{"id":8318,"date":"2026-03-25T22:54:13","date_gmt":"2026-03-25T22:54:13","guid":{"rendered":"https:\/\/www.wizbrand.com\/tutorials\/push-notification-roas\/"},"modified":"2026-03-25T22:54:13","modified_gmt":"2026-03-25T22:54:13","slug":"push-notification-roas","status":"publish","type":"post","link":"https:\/\/www.wizbrand.com\/tutorials\/push-notification-roas\/","title":{"rendered":"Push Notification ROAS: What It Is, Key Features, Benefits, Use Cases, and How It Fits in Push Notification Marketing"},"content":{"rendered":"\n

Push Notification ROAS is the return on ad spend (or more accurately, \u201creturn on messaging spend\u201d) generated specifically from push notifications. In Direct & Retention Marketing<\/strong>, it answers a simple but high-stakes question: for every dollar you spend sending and operating push messages, how much revenue do you get back?<\/em><\/p>\n\n\n\n

Because Push Notification Marketing<\/strong> can reach customers instantly and at scale, it\u2019s easy to over-send, over-discount, or misread results. Push Notification ROAS brings discipline to that channel by tying campaigns and automations to measurable revenue outcomes, not just clicks or opens. When you can quantify returns, you can decide what to scale, what to fix, and what to stop.<\/p>\n\n\n\n

What Is Push Notification ROAS?<\/h2>\n\n\n\n

Push Notification ROAS<\/strong> is a metric that estimates how much revenue can be attributed to push notifications compared to the costs required to run them. A common way to express it is:<\/p>\n\n\n\n

    \n
  • ROAS = Attributed Revenue \u00f7 Push Notification Costs<\/strong><\/li>\n<\/ul>\n\n\n\n

    If Push Notification ROAS is 5.0, it means you generated about $5 in attributed revenue for every $1 spent operating and sending push notifications.<\/p>\n\n\n\n

    The core concept is revenue accountability<\/em>: push notifications are not \u201cfree\u201d just because the marginal cost per send is low. In real business terms, Push Notification ROAS helps you evaluate whether your push program is truly profitable once you account for tooling, labor, incentives, and the downstream impact on customer behavior.<\/p>\n\n\n\n

    Within Direct & Retention Marketing<\/strong>, Push Notification ROAS sits alongside email ROI, SMS ROAS, and paid media ROAS as a channel-level efficiency metric. Inside Push Notification Marketing<\/strong>, it helps you prioritize the right audiences, timing, and messaging strategies that create incremental revenue rather than noise.<\/p>\n\n\n\n

    Why Push Notification ROAS Matters in Direct & Retention Marketing<\/h2>\n\n\n\n

    In Direct & Retention Marketing<\/strong>, performance is often won or lost on small optimizations: targeting, frequency, timing, and offers. Push notifications can amplify those decisions quickly\u2014both positively and negatively. Push Notification ROAS matters because it:<\/p>\n\n\n\n

      \n
    • Turns engagement into business value<\/strong>: opens and clicks are not the goal; profitable purchases and retained customers are.<\/li>\n
    • Guides budget allocation<\/strong>: even if pushes are inexpensive, the program has real costs and opportunity costs.<\/li>\n
    • Improves lifecycle strategy<\/strong>: you can see which push flows (welcome, browse abandonment, winback) produce revenue efficiently.<\/li>\n
    • Creates competitive advantage<\/strong>: teams that measure Push Notification ROAS well can scale what works, reduce churn, and avoid \u201cspray and pray\u201d messaging.<\/li>\n<\/ul>\n\n\n\n

      Most importantly, Push Notification ROAS helps align Push Notification Marketing<\/strong> with finance and leadership expectations. It becomes easier to justify investments in better personalization, data infrastructure, and experimentation when the return is visible.<\/p>\n\n\n\n

      How Push Notification ROAS Works<\/h2>\n\n\n\n

      Push Notification ROAS is measured through a practical workflow that connects messaging activity to revenue outcomes:<\/p>\n\n\n\n

        \n
      1. \n

        Input (cost + campaign setup)<\/strong>\n You define push campaigns or automated journeys, and you capture costs: platform fees, team time, creative effort, engineering work, and any promotional costs (like coupons).<\/p>\n<\/li>\n

