{"id":7191,"date":"2026-03-24T03:36:40","date_gmt":"2026-03-24T03:36:40","guid":{"rendered":"https:\/\/www.wizbrand.com\/tutorials\/scroll-map\/"},"modified":"2026-03-24T03:36:40","modified_gmt":"2026-03-24T03:36:40","slug":"scroll-map","status":"publish","type":"post","link":"https:\/\/www.wizbrand.com\/tutorials\/scroll-map\/","title":{"rendered":"Scroll MAP: What It Is, Key Features, Benefits, Use Cases, and How It Fits in CRO"},"content":{"rendered":"\n

A Scroll MAP<\/strong> is a visual report that shows how far people scroll on a page and where attention drops off. In Conversion & Measurement<\/strong>, it\u2019s one of the most practical ways to connect page design decisions (layout, length, content placement) to real user behavior. In CRO<\/strong>, it helps you stop guessing whether visitors actually see key messages, trust signals, forms, or calls to action.<\/p>\n\n\n\n

Modern websites are increasingly content-heavy and mobile-first. That makes \u201cabove the fold\u201d less meaningful and makes scroll behavior a critical signal. A well-interpreted Scroll MAP<\/strong> turns raw engagement into actionable insight: what content earns attention, what content gets ignored, and where your funnel leaks because users never reach important elements.<\/p>\n\n\n\n

What Is Scroll MAP?<\/h2>\n\n\n\n

A Scroll MAP<\/strong> is a page-level visualization that aggregates users\u2019 scrolling behavior into an easy-to-read map. Typically, it indicates the percentage of visitors who reached different vertical points on a page (for example, 100%, 75%, 50%, 25% reach). Some implementations also show concentration of attention by section, helping you understand which parts of a page are likely seen.<\/p>\n\n\n\n

The core concept is simple: scroll depth acts as a proxy for content exposure<\/strong>. If only 30% of visitors reach your pricing table, then 70% never had the chance to consider it\u2014no matter how well it\u2019s written.<\/p>\n\n\n\n

From a business perspective, a Scroll MAP<\/strong> helps answer questions that sit at the heart of Conversion & Measurement<\/strong>:<\/p>\n\n\n\n

    \n
  • Are users seeing what they need to convert?<\/li>\n
  • Is the page length helping or hurting outcomes?<\/li>\n
  • Are we burying critical information too far down?<\/li>\n
  • Does content sequence match user intent?<\/li>\n<\/ul>\n\n\n\n

    Within CRO<\/strong>, the Scroll MAP<\/strong> is a diagnostic tool. It doesn\u2019t replace conversion metrics, but it explains why<\/em> conversion metrics might be underperforming by revealing visibility gaps, friction zones, and mismatched content hierarchy.<\/p>\n\n\n\n

    Why Scroll MAP Matters in Conversion & Measurement<\/h2>\n\n\n\n

    A Scroll MAP<\/strong> matters because many optimization problems are visibility problems. You can\u2019t optimize what users don\u2019t encounter. In Conversion & Measurement<\/strong>, this is the difference between measuring \u201cwhat happened\u201d (conversion rate) and understanding \u201cwhat users experienced\u201d (content exposure and attention drop-off).<\/p>\n\n\n\n

    Strategically, a Scroll MAP<\/strong> provides business value in several ways:<\/p>\n\n\n\n

      \n
    • Improves message prioritization:<\/strong> It forces teams to place the highest-impact information where the largest share of users will see it.<\/li>\n
    • Reduces wasted effort:<\/strong> If your audience rarely scrolls to long sections, you can shorten or restructure content rather than polishing unseen copy.<\/li>\n
    • Strengthens funnel performance:<\/strong> By revealing where engagement declines, you can redesign pages to keep visitors moving toward the next step.<\/li>\n
    • Creates competitive advantage:<\/strong> Brands that iterate based on behavioral evidence (not internal opinions) often move faster and waste less traffic.<\/li>\n<\/ul>\n\n\n\n

