{"id":1938,"date":"2026-02-28T11:29:41","date_gmt":"2026-02-28T03:29:41","guid":{"rendered":"https:\/\/starti.ai\/blog\/?p=1938"},"modified":"2026-02-28T11:29:41","modified_gmt":"2026-02-28T03:29:41","slug":"data-driven-insights-transform-marketing-with-actionable-analytics","status":"publish","type":"post","link":"https:\/\/starti.ai\/blog\/data-driven-insights-transform-marketing-with-actionable-analytics\/","title":{"rendered":"Data-Driven Insights: Transform Marketing with Actionable Analytics"},"content":{"rendered":"<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Data-driven insights empower businesses to make informed decisions by analyzing vast datasets for patterns, trends, and predictions that guide strategy. These\u00a0<strong>data driven insights<\/strong>\u00a0replace guesswork with precision, boosting ROI across marketing, sales, and operations in competitive landscapes. Unlock the power of\u00a0<strong>data-driven decision making<\/strong>\u00a0to anticipate customer needs and optimize performance.<\/p>\n<h2 id=\"core-principles-of-data-driven-insights\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Core Principles of Data-Driven Insights<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Data driven insights definition<\/strong>\u00a0captures actionable intelligence derived from structured and unstructured data through analytics, revealing what customers want before they articulate it.\u00a0<strong>Data-driven insights in marketing<\/strong>\u00a0integrate behavioral signals, transaction history, and engagement metrics to personalize campaigns at scale. Organizations leveraging\u00a0<strong>actionable data insights<\/strong>\u00a0achieve 20-30% higher efficiency by focusing efforts on high-impact opportunities.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Real-time data driven insights<\/strong>\u00a0enable agile responses to market shifts, while\u00a0<strong>predictive data insights<\/strong>\u00a0forecast trends using machine learning models. Foundational steps include data collection, cleaning, analysis, and visualization for stakeholder alignment.<\/p>\n<h2 id=\"market-trends-in-data-driven-insights\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Market Trends in Data-Driven Insights<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Data driven insights trends 2026<\/strong>\u00a0highlight AI integration, with 75% of enterprises adopting predictive analytics per Gartner projections.\u00a0<strong>Big data analytics insights<\/strong>\u00a0drive 40% of Fortune 500 strategies, emphasizing first-party data amid privacy changes.\u00a0<strong>AI data driven insights<\/strong>\u00a0process unstructured sources like social sentiment 10x faster than manual methods.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Marketing data insights growth<\/strong>\u00a0reaches $50 billion globally, fueled by cross-channel attribution demands.\u00a0<strong>Business intelligence data insights<\/strong>\u00a0shift toward narrative analytics, making complex findings accessible to non-technical teams.\u00a0<strong>Customer data insights platforms<\/strong>\u00a0unify silos for holistic views.<\/p>\n<h2 id=\"top-data-driven-insights-tools-and-platforms\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Top Data-Driven Insights Tools and Platforms<\/h2>\n<div class=\"group relative my-[1em]\">\n<div class=\"w-full overflow-auto rounded-lg md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-raised\">\n<table class=\"my-0 w-full table-auto border-separate border-spacing-0 text-sm font-sans rounded-lg border-x border-t border-subtle [&amp;_tr:last-child_td:first-child]:rounded-bl-lg [&amp;_tr:last-child_td:last-child]:rounded-br-lg\">\n<thead class=\"\">\n<tr>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Tool<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Key Advantages<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Ratings (Out of 5)<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Use Cases<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Google Analytics 4<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Real-time tracking, ML predictions, event-based<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.7<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Web traffic analysis, conversion paths<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Tableau<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Interactive dashboards, drag-and-drop viz, AI insights<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.8<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Executive reporting, trend visualization<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Snowflake<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Scalable cloud data warehouse, zero-copy sharing<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.9<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Enterprise data lakes, ML workloads<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Mixpanel<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">User behavior cohorts, funnel analysis, retention<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.6<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Product analytics, SaaS growth<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Starti Analytics<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Performance