      2. \n

        Processing (tracking + attribution)<\/strong>\n Users receive push notifications and may open the app or site. Tracking connects events such as delivery, open, session, add-to-cart, and purchase. Attribution rules determine whether and how revenue is credited to a push message (for example, within a 24-hour window after an open).<\/p>\n<\/li>\n

      3. \n

        Execution (analysis + optimization)<\/strong>\n You analyze Push Notification ROAS by campaign, audience, and lifecycle stage. You test variants (copy, timing, segmentation, offer) and adjust frequency and targeting.<\/p>\n<\/li>\n

      4. \n

        Output (ROAS decision-making)<\/strong>\n The final outcome is a decision: scale a profitable push flow, refine a marginal one, or stop an unprofitable approach\u2014while protecting customer experience and long-term retention.<\/p>\n<\/li>\n<\/ol>\n\n\n\n

        In practice, Push Notification ROAS is only as reliable as your attribution design and your cost accounting. That\u2019s why mature Direct & Retention Marketing<\/strong> teams pair ROAS with incrementality testing and retention metrics.<\/p>\n\n\n\n

        Key Components of Push Notification ROAS<\/h2>\n\n\n\n

        To measure Push Notification ROAS consistently, you need a few foundational elements:<\/p>\n\n\n\n

        Data and tracking<\/h3>\n\n\n\n
          \n
        • Device\/app tokens (for mobile) or browser permission tokens (for web)<\/li>\n
        • Event instrumentation: delivery, open, click, session, product view, add-to-cart, purchase<\/li>\n
        • Reliable user identity resolution (anonymous-to-known stitching when possible)<\/li>\n<\/ul>\n\n\n\n

          Attribution and measurement rules<\/h3>\n\n\n\n
            \n
          • Attribution window (e.g., 1 hour, 24 hours, 7 days)<\/li>\n
          • Attribution event (click-based, open-based, view-through style)<\/li>\n
          • Cross-device considerations (push received on mobile, purchase on desktop)<\/li>\n
          • Deduplication across channels (push vs email vs SMS)<\/li>\n<\/ul>\n\n\n\n

            Cost model<\/h3>\n\n\n\n

            Even \u201clow-cost\u201d Push Notification Marketing<\/strong> has costs. Push Notification ROAS requires you to define what\u2019s included, such as:\n– Messaging platform fees and infrastructure costs\n– Labor (campaign management, analytics, creative)\n– Engineering (SDK implementation, QA, troubleshooting)\n– Incentive costs (discounts, free shipping, loyalty points)\n– Compliance and governance overhead<\/p>\n\n\n\n

            Governance and ownership<\/h3>\n\n\n\n
              \n
            • Clear ownership between growth, lifecycle, analytics, and engineering<\/li>\n
            • A standardized reporting cadence and shared definitions of ROAS<\/li>\n<\/ul>\n\n\n\n

              Types of Push Notification ROAS<\/h2>\n\n\n\n

              Push Notification ROAS doesn\u2019t have one universal \u201cofficial\u201d version. In real teams, the most useful distinctions are:<\/p>\n\n\n\n

              Attributed ROAS vs incremental ROAS<\/h3>\n\n\n\n
                \n
              • Attributed Push Notification ROAS<\/strong> uses attribution rules to credit revenue after a push interaction.<\/li>\n
              • Incremental Push Notification ROAS<\/strong> estimates the lift<\/em> caused by push (often using holdout groups or experiments). This is typically more trustworthy for strategic decisions in Direct & Retention Marketing<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                Campaign-level vs lifecycle-level ROAS<\/h3>\n\n\n\n
                  \n
                • Campaign-level<\/strong>: ROAS for a specific promotion (e.g., weekend sale blast).<\/li>\n
                • Lifecycle-level<\/strong>: ROAS for automated journeys (welcome series, replenishment reminders), which often reflects the true compounding value of Push Notification Marketing<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                  Revenue ROAS vs contribution (profit-aware) ROAS<\/h3>\n\n\n\n
                    \n
                  • Revenue-based<\/strong>: uses top-line revenue.<\/li>\n
                  • Contribution-based<\/strong>: factors in margins, shipping, and discount costs. This can prevent \u201chigh ROAS\u201d pushes that actually lose money after promotions.<\/li>\n<\/ul>\n\n\n\n