      For marketing outcomes, a Scroll MAP<\/strong> often influences conversion rate, lead quality, paid media efficiency, and even SEO engagement signals (like bounce behavior and time on page). While a Scroll MAP<\/strong> is not a ranking factor, the behavioral improvements it supports can lead to stronger page usefulness\u2014an indirect win for performance.<\/p>\n\n\n\n

      How Scroll MAP Works<\/h2>\n\n\n\n

      A Scroll MAP<\/strong> is generated by collecting user interaction data and translating it into a visual summary. In practice, it works like this:<\/p>\n\n\n\n

        \n
      1. \n

        Input \/ trigger: user scroll events<\/strong>\n When visitors load a page, the measurement system listens for scroll position changes. On mobile, it also accounts for varying viewport heights. In Conversion & Measurement<\/strong>, this is typically implemented via a tag or script that records scroll depth milestones (e.g., 25\/50\/75\/100%) or continuous scroll positions.<\/p>\n<\/li>\n

      2. \n

        Processing: normalization and aggregation<\/strong>\n Raw scroll data is normalized across devices and sessions. The system aggregates behavior across users to estimate the percentage who reached each section. Some approaches filter out very short sessions, bot traffic, or single-page bounces.<\/p>\n<\/li>\n

      3. \n

        Application: visualization and segmentation<\/strong>\n The tool renders a Scroll MAP<\/strong> overlay or report. Advanced usage segments by traffic source, device type, campaign, new vs returning users, or landing page variant\u2014bringing it directly into CRO<\/strong> decision-making.<\/p>\n<\/li>\n

      4. \n

        Output \/ outcome: actionable insight<\/strong>\n You gain a clear view of where attention drops. That insight supports changes like moving CTAs higher, compressing content, splitting long pages, adding internal navigation, or reworking page structure\u2014then validating changes through experiments and ongoing Conversion & Measurement<\/strong>.<\/p>\n<\/li>\n<\/ol>\n\n\n\n

        Key Components of Scroll MAP<\/h2>\n\n\n\n

        A useful Scroll MAP<\/strong> relies on more than a single visualization. The most important components include:<\/p>\n\n\n\n

        Data inputs<\/h3>\n\n\n\n
          \n
        • Scroll depth events or continuous scroll tracking<\/strong><\/li>\n
        • Viewport size and device type<\/strong> (desktop vs mobile changes exposure dramatically)<\/li>\n
        • Page template context<\/strong> (blog post, product page, landing page, help article)<\/li>\n
        • Traffic source and intent signals<\/strong> (paid search vs organic vs email often scroll differently)<\/li>\n<\/ul>\n\n\n\n

          Metrics and segmentation<\/h3>\n\n\n\n
            \n
          • Reach by section<\/strong> (percent of sessions reaching each point)<\/li>\n
          • Drop-off points<\/strong> (where the largest loss occurs)<\/li>\n
          • Segment comparisons<\/strong> (mobile vs desktop, campaign A vs campaign B)<\/li>\n<\/ul>\n\n\n\n

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

            In mature Conversion & Measurement<\/strong> programs, responsibilities are clear:\n– Analysts define tracking standards and ensure clean data.\n– Marketers and product teams interpret insights against intent and messaging.\n– CRO practitioners turn insights into hypotheses and test plans.\n– Developers ensure performance and correct event firing.<\/p>\n\n\n\n

            Connection to experimentation<\/h3>\n\n\n\n

            A Scroll MAP<\/strong> becomes most valuable when connected to CRO<\/strong> workflows:\n– hypothesis \u2192 variant design \u2192 A\/B test \u2192 post-test analysis \u2192 iteration<\/p>\n\n\n\n

            Types of Scroll MAP<\/h2>\n\n\n\n

            \u201cTypes\u201d of Scroll MAP<\/strong> are best understood as practical distinctions rather than strict categories:<\/p>\n\n\n\n

            1) Aggregate scroll depth maps<\/h3>\n\n\n\n

            These show the percent of users who reach each vertical point. This is the most common Scroll MAP<\/strong> format and is ideal for quick diagnosis in Conversion & Measurement<\/strong>.<\/p>\n\n\n\n

