{"id":53027,"date":"2025-09-16T09:50:06","date_gmt":"2025-09-16T09:50:06","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=53027"},"modified":"2026-02-21T08:25:41","modified_gmt":"2026-02-21T08:25:41","slug":"top-10-ai-survey-automation-tools-in-2025-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-ai-survey-automation-tools-in-2025-features-pros-cons-comparison\/","title":{"rendered":"Top 10 AI Survey Automation Tools in 2026: Features, Pros, Cons &amp; Comparison"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Introduction<\/h1>\n\n\n\n<p>In 2026, <strong>AI Survey Automation Tools<\/strong> are transforming the way businesses, researchers, and organizations gather and analyze feedback. Traditional survey platforms often relied on static questions and manual reporting, but modern AI-powered solutions go further: they personalize survey experiences in real time, automatically analyze responses for trends, and even predict customer or employee sentiment.<\/p>\n\n\n\n<p>For decision makers, this means faster insights, reduced human error, and higher engagement rates. Whether you\u2019re a startup running customer satisfaction polls, an enterprise measuring employee experience, or a researcher seeking unbiased data, choosing the right tool is critical. Key factors to evaluate include <strong>ease of use, integration options, AI-driven analytics, pricing flexibility, and scalability<\/strong>.<\/p>\n\n\n\n<p>Below, we break down the <strong>top 10 AI Survey Automation Tools in 2026<\/strong>\u2014covering their standout features, pros, cons, and how they compare against one another.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Top 10 AI Survey Automation Tools in 2026<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"299\" height=\"168\" src=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/3-1.png\" alt=\"\" class=\"wp-image-53764\" style=\"width:533px;height:auto\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Qualtrics XM + AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Qualtrics, long a leader in experience management, now integrates powerful AI to automate survey design, predictive analysis, and text sentiment categorization.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-generated survey questions based on goals<\/li>\n\n\n\n<li>Real-time predictive analytics<\/li>\n\n\n\n<li>Natural language processing (NLP) for open-ended responses<\/li>\n\n\n\n<li>Integration with CRM and HR systems<\/li>\n\n\n\n<li>Automated dashboard summaries<\/li>\n\n\n\n<li>Voice and chat-based surveys<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enterprise-grade scalability<\/li>\n\n\n\n<li>Deep analytics with AI recommendations<\/li>\n\n\n\n<li>Robust integrations<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Steep learning curve for new users<\/li>\n\n\n\n<li>Higher pricing than SMB-friendly tools<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>SurveyMonkey Genius (Momentive)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>SurveyMonkey has upgraded with \u201cGenius AI,\u201d designed for small-to-mid businesses to create smarter, faster surveys.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-assisted question generation<\/li>\n\n\n\n<li>Smart templates for industries<\/li>\n\n\n\n<li>Automated bias detection<\/li>\n\n\n\n<li>Advanced analytics dashboards<\/li>\n\n\n\n<li>Sentiment tagging of responses<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Easy to use with minimal setup<\/li>\n\n\n\n<li>Affordable for SMBs<\/li>\n\n\n\n<li>Strong community templates<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited customization in lower-tier plans<\/li>\n\n\n\n<li>Less predictive power than enterprise tools<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Typeform AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Known for conversational survey design, Typeform now uses AI to adapt questions dynamically for better engagement.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adaptive questioning with AI logic<\/li>\n\n\n\n<li>Conversational interfaces for web, mobile, and chatbots<\/li>\n\n\n\n<li>Auto-generated insights dashboards<\/li>\n\n\n\n<li>API for integrations with Slack, HubSpot, etc.<\/li>\n\n\n\n<li>AI-powered personalization based on respondent behavior<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>High completion rates due to conversational flow<\/li>\n\n\n\n<li>Modern UI\/UX loved by marketers<\/li>\n\n\n\n<li>Integrations with top marketing tools<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Less robust for advanced data science teams<\/li>\n\n\n\n<li>Limited enterprise-level controls<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Google Forms AI (Workspace Add-on)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Google Forms has integrated AI to simplify survey creation and enhance analytics for education, nonprofits, and SMBs.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-generated question suggestions<\/li>\n\n\n\n<li>Auto-categorization of responses<\/li>\n\n\n\n<li>Seamless Google Sheets and Looker Studio sync<\/li>\n\n\n\n<li>Free for most Workspace users<\/li>\n\n\n\n<li>Real-time collaboration<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free and accessible<\/li>\n\n\n\n<li>Perfect for small teams and educators<\/li>\n\n\n\n<li>Easy to integrate within Google ecosystem<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited advanced analytics<\/li>\n\n\n\n<li>Branding customization is minimal<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Zoho Survey + Zia AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Zoho adds Zia, its AI assistant, to Zoho Survey for smarter business feedback automation.