{"id":8690,"date":"2026-03-26T15:17:36","date_gmt":"2026-03-26T15:17:36","guid":{"rendered":"https:\/\/www.wizbrand.com\/tutorials\/mobile-app-testing-framework\/"},"modified":"2026-03-26T15:17:36","modified_gmt":"2026-03-26T15:17:36","slug":"mobile-app-testing-framework","status":"publish","type":"post","link":"https:\/\/www.wizbrand.com\/tutorials\/mobile-app-testing-framework\/","title":{"rendered":"Mobile App Testing Framework: What It Is, Key Features, Benefits, Use Cases, and How It Fits in Mobile & App Marketing"},"content":{"rendered":"\n

A Mobile App Testing Framework<\/strong> is more than a developer concern\u2014it\u2019s a growth enabler. In Mobile & App Marketing<\/strong>, every campaign, onboarding flow, push notification, deep link, and in-app purchase depends on the app working reliably across devices, OS versions, networks, and user states. When quality slips, marketing performance metrics (conversion rate, retention, ROAS, ratings) often decline before teams even realize the root cause is technical.<\/p>\n\n\n\n

In modern Mobile & App Marketing<\/strong>, the app itself is the primary \u201clanding page.\u201d A well-designed Mobile App Testing Framework<\/strong> helps teams ship faster without breaking critical journeys, protect attribution and analytics integrity, and keep experiences consistent for new and returning users\u2014especially during high-traffic campaigns.<\/p>\n\n\n\n

\n\n\n\n

1) What Is Mobile App Testing Framework?<\/h2>\n\n\n\n

A Mobile App Testing Framework<\/strong> is a structured set of practices, tooling, standards, and reusable components used to plan, execute, and maintain testing for a mobile application. It defines what<\/strong> gets tested (scope), how<\/strong> it\u2019s tested (methods and automation), where<\/strong> it\u2019s tested (devices\/environments), and how results are reported and acted on<\/strong>.<\/p>\n\n\n\n

At its core, the concept is simple: create a repeatable system that verifies the app\u2019s quality and behavior as it evolves. Business-wise, it reduces the risk that product changes will damage key outcomes like sign-ups, purchases, subscriptions, ad monetization, or lead capture\u2014outcomes that directly impact Mobile & App Marketing<\/strong> performance.<\/p>\n\n\n\n

Where it fits in Mobile & App Marketing<\/strong>: it sits alongside analytics, attribution, ASO, and lifecycle messaging as \u201cinfrastructure.\u201d A robust Mobile App Testing Framework<\/strong> keeps acquisition funnels, measurement events, and in-app experiences stable so marketing optimizations are based on real signal, not bugs.<\/p>\n\n\n\n

\n\n\n\n

2) Why Mobile App Testing Framework Matters in Mobile & App Marketing<\/h2>\n\n\n\n

In Mobile & App Marketing<\/strong>, quality problems are rarely \u201cjust QA issues.\u201d They become growth issues:<\/p>\n\n\n\n

    \n
  • Protects conversion paths:<\/strong> If registration, checkout, or paywall flows break on certain devices, performance drops and acquisition costs rise.<\/li>\n
  • Preserves trust and brand:<\/strong> Crashes, freezes, and inconsistent UI quickly translate into poor reviews, higher uninstall rates, and weaker word-of-mouth.<\/li>\n
  • Improves experiment velocity:<\/strong> Marketing and product teams run A\/B tests, pricing experiments, onboarding iterations, and creative refreshes. A Mobile App Testing Framework<\/strong> prevents each change from introducing new regressions.<\/li>\n
  • Maintains measurement integrity:<\/strong> Broken analytics events, duplicate triggers, or attribution mishandling can make ROAS and LTV models unreliable\u2014leading to bad decisions in Mobile & App Marketing<\/strong> planning.<\/li>\n<\/ul>\n\n\n\n

    Competitive advantage often comes from consistency. Two apps may have similar features, but the one with fewer issues during peak campaign traffic typically wins on retention, ratings, and payback period.<\/p>\n\n\n\n

    \n\n\n\n

    3) How Mobile App Testing Framework Works<\/h2>\n\n\n\n

    A Mobile App Testing Framework<\/strong> works in practice as a workflow that turns change into confidence:<\/p>\n\n\n\n