            2) Segment-based scroll maps<\/h3>\n\n\n\n

            The same scroll report, sliced by:\n– device type (mobile vs desktop)\n– traffic source (paid vs organic)\n– audience (new vs returning)\n– geo\/language\nThis is often where CRO<\/strong> insights become sharper, because different segments behave differently.<\/p>\n\n\n\n

            3) Page-template or journey-context scroll maps<\/h3>\n\n\n\n

            Interpreting a Scroll MAP<\/strong> depends on context:\n– A blog post can tolerate deeper scrolling if readers are engaged.\n– A landing page might need critical elements above the major drop-off.\n– A product page might need spec sections lower, but price and trust signals higher.<\/p>\n\n\n\n

            Real-World Examples of Scroll MAP<\/h2>\n\n\n\n

            Example 1: Lead-gen landing page with a buried form<\/h3>\n\n\n\n

            A B2B SaaS company notices low lead volume from a paid campaign. The Scroll MAP<\/strong> shows only 40% of visitors reach the form, while 70% exit before the pricing explanation ends. In CRO<\/strong>, the team hypothesizes that visitors need a faster path to conversion. They test:\n– a shorter hero + \u201crequest demo\u201d anchor jump\n– a mid-page form\n– trust badges placed earlier\nResults are evaluated through Conversion & Measurement<\/strong> using form submits, qualified leads, and scroll-to-form rate.<\/p>\n\n\n\n

            Example 2: Ecommerce PDP with late-stage trust signals<\/h3>\n\n\n\n

            An ecommerce brand sees strong product views but weak add-to-cart. The Scroll MAP<\/strong> reveals that shipping\/returns info and reviews are far below the average scroll depth. Many visitors never see them. The team moves shipping\/returns summary near the price and adds review highlights near the top. In CRO<\/strong>, they track add-to-cart, checkout starts, and revenue per session\u2014plus scroll reach to the reviews module for validation.<\/p>\n\n\n\n

            Example 3: Long-form content that ranks but doesn\u2019t convert<\/h3>\n\n\n\n

            A publisher-style site ranks well, but newsletter sign-ups lag. The Scroll MAP<\/strong> shows readers reach the middle but rarely hit the end-of-article sign-up. The team adds a contextual sign-up block around the 40\u201360% depth range and tests copy aligned to the topic. Conversion & Measurement<\/strong> connects scroll behavior to conversion assists, not just last-click sign-ups, improving CRO<\/strong> decisions around content monetization.<\/p>\n\n\n\n

            Benefits of Using Scroll MAP<\/h2>\n\n\n\n

            A Scroll MAP<\/strong> delivers benefits that are especially valuable in Conversion & Measurement<\/strong> and CRO<\/strong>:<\/p>\n\n\n\n

              \n
            • Higher conversion efficiency:<\/strong> By placing key elements where users actually look, you reduce friction and increase the likelihood of action.<\/li>\n
            • Lower acquisition waste:<\/strong> Paid traffic is expensive; if users don\u2019t reach the offer or form, your spend is inefficient. A Scroll MAP<\/strong> helps fix that.<\/li>\n
            • Faster prioritization:<\/strong> It clarifies which parts of a page deserve design and copy investment versus what can be trimmed.<\/li>\n
            • Better user experience:<\/strong> Content becomes easier to scan, less repetitive, and more aligned with intent\u2014especially on mobile.<\/li>\n
            • Stronger internal alignment:<\/strong> Teams can resolve subjective debates (\u201cpeople will scroll\u201d) with behavioral evidence.<\/li>\n<\/ul>\n\n\n\n

              Challenges of Scroll MAP<\/h2>\n\n\n\n

              A Scroll MAP<\/strong> is powerful, but it has real limitations that matter in Conversion & Measurement<\/strong>:<\/p>\n\n\n\n