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI insights from open-ended questions<\/li>\n\n\n\n<li>Predictive survey completion analytics<\/li>\n\n\n\n<li>Omnichannel distribution (email, SMS, social)<\/li>\n\n\n\n<li>White-label customization<\/li>\n\n\n\n<li>Part of Zoho business suite<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Affordable, especially for Zoho ecosystem users<\/li>\n\n\n\n<li>Comprehensive customization options<\/li>\n\n\n\n<li>Zia AI adds predictive insights<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Interface can feel outdated<\/li>\n\n\n\n<li>Best suited for Zoho CRM users<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">6. <strong>Medallia AI Surveys<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Medallia specializes in customer and employee experience, using AI to analyze and act on real-time survey responses.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered sentiment and emotion detection<\/li>\n\n\n\n<li>Predictive churn and loyalty analytics<\/li>\n\n\n\n<li>Multi-language NLP<\/li>\n\n\n\n<li>Omnichannel survey collection (web, app, call center)<\/li>\n\n\n\n<li>Automated action alerts for managers<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent for large organizations<\/li>\n\n\n\n<li>Predictive analytics tied to outcomes<\/li>\n\n\n\n<li>Deep sentiment insights<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Complex to implement<\/li>\n\n\n\n<li>Enterprise pricing<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">7. <strong>SurveySparrow AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>SurveySparrow focuses on conversational surveys with AI-powered insights and automation.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Conversational chat-style surveys<\/li>\n\n\n\n<li>AI-assisted report summaries<\/li>\n\n\n\n<li>Offline and kiosk survey options<\/li>\n\n\n\n<li>Automated workflows for survey campaigns<\/li>\n\n\n\n<li>White-label customization<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fun, engaging UX<\/li>\n\n\n\n<li>Affordable for SMBs<\/li>\n\n\n\n<li>Strong automation workflows<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analytics not as deep as Qualtrics<\/li>\n\n\n\n<li>Limited predictive modeling<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">8. <strong>Formstack AI Surveys<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Formstack integrates AI into its forms and surveys for HR, healthcare, and enterprise workflows.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered data validation<\/li>\n\n\n\n<li>HIPAA-compliant survey options<\/li>\n\n\n\n<li>Predictive analytics for HR and healthcare<\/li>\n\n\n\n<li>Drag-and-drop customization<\/li>\n\n\n\n<li>Workflow automation with CRM\/ERP<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Great for healthcare and compliance-heavy industries<\/li>\n\n\n\n<li>Strong integrations with enterprise tools<\/li>\n\n\n\n<li>Secure data handling<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Higher pricing for HIPAA features<\/li>\n\n\n\n<li>UI less engaging than Typeform<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">9. <strong>Alchemer (SurveyGizmo) AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Alchemer targets researchers and mid-size businesses with advanced AI-based survey automation.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI bias detection in survey design<\/li>\n\n\n\n<li>Predictive survey completion rates<\/li>\n\n\n\n<li>Text analytics powered by NLP<\/li>\n\n\n\n<li>Strong reporting and dashboards<\/li>\n\n\n\n<li>Enterprise-grade compliance features<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Advanced researcher-focused capabilities<\/li>\n\n\n\n<li>Flexible survey logic<\/li>\n\n\n\n<li>Excellent for academic and corporate research<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Complex setup<\/li>\n\n\n\n<li>Pricing higher than SMB-friendly tools<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">10. <strong>Tally + AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong><br>Tally combines no-code survey creation with AI-powered analytics for startups and creators.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered auto-question suggestions<\/li>\n\n\n\n<li>Modern UI with simple drag-and-drop<\/li>\n\n\n\n<li>Free plan with unlimited responses<\/li>\n\n\n\n<li>API + Notion integration<\/li>\n\n\n\n<li>Auto-generated insights<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Simple, no learning curve<\/li>\n\n\n\n<li>Affordable\/free for creators<\/li>\n\n\n\n<li>Perfect for freelancers and solopreneurs<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lacks deep enterprise features<\/li>\n\n\n\n<li>Limited predictive analytics<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Comparison Table<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Tool Name<\/th><th>Best For<\/th><th>Platforms Supported<\/th><th>Standout Feature<\/th><th>Pricing<\/th><th>G2\/Capterra Rating<\/th><\/tr><\/thead><tbody><tr><td>Qualtrics XM<\/td><td>Large Enterprises<\/td><td>Web, Mobile, APIs<\/td><td>Predictive AI Insights<\/td><td>Starts at $150+\/mo<\/td><td>4.4\/5<\/td><\/tr><tr><td>SurveyMonkey AI<\/td><td>SMBs &amp; Teams<\/td><td>Web, Mobile<\/td><td>AI Survey Templates<\/td><td>Free \/ From $25\/mo<\/td><td>4.5\/5<\/td><\/tr><tr><td>Typeform AI<\/td><td>Marketers &amp; Startups<\/td><td>Web, Mobile, APIs<\/td><td>Conversational Surveys<\/td><td>Free \/ From $29\/mo<\/td><td>4.6\/5<\/td><\/tr><tr><td>Google Forms AI<\/td><td>Educators, Nonprofits<\/td><td>Web, Mobile<\/td><td>AI Question Suggestions<\/td><td>Free<\/td><td>4.3\/5<\/td><\/tr><tr><td>Zoho Survey AI<\/td><td>Zoho Suite Users<\/td><td>Web, Mobile, APIs<\/td><td>Zia Predictive Insights<\/td><td>From $20\/mo<\/td><td>4.4\/5<\/td><\/tr><tr><td>Medallia AI<\/td><td>Enterprises<\/td><td>Web, Mobile, Call<\/td><td>Predictive Customer Analytics<\/td><td>Custom Pricing<\/td><td>4.5\/5<\/td><\/tr><tr><td>SurveySparrow AI<\/td><td>SMBs &amp; Agencies<\/td><td>Web, Mobile<\/td><td>Conversational Flow<\/td><td>Free \/ From $19\/mo<\/td><td>4.6\/5<\/td><\/tr><tr><td>Formstack AI<\/td><td>Healthcare, HR<\/td><td>Web, Mobile, APIs<\/td><td>HIPAA-Compliant Surveys<\/td><td>From $50\/mo<\/td><td>4.4\/5<\/td><\/tr><tr><td>Alchemer AI<\/td><td>Researchers<\/td><td>Web, Mobile, APIs<\/td><td>AI Bias Detection<\/td><td>From $49\/mo<\/td><td>4.5\/5<\/td><\/tr><tr><td>Tally + AI<\/td><td>Freelancers, Creators<\/td><td>Web, Mobile<\/td><td>AI Simplicity + Free Plan<\/td><td>Free \/ Pro $29\/mo<\/td><td>4.7\/5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Which AI Survey Automation Tool is Right for You?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Startups &amp; Freelancers:<\/strong> Choose <strong>Tally + AI<\/strong> or <strong>Typeform AI<\/strong> for cost-effective, engaging surveys.<\/li>\n\n\n\n<li><strong>SMBs &amp; Agencies:<\/strong> Go with <strong>SurveyMonkey Genius<\/strong> or <strong>SurveySparrow<\/strong> for easy automation and affordability.<\/li>\n\n\n\n<li><strong>Enterprises:<\/strong> <strong>Qualtrics XM<\/strong> and <strong>Medallia AI<\/strong> deliver predictive analytics and scale.<\/li>\n\n\n\n<li><strong>Healthcare &amp; HR:<\/strong> <strong>Formstack AI<\/strong> ensures compliance with HIPAA and enterprise workflows.<\/li>\n\n\n\n<li><strong>Researchers &amp; Academics:<\/strong> <strong>Alchemer AI<\/strong> provides advanced design controls and AI bias detection.<\/li>\n\n\n\n<li><strong>Educators &amp; Nonprofits:<\/strong> <strong>Google Forms AI<\/strong> offers free, collaborative survey automation.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>In 2026, <strong>AI Survey Automation Tools<\/strong> are no longer just \u201cnice-to-have\u201d add-ons. They are <strong>essential drivers of business intelligence and decision-making<\/strong>. From conversational engagement to predictive analytics, these tools reduce manual effort and uncover insights faster than ever.<\/p>\n\n\n\n<p>The key to success lies in matching the right tool to your <strong>organization\u2019s size, budget, and needs<\/strong>. Start small with free plans (like Google Forms AI or Tally), or dive deep with enterprise-grade solutions like Qualtrics or Medallia. Either way, testing demos and free trials will ensure you make the best choice.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">FAQs<\/h2>\n\n\n\n<p><strong>Q1. What are AI Survey Automation Tools?<\/strong><br>They are platforms that use artificial intelligence to create, distribute, and analyze surveys automatically with features like adaptive questioning, predictive analytics, and sentiment analysis.<\/p>\n\n\n\n<p><strong>Q2. Which AI Survey Automation Tool is best for small businesses?<\/strong><br>SurveyMonkey Genius and SurveySparrow are budget-friendly and easy to use for SMBs.<\/p>\n\n\n\n<p><strong>Q3. Do AI survey tools replace human analysis?<\/strong><br>Not entirely\u2014AI accelerates analysis, but human judgment is still key for interpreting context and making strategic decisions.<\/p>\n\n\n\n<p><strong>Q4. Are AI survey tools expensive?<\/strong><br>Not always. Options range from free tools like Google Forms AI to enterprise solutions like Medallia with custom pricing.<\/p>\n\n\n\n<p><strong>Q5. Can these tools integrate with CRM or HR systems?<\/strong><br>Yes, most leading tools (Qualtrics, Zoho, Formstack, etc.) integrate directly with CRMs, HR platforms, and BI dashboards.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Meta Description<\/h2>\n\n\n\n<p>Discover the <strong>Top 10 AI Survey Automation Tools in 2026<\/strong> with features, pros, cons, and a detailed comparison table. Find the best solution for your needs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction In 2026, AI Survey Automation Tools are transforming the way businesses, researchers, and organizations gather and analyze feedback. Traditional survey platforms often relied on static questions and manual reporting,&#8230; <\/p>\n","protected":false},"author":54,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-53027","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53027","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=53027"}],"version-history":[{"count":4,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53027\/revisions"}],"predecessor-version":[{"id":59779,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53027\/revisions\/59779"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=53027"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=53027"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=53027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}