                    Short-window vs long-window ROAS<\/h3>\n\n\n\n

                    Short windows reduce over-crediting but may miss delayed purchases. Longer windows capture lagged conversions but can inflate Push Notification ROAS if customers would have bought anyway.<\/p>\n\n\n\n

                    Real-World Examples of Push Notification ROAS<\/h2>\n\n\n\n

                    Example 1: Ecommerce flash sale push (campaign)<\/h3>\n\n\n\n

                    A retailer sends a segmented push to \u201crecent viewers\u201d with a time-limited offer. Costs include platform allocation ($150), labor ($200), and discount cost estimated at $400. Attributed revenue within 24 hours of open is $6,000.<\/p>\n\n\n\n

                      \n
                    • Total cost = $750 <\/li>\n
                    • Push Notification ROAS = $6,000 \u00f7 $750 = 8.0<\/strong><\/li>\n<\/ul>\n\n\n\n

                      In Direct & Retention Marketing<\/strong>, this result is strong\u2014but the team should still check incrementality (holdout group) to ensure the sale didn\u2019t simply pull forward purchases that would have happened anyway.<\/p>\n\n\n\n

                      Example 2: Subscription app winback (lifecycle automation)<\/h3>\n\n\n\n

                      A streaming app runs a winback flow: if a user churns, they receive a push on day 3 and day 7 highlighting new content. Costs are mostly labor and tooling; no discounts. The flow generates $25,000 in reactivations and upgrades over a month, with estimated monthly push program costs allocated at $5,000.<\/p>\n\n\n\n

                        \n
                      • Push Notification ROAS = $25,000 \u00f7 $5,000 = 5.0<\/strong><\/li>\n<\/ul>\n\n\n\n

                        This shows how Push Notification Marketing<\/strong> can be a durable retention lever when you measure it at the journey level, not just single sends.<\/p>\n\n\n\n

                        Example 3: B2B trial-to-paid nudges (behavioral targeting)<\/h3>\n\n\n\n

                        A SaaS company sends pushes (mobile + web) when trial users complete key setup steps. The push program costs $2,000\/month in tooling plus $1,500 in labor. Attributed revenue from trial upgrades influenced by push is $12,250.<\/p>\n\n\n\n

                          \n
                        • Push Notification ROAS = $12,250 \u00f7 $3,500 = 3.5<\/strong><\/li>\n<\/ul>\n\n\n\n

                          In Direct & Retention Marketing<\/strong>, the next optimization is not \u201csend more,\u201d but to increase activation rates by refining triggers, timing, and message clarity.<\/p>\n\n\n\n

                          Benefits of Using Push Notification ROAS<\/h2>\n\n\n\n

                          Push Notification ROAS improves both performance and decision quality:<\/p>\n\n\n\n

                            \n
                          • Better prioritization<\/strong>: You invest in the push journeys and segments that drive real revenue.<\/li>\n
                          • Cost control<\/strong>: You can see when discounts or incentives are lowering profitability.<\/li>\n
                          • Faster iteration<\/strong>: ROAS by message, segment, and trigger helps you identify winners quickly.<\/li>\n
                          • Cross-channel balance<\/strong>: In Direct & Retention Marketing<\/strong>, ROAS helps prevent push from cannibalizing email\/SMS (or vice versa) by making tradeoffs measurable.<\/li>\n
                          • Improved customer experience<\/strong>: ROAS-informed frequency caps and targeting reduce spammy blasts and increase relevance.<\/li>\n<\/ul>\n\n\n\n

                            Challenges of Push Notification ROAS<\/h2>\n\n\n\n

                            Measuring Push Notification ROAS accurately is harder than it looks:<\/p>\n\n\n\n