                \n
              • Scroll does not equal reading:<\/strong> People can scroll quickly without consuming content. Use a Scroll MAP<\/strong> alongside time-on-section, click behavior, and outcomes.<\/li>\n
              • Device and viewport bias:<\/strong> Mobile users may scroll more simply because screens are smaller. Compare segments carefully in CRO<\/strong> analysis.<\/li>\n
              • Dynamic layouts complicate interpretation:<\/strong> Sticky headers, infinite scroll, accordions, and personalization can change what \u201c50% down\u201d means.<\/li>\n
              • Sampling and data quality issues:<\/strong> Small sample sizes, bot traffic, or misfiring tags can distort reach percentages.<\/li>\n
              • Privacy and consent constraints:<\/strong> Measurement may be limited by consent modes and regional privacy requirements, affecting completeness.<\/li>\n<\/ul>\n\n\n\n

                Best Practices for Scroll MAP<\/h2>\n\n\n\n

                Use these practices to make Scroll MAP<\/strong> insights reliable and actionable:<\/p>\n\n\n\n

                Align interpretation to page intent<\/h3>\n\n\n\n

                A landing page\u2019s goal is usually action; a knowledge article\u2019s goal is comprehension. In Conversion & Measurement<\/strong>, success criteria must match the page type.<\/p>\n\n\n\n

                Segment before you redesign<\/h3>\n\n\n\n

                Check the Scroll MAP<\/strong> by:\n– device (mobile vs desktop)\n– source (paid vs organic vs email)\n– audience (new vs returning)\nMany \u201cproblems\u201d vanish when you isolate the segment that actually underperforms\u2014an essential CRO<\/strong> habit.<\/p>\n\n\n\n

                Use scroll to validate content hierarchy<\/h3>\n\n\n\n

                Place the most important elements above the biggest drop-off:\n– value proposition clarity\n– primary CTA\n– trust signals (reviews, guarantees, security, delivery)\n– pricing framing or next-step explanation<\/p>\n\n\n\n

                Combine scroll with clicks and conversions<\/h3>\n\n\n\n

                A Scroll MAP<\/strong> should feed hypotheses, not become the outcome. Pair it with:\n– click maps (are CTAs noticed and used?)\n– funnel metrics (do scrollers convert more?)\n– form analytics (where do users abandon?)<\/p>\n\n\n\n

                Test changes, don\u2019t just \u201cimprove\u201d<\/h3>\n\n\n\n

                In CRO<\/strong>, use a Scroll MAP<\/strong> to design experiments:\n– shorter vs longer page\n– CTA placement and repetition\n– table of contents \/ jump links\n– reorganized sections\nThen confirm impact with conversion metrics, not scroll metrics alone.<\/p>\n\n\n\n

                Tools Used for Scroll MAP<\/h2>\n\n\n\n

                A Scroll MAP<\/strong> typically lives inside broader Conversion & Measurement<\/strong> systems rather than as a standalone artifact. Common tool categories include:<\/p>\n\n\n\n

                  \n
                • Behavior analytics platforms:<\/strong> Provide scroll maps, heatmaps, session replays, and segmentation for qualitative and quantitative insight.<\/li>\n
                • Web analytics tools:<\/strong> Track scroll depth events, build segments, and connect scroll behavior to conversion paths and attribution.<\/li>\n
                • Tag management systems:<\/strong> Deploy scroll tracking consistently, manage triggers, and maintain governance across templates.<\/li>\n
                • Experimentation and personalization platforms:<\/strong> Run A\/B tests informed by Scroll MAP<\/strong> findings and measure uplift.<\/li>\n
                • Reporting dashboards \/ BI tools:<\/strong> Combine scroll depth with revenue, leads, and cohort behavior to operationalize CRO<\/strong> reporting.<\/li>\n
                • CRM and marketing automation systems:<\/strong> Tie page engagement signals to lead quality, lifecycle stage, and downstream conversion\u2014important for full-funnel Conversion & Measurement<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                  Metrics Related to Scroll MAP<\/h2>\n\n\n\n

                  A Scroll MAP<\/strong> is the visualization; the metrics are what you track and trend:<\/p>\n\n\n\n

                  Engagement and exposure metrics<\/h3>\n\n\n\n
                    \n
                  • Scroll reach by depth<\/strong> (e.g., % reaching 25\/50\/75\/100%)<\/li>\n
                  • Section reach<\/strong> (custom breakpoints aligned to page modules)<\/li>\n
                  • Drop-off rate per section<\/strong> (loss between adjacent sections)<\/li>\n
                  • Scroll-to-CTA reach<\/strong> (percent who reached the primary CTA)<\/li>\n<\/ul>\n\n\n\n

