions. <\/p>\n\n\n\n

What successful organizations do differently<\/strong> <\/h2>\n\n\n\n

Companies that effectively use data for decision-making tend to share a few common characteristics. <\/p>\n\n\n\n

They prioritize clarity over complexity. Instead of creating dozens of disconnected reports, they focus on a unified view of performance. <\/p>\n\n\n\n

They align analytics with real business questions. The goal is not simply to track numbers, but to understand what those numbers mean. <\/p>\n\n\n\n

And they treat data as an ongoing capability rather than a one-time project. Over time, this creates a culture where decisions are supported by evidence rather than guesswork. <\/p>\n\n\n\n

Conclusion<\/strong> <\/h2>\n\n\n\n

Most organizations already have the data they need to improve performance. <\/p>\n\n\n\n

The challenge is turning that data into something useful. <\/p>\n\n\n\n

When data is fragmented across systems, reports, and dashboards, it becomes difficult to understand what is happening and what actions to take next. But when data is connected and structured around key decisions, it becomes a powerful tool for guiding growth. <\/p>\n\n\n\n

Turning disconnected data into clear business action is not about collecting more information. It is about creating the clarity needed to move the business forward. <\/p>\n\n\n\n

\n
Get A Free Consultation<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Many organizations today have no shortage of data.  Sales systems generate reports. Marketing platforms track campaigns. Finance monitors revenue and cost metrics. Operational tools track performance across teams and locations. On paper, it may seem like there is more insight available than ever before.  But having more data does not automatically lead to better decisions.  In […]<\/p>\n","protected":false},"author":8,"featured_media":1940,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[76,19,68,73],"tags":[],"class_list":["post-1939","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-analytics","category-cpg","category-data","category-data-analytics"],"yoast_head":"\nHow to Turn Disconnected Data Into Clear Business Action<\/title>\n<meta name=\"description\" content=\"Disconnected data slows decision-making and hides business opportunities. Learn how businesses can connect their data and improve visibility.\" class=\"yoast-seo-meta-tag\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:locale\" content=\"en_US\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:type\" content=\"article\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:title\" content=\"How to Turn Disconnected Data Into Clear Business Action\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:description\" content=\"Disconnected data slows decision-making and hides business opportunities. Learn how businesses can connect their data and improve visibility.\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-03T20:29:37+00:00\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-03T20:29:41+00:00\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta property=\"og:image:width\" content=\"540\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" class=\"yoast-seo-meta-tag\" \/>\n<meta name=\"author\" content=\"Esrom\" class=\"yoast-seo-meta-tag\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" class=\"yoast-seo-meta-tag\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta name=\"twitter:data1\" content=\"Esrom\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" class=\"yoast-seo-meta-tag\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" class=\"yoast-seo-meta-tag\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\"},\"author\":{\"name\":\"Esrom\",\"@id\":\"https:\/\/kaytics.com\/blogs\/#\/schema\/person\/b9050b114a5581da5deb08bbebc29364\"},\"headline\":\"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0\",\"datePublished\":\"2026-04-03T20:29:37+00:00\",\"dateModified\":\"2026-04-03T20:29:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\"},\"wordCount\":912,\"publisher\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/#organization\"},\"image\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png\",\"articleSection\":[\"AI analytics\",\"CPG\",\"Data\",\"Data analytics\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\",\"url\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\",\"name\":\"How to Turn Disconnected Data Into Clear Business Action\",\"isPartOf\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png\",\"datePublished\":\"2026-04-03T20:29:37+00:00\",\"dateModified\":\"2026-04-03T20:29:41+00:00\",\"description\":\"Disconnected data slows decision-making and hides business opportunities. Learn how businesses can connect their data and improve visibility.\",\"breadcrumb\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage\",\"url\":\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png\",\"contentUrl\":\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png\",\"width\":540,\"height\":540,\"caption\":\"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/kaytics.com\/blogs\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/kaytics.com\/blogs\/#website\",\"url\":\"https:\/\/kaytics.com\/blogs\/\",\"name\":\"AI Leader Marketing Analytics Consumer Insight\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/kaytics.com\/blogs\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/kaytics.com\/blogs\/#organization\",\"name\":\"Kaytics LLC\",\"url\":\"https:\/\/kaytics.com\/blogs\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/kaytics.com\/blogs\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2024\/07\/cropped-cropped-logo.png\",\"contentUrl\":\"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2024\/07\/cropped-cropped-logo.png\",\"width\":250,\"height\":83,\"caption\":\"Kaytics LLC\"},\"image\":{\"@id\":\"https:\/\/kaytics.com\/blogs\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/kaytics.com\/blogs\/#\/schema\/person\/b9050b114a5581da5deb08bbebc29364\",\"name\":\"Esrom\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/7b8ad5158eeacea36841b42f7fb60414384644988138fbe616b30164ac93e311?