                              \n
                            • Attribution bias<\/strong>: Users may purchase after receiving a push but would have purchased anyway. This inflates attributed ROAS.<\/li>\n
                            • Cross-device gaps<\/strong>: Push opens happen on one device while purchases occur on another, weakening tracking.<\/li>\n
                            • Incomplete cost accounting<\/strong>: Tooling may be cheap, but discounting and labor are real costs.<\/li>\n
                            • Data quality issues<\/strong>: Duplicated events, delayed conversions, or broken SDK implementations can distort results.<\/li>\n
                            • Cannibalization<\/strong>: A push may \u201csteal credit\u201d from paid search, email, or organic behavior, complicating Direct & Retention Marketing<\/strong> reporting.<\/li>\n
                            • Over-optimization risk<\/strong>: Chasing short-term Push Notification ROAS can lead to over-messaging, fatigue, and long-term churn.<\/li>\n<\/ul>\n\n\n\n

                              Best Practices for Push Notification ROAS<\/h2>\n\n\n\n

                              To make Push Notification ROAS actionable and trustworthy:<\/p>\n\n\n\n

                              Measure with clear definitions<\/h3>\n\n\n\n
                                \n
                              • Standardize attribution windows and what counts as \u201cpush-attributed revenue.\u201d<\/li>\n
                              • Create one shared cost model (include discounts explicitly).<\/li>\n<\/ul>\n\n\n\n

                                Focus on incrementality where possible<\/h3>\n\n\n\n
                                  \n
                                • Use holdout groups for major lifecycle flows (winback, replenishment, high-frequency campaigns).<\/li>\n
                                • Run A\/B tests that isolate message content, timing, and offers.<\/li>\n<\/ul>\n\n\n\n

                                  Segment for relevance, not volume<\/h3>\n\n\n\n
                                    \n
                                  • Use behavioral triggers (browse, cart, inactivity) rather than broad blasts.<\/li>\n
                                  • Apply frequency caps and quiet hours to protect experience in Push Notification Marketing<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                                    Optimize the full funnel<\/h3>\n\n\n\n
                                      \n
                                    • Improve landing experience, deep linking, and in-app purchase flow.<\/li>\n
                                    • Personalize content based on product affinity and lifecycle stage.<\/li>\n<\/ul>\n\n\n\n

                                      Report at multiple levels<\/h3>\n\n\n\n
                                        \n
                                      • Campaign ROAS for promos<\/li>\n
                                      • Journey ROAS for automations<\/li>\n
                                      • Cohort-based ROAS for retention impact (30\/60\/90-day value)<\/li>\n<\/ul>\n\n\n\n

                                        Tools Used for Push Notification ROAS<\/h2>\n\n\n\n

                                        Push Notification ROAS is enabled by a stack rather than a single tool:<\/p>\n\n\n\n

                                          \n
                                        • Push automation platforms<\/strong>: build segments, triggers, scheduling, frequency caps, and message variants.<\/li>\n
                                        • Product analytics<\/strong>: event tracking, funnels, cohort analysis, retention, and pathing (critical for Direct & Retention Marketing<\/strong> insights).<\/li>\n
                                        • Attribution and measurement systems<\/strong>: define attribution windows, deduplicate conversions, and connect push engagement to purchases.<\/li>\n
                                        • CRM and data platforms<\/strong>: unify identities, store customer attributes, and enable personalized Push Notification Marketing<\/strong> at scale.<\/li>\n
                                        • Reporting dashboards<\/strong>: single source of truth for Push Notification ROAS by campaign, segment, and time period.<\/li>\n
                                        • Experimentation frameworks<\/strong>: support holdouts and A\/B tests for incrementality.<\/li>\n<\/ul>\n\n\n\n

                                          For many teams, the biggest unlock is not adding more tools\u2014it\u2019s enforcing consistent event taxonomy and attribution logic across existing systems.<\/p>\n\n\n\n

                                          Metrics Related to Push Notification ROAS<\/h2>\n\n\n\n

                                          Push Notification ROAS is most powerful when read alongside supporting indicators:<\/p>\n\n\n\n

                                          Engagement and deliverability<\/h3>\n\n\n\n
                                            \n
                                          • Opt-in rate and permission acceptance rate<\/li>\n
                                          • Delivery rate and token health<\/li>\n
                                          • Open rate and click-through rate (CTR)<\/li>\n
                                          • Unsubscribe\/opt-out rate and notification disablement<\/li>\n<\/ul>\n\n\n\n