                    Conversion and CRO metrics (paired with scroll)<\/h3>\n\n\n\n
                      \n
                    • Conversion rate by scroll depth segment<\/strong> (do deep scrollers convert more?)<\/li>\n
                    • CTA click rate conditional on reach<\/strong> (clicks \/ users who saw it)<\/li>\n
                    • Form start and completion rates<\/strong> (especially when the form is below the fold)<\/li>\n
                    • Revenue per session by engagement cohort<\/strong><\/li>\n<\/ul>\n\n\n\n

                      Efficiency and ROI metrics<\/h3>\n\n\n\n
                        \n
                      • Cost per lead \/ acquisition by landing page reach<\/strong><\/li>\n
                      • Paid campaign efficiency improvements after layout changes<\/strong>\nThese connect Scroll MAP<\/strong> insights directly to Conversion & Measurement<\/strong> outcomes.<\/li>\n<\/ul>\n\n\n\n

                        Future Trends of Scroll MAP<\/h2>\n\n\n\n

                        Several trends are shaping how Scroll MAP<\/strong> is used within Conversion & Measurement<\/strong>:<\/p>\n\n\n\n

                          \n
                        • AI-assisted insight detection:<\/strong> Tools increasingly flag unusual drop-offs, compare pages automatically, and suggest likely causes (layout shifts, slow sections, confusing modules). The best use will still require CRO<\/strong> judgment and testing discipline.<\/li>\n
                        • Personalized page experiences:<\/strong> As pages adapt by segment, scroll behavior will need to be measured per variant and audience. A single Scroll MAP<\/strong> average will be less representative.<\/li>\n
                        • Privacy-aware measurement:<\/strong> Consent requirements and reduced third-party tracking push teams toward first-party event collection and careful data governance.<\/li>\n
                        • Performance and UX integration:<\/strong> Scroll drop-offs increasingly get analyzed alongside Core Web Vitals and perceived performance. If the page stutters mid-scroll, a Scroll MAP<\/strong> may show an artificial cliff.<\/li>\n
                        • More modular reporting:<\/strong> Teams are moving from \u201cpage-level\u201d to \u201ccomponent-level\u201d analysis (hero, testimonials, FAQ, pricing block), aligning CRO<\/strong> workflows with design systems.<\/li>\n<\/ul>\n\n\n\n

                          Scroll MAP vs Related Terms<\/h2>\n\n\n\n

                          Scroll MAP vs Heatmap<\/h3>\n\n\n\n

                          A heatmap often refers to click or attention intensity across a page (sometimes including movement). A Scroll MAP<\/strong> is specifically about vertical reach and drop-off<\/strong>. In Conversion & Measurement<\/strong>, heatmaps help answer \u201cwhere do users interact,\u201d while a Scroll MAP<\/strong> answers \u201cdid they even get there.\u201d<\/p>\n\n\n\n

                          Scroll MAP vs Click Map<\/h3>\n\n\n\n

                          A click map shows where users click or tap. It\u2019s possible to have high scroll reach but low clicks if CTAs are unclear. In CRO<\/strong>, pair click maps with a Scroll MAP<\/strong> to separate visibility issues from persuasion issues.<\/p>\n\n\n\n

                          Scroll MAP vs Scroll Depth Event Tracking<\/h3>\n\n\n\n

                          Scroll depth events are raw metrics (e.g., fired at 50% scroll). A Scroll MAP<\/strong> is a visual, interpretable layer<\/strong> that makes those metrics easier to diagnose and communicate in Conversion & Measurement<\/strong> discussions.<\/p>\n\n\n\n