      \n
    1. \n

      Input \/ trigger<\/strong>\n A change happens: a new release candidate, feature flag update, SDK change (analytics\/attribution), new deep link route, UI redesign, or OS update.<\/p>\n<\/li>\n

    2. \n

      Analysis \/ planning<\/strong>\n The team maps risk: which user journeys, devices, networks, locales, and permissions are most impacted. The framework dictates required coverage (for example: smoke tests for every build, deeper regression before release).<\/p>\n<\/li>\n

    3. \n

      Execution \/ validation<\/strong>\n Tests run in layers\u2014some automated, some manual\u2014across defined environments. Failures are logged with clear reproduction steps, screenshots\/video, device and OS details, and build identifiers.<\/p>\n<\/li>\n

    4. \n

      Output \/ outcome<\/strong>\n Results feed a decision: ship, roll back, hotfix, or gate a feature behind a flag. Over time, reporting highlights recurring failures and guides improvements to app stability and release process\u2014supporting more predictable Mobile & App Marketing<\/strong> outcomes.<\/p>\n<\/li>\n<\/ol>\n\n\n\n

      This is less about \u201crunning tests\u201d and more about building a repeatable system that makes releases safer and faster.<\/p>\n\n\n\n

      \n\n\n\n

      4) Key Components of Mobile App Testing Framework<\/h2>\n\n\n\n

      A solid Mobile App Testing Framework<\/strong> usually includes the following elements:<\/p>\n\n\n\n

      Test scope and coverage model<\/h3>\n\n\n\n

      Clear definitions of what must be tested: critical flows (install \u2192 open \u2192 signup \u2192 purchase), secondary flows (profile edits, referrals), and non-functional areas (performance, security, accessibility).<\/p>\n\n\n\n

      Environments and device strategy<\/h3>\n\n\n\n

      A plan for emulators\/simulators vs. real devices, OS version coverage, screen sizes, chipsets, and network conditions. This matters in Mobile & App Marketing<\/strong> because campaign traffic is diverse\u2014your users are not all on the latest devices.<\/p>\n\n\n\n

      Test assets and reusability<\/h3>\n\n\n\n

      Reusable test cases, data factories, mock services, and stable selectors\/identifiers for UI elements\u2014so tests are maintainable as the app evolves.<\/p>\n\n\n\n

      Automation and execution pipeline<\/h3>\n\n\n\n

      Where and when tests run (local, nightly, per pull request, pre-release) and which tests block a release vs. simply warn.<\/p>\n\n\n\n

      Defect triage and ownership<\/h3>\n\n\n\n

      Rules for severity, who owns fixes, response times, and how issues are communicated to product and marketing stakeholders\u2014especially during campaigns.<\/p>\n\n\n\n

      Reporting and governance<\/h3>\n\n\n\n

      Dashboards and release readiness criteria: pass rates, crash trends, performance regressions, and unresolved critical defects.<\/p>\n\n\n\n

      \n\n\n\n

      5) Types of Mobile App Testing Framework<\/h2>\n\n\n\n

      \u201cTypes\u201d can refer to the testing levels and approaches<\/strong> your Mobile App Testing Framework<\/strong> supports. Common distinctions include:<\/p>\n\n\n\n

      By testing level<\/h3>\n\n\n\n
        \n
      • Unit testing layer:<\/strong> validates individual functions quickly; great for catching logic errors early.<\/li>\n
      • Integration testing layer:<\/strong> checks how modules work together (including SDK integrations important to Mobile & App Marketing<\/strong>, like analytics event pipelines).<\/li>\n
      • End-to-end (E2E) testing layer:<\/strong> simulates real user journeys like onboarding, purchase, or subscription renewal.<\/li>\n
      • System and acceptance testing:<\/strong> validates release readiness against business criteria.<\/li>\n<\/ul>\n\n\n\n

        By test focus<\/h3>\n\n\n\n
          \n
        • Functional testing:<\/strong> features behave as expected.<\/li>\n
        • Performance testing:<\/strong> app start time, scrolling smoothness, memory usage, battery impact.<\/li>\n
        • Reliability testing:<\/strong> crash resistance, recovery after backgrounding, low-network handling.<\/li>\n
        • Security and privacy validation:<\/strong> permissions, data handling, consent flows.<\/li>\n
        • Accessibility testing:<\/strong> supports broader audiences and reduces usability friction.<\/li>\n<\/ul>\n\n\n\n