                                            Conversion and revenue quality<\/h3>\n\n\n\n
                                              \n
                                            • Conversion rate (post-open or post-click)<\/li>\n
                                            • Average order value (AOV) or revenue per recipient<\/li>\n
                                            • Discount rate and promotion cost per order<\/li>\n
                                            • Contribution margin (when available)<\/li>\n<\/ul>\n\n\n\n

                                              Retention and customer value<\/h3>\n\n\n\n
                                                \n
                                              • Repeat purchase rate<\/li>\n
                                              • Churn rate (apps\/subscriptions)<\/li>\n
                                              • Lifetime value (LTV) by cohort<\/li>\n
                                              • Incremental lift from holdouts (the \u201ctruth test\u201d for Direct & Retention Marketing<\/strong>)<\/li>\n<\/ul>\n\n\n\n

                                                Operational efficiency<\/h3>\n\n\n\n
                                                  \n
                                                • Time to launch campaigns<\/li>\n
                                                • Automation coverage (share of revenue influenced by lifecycle flows vs one-off blasts)<\/li>\n<\/ul>\n\n\n\n

                                                  Future Trends of Push Notification ROAS<\/h2>\n\n\n\n

                                                  Push Notification ROAS is evolving as measurement and personalization mature:<\/p>\n\n\n\n

                                                    \n
                                                  • AI-driven personalization<\/strong>: predicting optimal send time, content, and offer per user will shift ROAS from \u201ccampaign-level\u201d to \u201cindividual-level\u201d optimization in Push Notification Marketing<\/strong>.<\/li>\n
                                                  • Automation with guardrails<\/strong>: smarter frequency management and fatigue prediction will protect long-term retention while improving short-term returns.<\/li>\n
                                                  • Privacy and attribution changes<\/strong>: stricter platform policies and consent expectations will push teams to invest in first-party data quality and incrementality testing.<\/li>\n
                                                  • More profit-aware reporting<\/strong>: revenue-only Push Notification ROAS will increasingly be replaced (or complemented) by margin and contribution-based approaches.<\/li>\n
                                                  • Unified lifecycle measurement<\/strong>: Direct & Retention Marketing<\/strong> teams will trend toward blended measurement frameworks that show push\u2019s impact across the full customer journey, not just last-touch credit.<\/li>\n<\/ul>\n\n\n\n

                                                    Push Notification ROAS vs Related Terms<\/h2>\n\n\n\n

                                                    Push Notification ROAS vs ROI<\/h3>\n\n\n\n
                                                      \n
                                                    • Push Notification ROAS<\/strong> typically compares revenue<\/em> to spend<\/em>.<\/li>\n
                                                    • ROI<\/strong> usually considers profit<\/em> relative to investment<\/em> (often including broader costs). ROI is more financially complete, but ROAS is faster for channel optimization.<\/li>\n<\/ul>\n\n\n\n

                                                      Push Notification ROAS vs conversion rate<\/h3>\n\n\n\n

                                                      Conversion rate shows the percentage of recipients who purchase after a push interaction. Push Notification ROAS includes revenue magnitude<\/strong> and costs<\/strong>, so it can reveal that a lower conversion rate campaign is still more valuable (e.g., higher AOV).<\/p>\n\n\n\n

                                                      Push Notification ROAS vs LTV<\/h3>\n\n\n\n

                                                      LTV estimates long-term value of a customer or cohort. Push Notification ROAS is typically shorter-horizon and campaign\/journey-specific. In Direct & Retention Marketing<\/strong>, the best teams use both: ROAS for immediate efficiency and LTV for long-term strategy.<\/p>\n\n\n\n