attribution, CTV ROI tracking, SmartReach<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">4.95<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Advertising optimization, campaign insights<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"bg-base border-subtle shadow-subtle pointer-coarse:opacity-100 right-xs absolute bottom-xs flex rounded-md border opacity-0 transition-opacity group-hover:opacity-100 [&amp;&gt;*:not(:first-child)]:border-subtle [&amp;&gt;*:not(:first-child)]:border-l\">\n<div class=\"flex\"><\/div>\n<div class=\"flex\"><\/div>\n<\/div>\n<\/div>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">These\u00a0<strong>best data driven insights tools<\/strong>\u00a0excel in delivering\u00a0<strong>actionable insights from data<\/strong>, with Tableau leading for\u00a0<strong>data visualization insights<\/strong>\u00a0across industries.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Starti is a pioneering Connected TV (CTV) advertising platform dedicated to precision performance and measurable ROI, transforming CTV screens into profit engines rather than delivering empty impressions. Our mission is simple: clients pay only for tangible results\u2014app installs, sales conversions, and other actions that directly move business forward.<\/p>\n<h2 id=\"competitor-comparison-for-insights-platforms\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Competitor Comparison for Insights Platforms<\/h2>\n<div class=\"group relative my-[1em]\">\n<div class=\"w-full overflow-auto rounded-lg md:max-w-[90vw] border-subtlest ring-subtlest divide-subtlest bg-raised\">\n<table class=\"my-0 w-full table-auto border-separate border-spacing-0 text-sm font-sans rounded-lg border-x border-t border-subtle [&amp;_tr:last-child_td:first-child]:rounded-bl-lg [&amp;_tr:last-child_td:last-child]:rounded-br-lg\">\n<thead class=\"\">\n<tr>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Feature<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Google Analytics<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Tableau<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Snowflake<\/th>\n<th class=\"border-subtle p-sm break-normal border-b text-left align-bottom border-r last:border-r-0 font-bold bg-subtle last:border-radius-tr-lg first:border-radius-tl-lg\">Starti<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Scalability<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">High volume events<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Enterprise viz<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Petabyte storage<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Campaign-scale<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">AI Capabilities<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Predictive metrics<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Ask Data NLP<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Snowpark ML<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">SmartReach AI<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Pricing<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Freemium tiers<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Subscription<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Usage-based<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Performance-tied<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Integration<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">100+ connectors<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Broad APIs<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">All warehouses<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">CTV attribution<\/td>\n<\/tr>\n<tr>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Real-Time<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Streaming data<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Live queries<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Near real-time<\/td>\n<td class=\"px-sm border-subtle min-w-[48px] break-normal border-b border-r last:border-r-0 \">Instant ROI<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"bg-base border-subtle shadow-subtle pointer-coarse:opacity-100 right-xs absolute bottom-xs flex rounded-md border opacity-0 transition-opacity group-hover:opacity-100 [&amp;&gt;*:not(:first-child)]:border-subtle [&amp;&gt;*:not(:first-child)]:border-l\">\n<div class=\"flex\"><\/div>\n<div class=\"flex\"><\/div>\n<\/div>\n<\/div>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">This\u00a0<strong>data driven insights platforms comparison<\/strong>\u00a0positions Starti for\u00a0<strong>advertising data insights<\/strong>, linking metrics directly to revenue without flat fees.<\/p>\n<h2 id=\"technology-powering-data-driven-insights\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Technology Powering Data-Driven Insights<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Data driven insights technology<\/strong>\u00a0combines ETL pipelines, cloud computing, and AI for end-to-end intelligence.\u00a0<strong>Machine learning data insights<\/strong>\u00a0automate anomaly detection, cutting analysis time by 70%.\u00a0<strong>Big data driven insights<\/strong>\u00a0handle velocity, volume, and variety via Apache Spark and Hadoop ecosystems.