          By execution approach<\/h3>\n\n\n\n
            \n
          • Manual testing:<\/strong> essential for exploratory coverage and UX nuance.<\/li>\n
          • Automated testing:<\/strong> essential for regression coverage at scale.<\/li>\n
          • Risk-based testing:<\/strong> prioritizes what matters most to revenue and retention\u2014often aligned with Mobile & App Marketing<\/strong> funnels.<\/li>\n<\/ul>\n\n\n\n
            \n\n\n\n

            6) Real-World Examples of Mobile App Testing Framework<\/h2>\n\n\n\n

            Example 1: Launching a paid acquisition campaign with deep links<\/h3>\n\n\n\n

            A team plans a large spend increase for a new offer. Their Mobile App Testing Framework<\/strong> includes automated tests that validate:\n– deep links route to the correct screen\n– attribution parameters persist through install\/open\n– the promotional paywall displays the right price and currency\n– analytics events fire once, with expected properties<\/p>\n\n\n\n

            Outcome: the campaign scales without \u201cinvisible\u201d losses from broken routing or missing events\u2014protecting Mobile & App Marketing<\/strong> reporting and ROAS analysis.<\/p>\n\n\n\n

            Example 2: Improving onboarding conversion without breaking retention flows<\/h3>\n\n\n\n

            Product introduces a shorter signup. The framework runs E2E tests across new and returning user states:\n– new user onboarding\n– logged-in sessions\n– password reset and account recovery\n– push notification opt-in prompts<\/p>\n\n\n\n

            Outcome: conversion improves while downstream retention and reactivation journeys remain stable\u2014avoiding churn caused by broken recovery flows.<\/p>\n\n\n\n

            Example 3: Updating analytics\/attribution SDKs safely<\/h3>\n\n\n\n

            Marketing needs new event schemas for lifecycle segmentation. The Mobile App Testing Framework<\/strong> validates:\n– event naming consistency\n– consent logic and privacy settings\n– offline queueing and retry behavior\n– performance impact (startup time and memory)<\/p>\n\n\n\n

            Outcome: cleaner cohort analysis and more trustworthy Mobile & App Marketing<\/strong> optimization decisions.<\/p>\n\n\n\n

            \n\n\n\n

            7) Benefits of Using Mobile App Testing Framework<\/h2>\n\n\n\n

            A well-run Mobile App Testing Framework<\/strong> delivers measurable advantages:<\/p>\n\n\n\n

              \n
            • Higher app stability:<\/strong> fewer crashes and \u201cstuck states,\u201d improving ratings and store conversion.<\/li>\n
            • Better funnel performance:<\/strong> stable signup, checkout, and subscription flows raise conversion rates and LTV.<\/li>\n
            • Lower rework costs:<\/strong> catching issues earlier is cheaper than hotfixing after a campaign spike.<\/li>\n
            • Faster release cycles:<\/strong> reliable regression coverage reduces fear of shipping and supports continuous improvement.<\/li>\n
            • Improved customer experience:<\/strong> fewer glitches means fewer support tickets and less negative sentiment\u2014critical for Mobile & App Marketing<\/strong> credibility.<\/li>\n<\/ul>\n\n\n\n
              \n\n\n\n

              8) Challenges of Mobile App Testing Framework<\/h2>\n\n\n\n

              A Mobile App Testing Framework<\/strong> also comes with real hurdles:<\/p>\n\n\n\n

                \n
              • Device and OS fragmentation:<\/strong> combinations of OS versions, screen sizes, and hardware behaviors can be difficult to cover efficiently.<\/li>\n
              • Flaky tests:<\/strong> unstable UI tests can erode trust in automation unless carefully engineered.<\/li>\n
              • Test data complexity:<\/strong> payments, subscriptions, and user states require realistic but safe data setups.<\/li>\n
              • Third-party dependencies:<\/strong> ads, attribution, analytics, and payment systems can change behavior or degrade reliability.<\/li>\n
              • Speed vs. coverage trade-offs:<\/strong> comprehensive testing can slow release velocity if not layered correctly.<\/li>\n
              • Measurement gaps:<\/strong> a green test suite doesn\u2019t guarantee real-world performance under high load or poor networks, which matter during Mobile & App Marketing<\/strong> bursts.<\/li>\n<\/ul>\n\n\n\n
                \n\n\n\n