                                                      Who Should Learn Push Notification ROAS<\/h2>\n\n\n\n
                                                        \n
                                                      • Marketers and lifecycle managers<\/strong>: to prove impact, prioritize journeys, and improve channel strategy in Direct & Retention Marketing<\/strong>.<\/li>\n
                                                      • Analysts and data teams<\/strong>: to design attribution, testing, and reporting that makes Push Notification ROAS credible.<\/li>\n
                                                      • Agencies and consultants<\/strong>: to benchmark programs, identify quick wins, and align Push Notification Marketing<\/strong> with business goals.<\/li>\n
                                                      • Business owners and founders<\/strong>: to understand whether push is driving incremental revenue or just generating activity.<\/li>\n
                                                      • Developers and product teams<\/strong>: to implement event tracking, deep links, and identity resolution that make ROAS measurement reliable.<\/li>\n<\/ul>\n\n\n\n

                                                        Summary of Push Notification ROAS<\/h2>\n\n\n\n

                                                        Push Notification ROAS is a channel efficiency metric that estimates how much revenue push notifications generate relative to the costs of running them. It matters because it ties Push Notification Marketing<\/strong> to business outcomes and helps teams optimize what truly drives growth. In Direct & Retention Marketing<\/strong>, Push Notification ROAS supports smarter segmentation, better lifecycle automation, and more accountable budgeting\u2014especially when paired with incrementality testing and strong data governance.<\/p>\n\n\n\n

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

                                                        1) What is Push Notification ROAS and how do I calculate it?<\/h3>\n\n\n\n

                                                        Push Notification ROAS is attributed revenue from push notifications divided by the total costs required to run push. A basic calculation is: ROAS = push-attributed revenue \u00f7 push costs<\/strong>.<\/p>\n\n\n\n

                                                        2) Are push notifications \u201cfree,\u201d and does ROAS still matter?<\/h3>\n\n\n\n

                                                        Push sends may be inexpensive, but the program has costs: tooling, labor, engineering, and often discounts. Push Notification ROAS matters because it reveals whether the channel is truly efficient.<\/p>\n\n\n\n

                                                        3) What attribution window should I use for Push Notification ROAS?<\/h3>\n\n\n\n

                                                        Use a window that matches your buying cycle. Fast purchases may fit 1\u201324 hours; considered purchases may need longer. For Direct & Retention Marketing<\/strong>, validate windows with experiments or holdouts to reduce over-attribution.<\/p>\n\n\n\n

                                                        4) How is Push Notification ROAS different in Push Notification Marketing compared to paid ads?<\/h3>\n\n\n\n

                                                        Paid ads typically have explicit per-click or per-impression costs and standardized attribution defaults. Push Notification Marketing<\/strong> often has lower marginal costs but more complex cost allocation and stronger risk of inflated attribution without incrementality testing.<\/p>\n\n\n\n

                                                        5) What costs should be included when measuring Push Notification ROAS?<\/h3>\n\n\n\n

                                                        Include platform fees, team time, engineering\/maintenance, creative production, and any incentive costs (discounts, credits, loyalty points). If you exclude discounts, your Push Notification ROAS may look artificially high.<\/p>\n\n\n\n

                                                        6) Can Push Notification ROAS be high while retention gets worse?<\/h3>\n\n\n\n

                                                        Yes. Aggressive frequency or heavy discounting can boost short-term revenue but increase opt-outs and churn. Balance Push Notification ROAS with retention, opt-out rate, and cohort health metrics.<\/p>\n\n\n\n

                                                        7) What\u2019s the fastest way to improve Push Notification ROAS?<\/h3>\n\n\n\n

                                                        Usually it\u2019s improving relevance: tighter segmentation, better triggers, personalized content, and frequency caps\u2014then validating gains with A\/B tests or holdouts within your Direct & Retention Marketing<\/strong> measurement framework.<\/p>\n","protected":false},"excerpt":{"rendered":"

                                                        Push Notification ROAS is the return on ad spend (or more accurately, \u201creturn on messaging spend\u201d) generated specifically from push notifications. In **Direct & Retention Marketing**, it answers a simple but high-stakes question: *for every dollar you spend sending and operating push messages, how much revenue do you get back?*<\/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":[1895],"tags":[],"class_list":["post-8318","post","type-post","status-publish","format-standard","hentry","category-push-notification-marketing"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/8318","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=8318"}],"version-history":[{"count":0,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/8318\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/media?parent=8318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/categories?post=8318"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/tags?post=8318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}