                          Who Should Learn Scroll MAP<\/h2>\n\n\n\n
                            \n
                          • Marketers:<\/strong> To ensure landing pages match campaign intent and that key messages aren\u2019t hidden below the main drop-off.<\/li>\n
                          • Analysts:<\/strong> To strengthen Conversion & Measurement<\/strong> narratives with behavioral evidence and guide deeper segmentation.<\/li>\n
                          • Agencies:<\/strong> To justify recommendations with page-level diagnostics and accelerate CRO<\/strong> roadmaps.<\/li>\n
                          • Business owners and founders:<\/strong> To understand why traffic isn\u2019t converting and where page structure undermines offers.<\/li>\n
                          • Developers:<\/strong> To implement reliable tracking, maintain performance, and support experimentation without breaking measurement.<\/li>\n<\/ul>\n\n\n\n

                            Summary of Scroll MAP<\/h2>\n\n\n\n

                            A Scroll MAP<\/strong> visualizes how far users scroll and where engagement drops on a page. It matters because it reveals whether visitors are exposed to the content that drives decisions\u2014critical in Conversion & Measurement<\/strong>. In CRO<\/strong>, a Scroll MAP<\/strong> supports hypothesis generation and smarter testing by identifying visibility gaps, content sequencing issues, and segment-specific behavior. Used alongside clicks, conversions, and experimentation, it helps teams build pages that are easier to understand, faster to act on, and more likely to convert.<\/p>\n\n\n\n

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

                            1) What is a Scroll MAP used for?<\/h3>\n\n\n\n

                            A Scroll MAP<\/strong> is used to understand content exposure\u2014how many users reach key sections of a page\u2014so you can place important information and CTAs where they\u2019re most likely to be seen and acted on.<\/p>\n\n\n\n

                            2) Does a Scroll MAP prove that users read the content?<\/h3>\n\n\n\n

                            No. It shows reach, not comprehension. In Conversion & Measurement<\/strong>, combine a Scroll MAP<\/strong> with click behavior, time-based engagement, and conversion outcomes to avoid overinterpreting scroll depth.<\/p>\n\n\n\n

                            3) How does Scroll MAP help CRO?<\/h3>\n\n\n\n

                            In CRO<\/strong>, a Scroll MAP<\/strong> helps identify whether low conversions come from persuasion issues (weak offer\/copy) or from visibility issues (users never reach the offer, trust signals, or form). That clarity improves test design and prioritization.<\/p>\n\n\n\n

                            4) What scroll depth should I aim for on a landing page?<\/h3>\n\n\n\n

                            There\u2019s no universal target. The goal is that a high percentage of users reach the sections required to decide and convert. Use your Scroll MAP<\/strong> to find the major drop-off and move the essentials above it.<\/p>\n\n\n\n

                            5) Should I shorten pages if the Scroll MAP shows drop-off?<\/h3>\n\n\n\n

                            Not automatically. Drop-off can be normal, especially for informational pages. In Conversion & Measurement<\/strong>, evaluate whether the drop-off happens before critical elements. If it does, restructure, add navigation, or move key sections\u2014not just cut content.<\/p>\n\n\n\n

                            6) How do I use Scroll MAP with A\/B testing?<\/h3>\n\n\n\n

                            Use the Scroll MAP<\/strong> to form a hypothesis (e.g., CTA is too low). Create variants that change layout or content order, then measure success using conversion metrics. Treat scroll changes as supporting diagnostics, not primary KPIs.<\/p>\n\n\n\n

                            7) Why do mobile and desktop Scroll MAP results look so different?<\/h3>\n\n\n\n

                            Viewport size and interaction patterns differ. Mobile users may scroll more because each screen shows less content, but they may also abandon earlier due to friction. Segment your Scroll MAP<\/strong> by device to make CRO<\/strong> decisions that reflect real behavior.<\/p>\n","protected":false},"excerpt":{"rendered":"

                            A **Scroll MAP** is a visual report that shows how far people scroll on a page and where attention drops off. In **Conversion & Measurement**, it\u2019s one of the most practical ways to connect page design decisions (layout, length, content placement) to real user behavior. In **CRO**, it helps you stop guessing whether visitors actually see key messages, trust signals, forms, or calls to action.<\/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":[1889],"tags":[],"class_list":["post-7191","post","type-post","status-publish","format-standard","hentry","category-cro"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/7191","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=7191"}],"version-history":[{"count":0,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/7191\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/media?parent=7191"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/categories?post=7191"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/tags?post=7191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}