                9) Best Practices for Mobile App Testing Framework<\/h2>\n\n\n\n

                To get consistent value from a Mobile App Testing Framework<\/strong>, prioritize practices that scale:<\/p>\n\n\n\n

                Build a testing pyramid, not a testing wall<\/h3>\n\n\n\n

                Use many fast unit\/integration tests and fewer, high-value E2E tests focused on revenue and retention journeys.<\/p>\n\n\n\n

                Tie coverage to business-critical flows<\/h3>\n\n\n\n

                Map tests to funnel steps that matter in Mobile & App Marketing<\/strong>: install \u2192 open \u2192 signup \u2192 key action \u2192 purchase\/subscription \u2192 re-engagement.<\/p>\n\n\n\n

                Make analytics and attribution testable<\/h3>\n\n\n\n

                Treat tracking plans as contracts. Validate that events fire correctly, carry required properties, and respect consent and privacy rules.<\/p>\n\n\n\n

                Stabilize automation with engineering discipline<\/h3>\n\n\n\n

                Use stable selectors, clear waits, deterministic data, and isolated environments where possible. Quarantine flaky tests and fix root causes instead of ignoring failures.<\/p>\n\n\n\n

                Shift testing earlier (shift-left)<\/h3>\n\n\n\n

                Run smoke and regression suites continuously, not only at the end. Catch issues before marketing schedules are impacted.<\/p>\n\n\n\n

                Use release gates and rollback plans<\/h3>\n\n\n\n

                Define what blocks a release (for example: crash-free sessions below a threshold in staging, broken purchase flow, or missing \u201cfirst_open\u201d event).<\/p>\n\n\n\n

                \n\n\n\n

                10) Tools Used for Mobile App Testing Framework<\/h2>\n\n\n\n

                A Mobile App Testing Framework<\/strong> is supported by tool categories that cover building, testing, observing, and learning:<\/p>\n\n\n\n

                  \n
                • Test automation tools:<\/strong> for UI automation, integration tests, and regression execution across platforms.<\/li>\n
                • Device labs and device clouds:<\/strong> to run tests on real devices at scale, including older OS versions common in broad Mobile & App Marketing<\/strong> audiences.<\/li>\n
                • CI\/CD systems:<\/strong> automate test execution on every build and enforce release gates.<\/li>\n
                • Crash reporting and performance monitoring:<\/strong> track stability, ANR\/freezes, app startup time, and regressions post-release.<\/li>\n
                • Analytics and attribution platforms (measurement stack):<\/strong> ensure events, cohorts, and campaign signals remain consistent after app updates.<\/li>\n
                • Feature flagging and experimentation systems:<\/strong> reduce release risk by gradually rolling out changes and quickly disabling problematic features.<\/li>\n
                • Customer support and feedback systems:<\/strong> connect issues to user segments, device models, and release versions to prioritize fixes.<\/li>\n
                • Reporting dashboards:<\/strong> unify QA results with business metrics so Mobile & App Marketing<\/strong> teams understand impact.<\/li>\n<\/ul>\n\n\n\n

                  The best setups connect technical signals (crashes, performance) with business signals (conversion, retention), not just one or the other.<\/p>\n\n\n\n

                  \n\n\n\n

                  11) Metrics Related to Mobile App Testing Framework<\/h2>\n\n\n\n

                  To evaluate a Mobile App Testing Framework<\/strong>, track both quality metrics and marketing-relevant outcomes:<\/p>\n\n\n\n

                  Quality and reliability metrics<\/h3>\n\n\n\n
                    \n
                  • Crash-free sessions \/ users<\/strong><\/li>\n
                  • ANR or freeze rate<\/strong> (where applicable)<\/li>\n
                  • Bug escape rate<\/strong> (issues found in production vs. before release)<\/li>\n
                  • Test pass rate and flaky test rate<\/strong><\/li>\n
                  • Mean time to detect (MTTD) and mean time to resolve (MTTR)<\/strong> for critical issues<\/li>\n<\/ul>\n\n\n\n