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/7b8ad5158eeacea36841b42f7fb60414384644988138fbe616b30164ac93e311?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/7b8ad5158eeacea36841b42f7fb60414384644988138fbe616b30164ac93e311?s=96&d=mm&r=g\",\"caption\":\"Esrom\"},\"url\":\"https:\/\/kaytics.com\/blogs\/author\/esrom\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Turn Disconnected Data Into Clear Business Action","description":"Disconnected data slows decision-making and hides business opportunities. Learn how businesses can connect their data and improve visibility.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/","og_locale":"en_US","og_type":"article","og_title":"How to Turn Disconnected Data Into Clear Business Action","og_description":"Disconnected data slows decision-making and hides business opportunities. Learn how businesses can connect their data and improve visibility.","og_url":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/","article_published_time":"2026-04-03T20:29:37+00:00","article_modified_time":"2026-04-03T20:29:41+00:00","og_image":[{"width":540,"height":540,"url":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png","type":"image\/png"}],"author":"Esrom","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Esrom","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#article","isPartOf":{"@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/"},"author":{"name":"Esrom","@id":"https:\/\/kaytics.com\/blogs\/#\/schema\/person\/b9050b114a5581da5deb08bbebc29364"},"headline":"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0","datePublished":"2026-04-03T20:29:37+00:00","dateModified":"2026-04-03T20:29:41+00:00","mainEntityOfPage":{"@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/"},"wordCount":912,"publisher":{"@id":"https:\/\/kaytics.com\/blogs\/#organization"},"image":{"@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage"},"thumbnailUrl":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png","articleSection":["AI analytics","CPG","Data","Data analytics"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/","url":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/","name":"How to Turn Disconnected Data Into Clear Business Action","isPartOf":{"@id":"https:\/\/kaytics.com\/blogs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage"},"image":{"@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage"},"thumbnailUrl":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png","datePublished":"2026-04-03T20:29:37+00:00","dateModified":"2026-04-03T20:29:41+00:00","description":"Disconnected data slows decision-making and hides business opportunities. Learn how businesses can connect their data and improve visibility.","breadcrumb":{"@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#primaryimage","url":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png","contentUrl":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2026\/04\/How-to-Turn-Disconnected-Data-Into-Clear-Business-Action-1.png","width":540,"height":540,"caption":"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0"},{"@type":"BreadcrumbList","@id":"https:\/\/kaytics.com\/blogs\/turn-disconnected-data-into-business-action\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kaytics.com\/blogs\/"},{"@type":"ListItem","position":2,"name":"How to Turn Disconnected Data\u00a0Into\u00a0Clear Business Action\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/kaytics.com\/blogs\/#website","url":"https:\/\/kaytics.com\/blogs\/","name":"AI Leader Marketing Analytics Consumer Insight","description":"","publisher":{"@id":"https:\/\/kaytics.com\/blogs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kaytics.com\/blogs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/kaytics.com\/blogs\/#organization","name":"Kaytics LLC","url":"https:\/\/kaytics.com\/blogs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kaytics.com\/blogs\/#\/schema\/logo\/image\/","url":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2024\/07\/cropped-cropped-logo.png","contentUrl":"https:\/\/kaytics.com\/blogs\/wp-content\/uploads\/2024\/07\/cropped-cropped-logo.png","width":250,"height":83,"caption":"Kaytics LLC"},"image":{"@id":"https:\/\/kaytics.com\/blogs\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/kaytics.com\/blogs\/#\/schema\/person\/b9050b114a5581da5deb08bbebc29364","name":"Esrom","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/7b8ad5158eeacea36841b42f7fb60414384644988138fbe616b30164ac93e311?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7b8ad5158eeacea36841b42f7fb60414384644988138fbe616b30164ac93e311?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7b8ad5158eeacea36841b42f7fb60414384644988138fbe616b30164ac93e311?s=96&d=mm&r=g","caption":"Esrom"},"url":"https:\/\/kaytics.com\/blogs\/author\/esrom\/"}]}},"_links":{"self":[{"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/posts\/1939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/comments?post=1939"}],"version-history":[{"count":1,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/posts\/1939\/revisions"}],"predecessor-version":[{"id":1941,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/posts\/1939\/revisions\/1941"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/media\/1940"}],"wp:attachment":[{"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/media?parent=1939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/categories?post=1939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kaytics.com\/blogs\/wp-json\/wp\/v2\/tags?post=1939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}