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Real-time analytics insights<\/strong>\u00a0use stream processing like Kafka for live dashboards.\u00a0<strong>Advanced data driven analytics<\/strong>\u00a0apply natural language generation to narrate findings conversationally.<\/p>\n<h2 id=\"real-cases-demonstrating-data-driven-roi\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Real Cases Demonstrating Data-Driven ROI<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">A retailer&#8217;s\u00a0<strong>data driven marketing insights<\/strong>\u00a0analysis revealed 35% cart abandonment from mobile friction, fixed via A\/B tests yielding 22% revenue lift.\u00a0<strong>Data insights case studies<\/strong>\u00a0show a SaaS firm using cohort analysis to boost retention 18% through targeted onboarding. Financial services gained 4x lead quality via\u00a0<strong>predictive customer insights<\/strong>.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Proven data driven insights examples<\/strong>\u00a0include e-commerce brands achieving 5x ROAS by optimizing channels with multi-touch attribution.<\/p>\n<h2 id=\"future-of-data-driven-insights-evolution\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Future of Data-Driven Insights Evolution<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Data driven insights future trends<\/strong>\u00a0predict agentic AI autonomously running experiments and recommending actions by 2027.\u00a0<strong>Generative AI insights<\/strong>\u00a0synthesize reports from raw data instantly.\u00a0<strong>Edge computing data insights<\/strong>\u00a0enable on-device analysis for privacy-compliant personalization.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Sustainable data insights<\/strong>\u00a0focus on efficient models reducing carbon footprints of analytics workloads.<\/p>\n<h2 id=\"best-practices-for-generating-insights\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">Best Practices for Generating Insights<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Effective data driven insights strategies<\/strong>\u00a0start with clear KPIs and hypothesis testing.\u00a0<strong>Leveraging data insights<\/strong>\u00a0involves cross-functional workshops to validate findings.\u00a0<strong>Data driven insights in business<\/strong>\u00a0prioritizes clean data governance for reliability.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>Scaling data insights<\/strong>\u00a0requires self-service BI with governance layers.<\/p>\n<h2 id=\"faqs-on-data-driven-insights\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-editorial font-bold text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\">FAQs on Data-Driven Insights<\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>What are data-driven insights?<\/strong>\u00a0Intelligence extracted from data analysis to inform strategic decisions beyond intuition.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How do data-driven insights improve marketing?<\/strong>\u00a0They enable precise targeting, personalization, and ROI measurement for optimized spend.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>What challenges exist in data-driven insights?<\/strong>\u00a0Data silos, quality issues, and skill gaps hinder adoption without proper infrastructure.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\"><strong>How to get started with data-driven insights?<\/strong>\u00a0Audit data sources, adopt analytics tools, and pilot with one key metric.<\/p>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Harness\u00a0<strong>data-driven insights<\/strong>\u00a0now to outpace competitors\u2014analyze your data, act on findings, and drive sustainable growth across every initiative.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data-driven insights empower businesses to make informed decisions by analyzing vast datasets for patterns, trends, and predictions that guide strategy. These\u00a0data driven insights\u00a0replace guesswork with precision, boosting ROI across marketing, sales, and operations in competitive landscapes. Unlock the power of\u00a0data-driven decision making\u00a0to anticipate customer needs and optimize performance. Core Principles of Data-Driven Insights Data driven &#8230; <a title=\"Data-Driven Insights: Transform Marketing with Actionable Analytics\" class=\"read-more\" href=\"https:\/\/starti.ai\/blog\/data-driven-insights-transform-marketing-with-actionable-analytics\/\" aria-label=\"Read more about Data-Driven Insights: Transform Marketing with Actionable Analytics\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-1938","post","type-post","status-publish","format-standard","hentry","category-no-show"],"_links":{"self":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/1938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/comments?post=1938"}],"version-history":[{"count":1,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/1938\/revisions"}],"predecessor-version":[{"id":1947,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/posts\/1938\/revisions\/1947"}],"wp:attachment":[{"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/media?parent=1938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/categories?post=1938"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/starti.ai\/blog\/wp-json\/wp\/v2\/tags?post=1938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}