                    Performance metrics<\/h3>\n\n\n\n
                      \n
                    • App startup time<\/strong><\/li>\n
                    • Screen render time \/ frame drops<\/strong><\/li>\n
                    • Network error rate and timeout frequency<\/strong><\/li>\n
                    • Battery and memory usage trends<\/strong><\/li>\n<\/ul>\n\n\n\n

                      Business and funnel metrics (impacted downstream)<\/h3>\n\n\n\n
                        \n
                      • Install-to-open rate<\/strong><\/li>\n
                      • Signup completion rate<\/strong><\/li>\n
                      • Checkout or subscription conversion rate<\/strong><\/li>\n
                      • Retention (D1\/D7\/D30)<\/strong><\/li>\n
                      • App rating trends and review sentiment<\/strong><\/li>\n
                      • ROAS and payback period stability<\/strong> (quality issues often distort these in Mobile & App Marketing<\/strong> analysis)<\/li>\n<\/ul>\n\n\n\n

                        A key insight: when funnel metrics drop suddenly after a release, the Mobile App Testing Framework<\/strong> should help isolate whether it\u2019s a market shift, a creative mismatch, or an app regression.<\/p>\n\n\n\n

                        \n\n\n\n

                        12) Future Trends of Mobile App Testing Framework<\/h2>\n\n\n\n

                        Several trends are shaping the next generation of Mobile App Testing Framework<\/strong> practices within Mobile & App Marketing<\/strong>:<\/p>\n\n\n\n

                          \n
                        • AI-assisted test creation and maintenance:<\/strong> improved generation of test cases, smarter failure clustering, and automated suggestions for unstable tests.<\/li>\n
                        • More synthetic monitoring in production:<\/strong> continuous validation of critical journeys (login, purchase, deep links) to catch issues that pre-release testing misses.<\/li>\n
                        • Privacy-driven measurement changes:<\/strong> stricter consent handling and data minimization increase the need to test analytics behaviors across consent states.<\/li>\n
                        • Personalization and dynamic UX:<\/strong> as apps tailor screens by cohort, locale, or lifecycle stage, test coverage must include segmented experiences central to Mobile & App Marketing<\/strong>.<\/li>\n
                        • Greater emphasis on performance budgets:<\/strong> teams increasingly treat performance regressions as release blockers because speed directly affects conversion.<\/li>\n
                        • Continuous experimentation:<\/strong> faster iteration cycles push frameworks toward more automation, stronger governance, and safer rollout controls.<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n

                          13) Mobile App Testing Framework vs Related Terms<\/h2>\n\n\n\n

                          Mobile App Testing Framework vs test automation framework<\/h3>\n\n\n\n

                          A Mobile App Testing Framework<\/strong> is broader: it includes strategy, governance, environments, reporting, and manual + automated approaches. A test automation framework is usually the automation subset\u2014how automated tests are structured and executed.<\/p>\n\n\n\n

                          Mobile App Testing Framework vs QA process<\/h3>\n\n\n\n

                          A QA process describes how teams plan, test, and approve releases. A Mobile App Testing Framework<\/strong> is the operational system that makes that process repeatable and measurable\u2014often including tooling, standards, and reusable assets.<\/p>\n\n\n\n

                          Mobile App Testing Framework vs mobile analytics QA<\/h3>\n\n\n\n

                          Mobile analytics QA focuses on validating tracking and event integrity. It\u2019s an important part of a Mobile App Testing Framework<\/strong>, especially for Mobile & App Marketing<\/strong>, but it doesn\u2019t cover broader functional reliability (crashes, UI regressions, performance).<\/p>\n\n\n\n

                          \n\n\n\n

                          14) Who Should Learn Mobile App Testing Framework<\/h2>\n\n\n\n

                          A Mobile App Testing Framework<\/strong> is valuable knowledge across roles:<\/p>\n\n\n\n

                            \n
                          • Marketers and growth teams:<\/strong> to understand why funnels break, how to reduce campaign risk, and how to protect attribution and event integrity in Mobile & App Marketing<\/strong>.<\/li>\n
                          • Analysts:<\/strong> to interpret metric changes correctly and request the right validation when data looks \u201coff.\u201d<\/li>\n
                          • Agencies:<\/strong> to coordinate launches, QA deep links, validate tracking, and prevent costly post-launch surprises for clients.<\/li>\n
                          • Founders and business owners:<\/strong> to balance speed and quality, set release gates, and protect brand reputation while scaling acquisition.<\/li>\n
                          • Developers and QA professionals:<\/strong> to build reliable automation, reduce flakiness, and connect test outcomes to business impact.<\/li>\n<\/ul>\n\n\n\n
                            \n\n\n\n

                            15) Summary of Mobile App Testing Framework<\/h2>\n\n\n\n

                            A Mobile App Testing Framework<\/strong> is a structured, repeatable system for validating mobile app quality, performance, and measurement across releases. It matters because the app experience directly drives conversions, retention, and trust\u2014core outcomes in Mobile & App Marketing<\/strong>. By combining layered testing, clear governance, reliable environments, and shared reporting, the framework reduces risk during launches and helps teams iterate faster with confidence. Ultimately, it supports stronger Mobile & App Marketing<\/strong> results by keeping the \u201cproduct surface\u201d stable and measurable.<\/p>\n\n\n\n

                            \n\n\n\n

                            16) Frequently Asked Questions (FAQ)<\/h2>\n\n\n\n

                            1) What is a Mobile App Testing Framework in simple terms?<\/h3>\n\n\n\n

                            A Mobile App Testing Framework<\/strong> is a repeatable setup\u2014process + tools + standards\u2014that helps teams test a mobile app consistently so updates don\u2019t break key user journeys.<\/p>\n\n\n\n

                            2) How does a Mobile App Testing Framework help Mobile & App Marketing performance?<\/h3>\n\n\n\n

                            It protects conversion flows, deep links, analytics events, and overall stability. That reduces wasted ad spend, improves ratings, and keeps funnel metrics trustworthy for Mobile & App Marketing<\/strong> optimization.<\/p>\n\n\n\n

                            3) Do small teams need a full Mobile App Testing Framework?<\/h3>\n\n\n\n

                            Yes, but it can be lightweight. Start with a few automated smoke tests for critical flows, clear release checks, and basic crash\/performance monitoring, then expand as the app and spend grow.<\/p>\n\n\n\n

                            4) What should be tested first for marketing impact?<\/h3>\n\n\n\n

                            Prioritize: install\/open, onboarding\/signup, paywall\/checkout, deep links, consent prompts, and analytics\/attribution events. These most directly affect Mobile & App Marketing<\/strong> ROI.<\/p>\n\n\n\n

                            5) How do you reduce flaky mobile UI tests?<\/h3>\n\n\n\n

                            Use stable selectors, predictable test data, proper synchronization (avoid timing hacks), isolate external dependencies where possible, and track a \u201cflaky rate\u201d so instability is visible and actionable.<\/p>\n\n\n\n

                            6) Is manual testing still important if we automate?<\/h3>\n\n\n\n

                            Yes. Automation is best for regression at scale; manual testing is critical for exploratory checks, UX nuance, edge cases, and evaluating changes that affect user perception and conversion behavior.<\/p>\n\n\n\n

                            7) How do we know our framework is working?<\/h3>\n\n\n\n

                            Look for fewer production defects, higher crash-free rates, faster release cycles, stable analytics signals, and fewer unexplained drops in conversion or retention after releases\u2014key indicators for Mobile & App Marketing<\/strong> success.<\/p>\n","protected":false},"excerpt":{"rendered":"

                            A **Mobile App Testing Framework** is more than a developer concern\u2014it\u2019s a growth enabler. In **Mobile & App Marketing**, every campaign, onboarding flow, push notification, deep link, and in-app purchase depends on the app working reliably across devices, OS versions, networks, and user states. When quality slips, marketing performance metrics (conversion rate, retention, ROAS, ratings) often decline before teams even realize the root cause is technical.<\/p>\n","protected":false},"author":10235,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1900],"tags":[],"class_list":["post-8690","post","type-post","status-publish","format-standard","hentry","category-mobile-app-marketing"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/8690","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/users\/10235"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/comments?post=8690"}],"version-history":[{"count":0,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/8690\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/media?parent=8690"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/categories?post=8690"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/tags?post=8690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}