{"id":10841,"date":"2026-03-30T00:58:31","date_gmt":"2026-03-30T00:58:31","guid":{"rendered":"https:\/\/www.wizbrand.com\/tutorials\/supply-chain-object\/"},"modified":"2026-03-30T00:58:31","modified_gmt":"2026-03-30T00:58:31","slug":"supply-chain-object","status":"publish","type":"post","link":"https:\/\/www.wizbrand.com\/tutorials\/supply-chain-object\/","title":{"rendered":"Supply Chain Object: What It Is, Key Features, Benefits, Use Cases, and How It Fits in Programmatic Advertising"},"content":{"rendered":"\n

Modern Paid Marketing<\/strong> increasingly runs through automated exchanges, auctions, and intermediaries. That scale is powerful\u2014but it also introduces complexity: who actually sold an ad impression, where did it run, and how much money did each party take along the way?<\/p>\n\n\n\n

A Supply Chain Object<\/strong> is a standardized, machine-readable description of the selling path for an ad impression. In Programmatic Advertising<\/strong>, it helps buyers and sellers understand which entities are involved<\/em> in the supply chain and in what role<\/em>, improving transparency, trust, and control.<\/p>\n\n\n\n

This matters because supply chain opacity can lead to wasted spend, fraud exposure, brand safety incidents, and uneven performance. Used correctly, the Supply Chain Object<\/strong> becomes a practical lever for improving media quality and accountability across a Paid Marketing<\/strong> strategy\u2014especially for teams buying at scale.<\/p>\n\n\n\n

What Is Supply Chain Object?<\/h2>\n\n\n\n

A Supply Chain Object<\/strong> is a piece of metadata passed in a programmatic bid request that describes the chain of companies involved in selling a specific ad opportunity. Think of it as a structured \u201creceipt-in-progress\u201d that travels with the impression during the auction.<\/p>\n\n\n\n

At its core, the concept answers: \u201cHow did this impression get from the publisher to the buyer?\u201d<\/strong> It does this by listing the intermediaries (and their roles) that are part of the transaction path.<\/p>\n\n\n\n

From a business perspective, the Supply Chain Object<\/strong> helps:<\/p>\n\n\n\n

    \n
  • Buyers verify that inventory is being sold through legitimate paths <\/li>\n
  • Sellers prove authorized distribution of their ad inventory <\/li>\n
  • Both sides reduce risk related to spoofing, unauthorized reselling, and low-quality arbitrage <\/li>\n<\/ul>\n\n\n\n

    In Paid Marketing<\/strong>, it fits within governance and quality controls for media buying\u2014alongside brand safety, viewability, fraud detection, and measurement. In Programmatic Advertising<\/strong>, it\u2019s particularly relevant because auctions happen in milliseconds and decisions must be made based on signals available in the bid request.<\/p>\n\n\n\n

    Why Supply Chain Object Matters in Paid Marketing<\/h2>\n\n\n\n

    In high-volume Paid Marketing<\/strong>, performance is not just about targeting and creative; it\u2019s also about inventory quality<\/strong> and supply path integrity<\/strong>. The Supply Chain Object<\/strong> contributes to that integrity in several ways.<\/p>\n\n\n\n

    Strategic importance<\/h3>\n\n\n\n

    When you can see and evaluate the selling path, you can prioritize more direct, reputable supply routes. This can improve predictability and reduce the \u201cunknowns\u201d that undermine optimizations.<\/p>\n\n\n\n

    Business value<\/h3>\n\n\n\n

    By minimizing spend on unauthorized or heavily intermediated inventory, marketers can often reduce effective CPM waste and reinvest in higher-performing placements. For publishers, clearer supply chain disclosure can support stronger buyer relationships and better yield.<\/p>\n\n\n\n

    Marketing outcomes<\/h3>\n\n\n\n

    Cleaner supply paths tend to correlate with:\n– Better brand safety outcomes (fewer sketchy placements)\n– Lower invalid traffic risk\n– More consistent delivery and pacing\n– Higher confidence in measurement and post-campaign analysis<\/p>\n\n\n\n

    Competitive advantage<\/h3>\n\n\n\n

    Teams that operationalize supply chain transparency in Programmatic Advertising<\/strong> typically move faster on quality-based optimizations and can defend performance during market volatility (cookie changes, measurement shifts, and increased fraud sophistication).<\/p>\n\n\n\n

    How Supply Chain Object Works<\/h2>\n\n\n\n

    The Supply Chain Object<\/strong> is more operational than theoretical\u2014it\u2019s used in the plumbing of Programmatic Advertising<\/strong>. A practical way to understand how it works is to follow the impression from creation to purchase decision.<\/p>\n\n\n\n

      \n
    1. \n

      Input \/ trigger: an impression becomes available<\/strong>\n A publisher (or app) has an ad slot to fill. That opportunity is offered for auction through an ad server and one or more selling platforms.<\/p>\n<\/li>\n

    2. \n

      Processing: the selling path is assembled<\/strong>\n As the impression is prepared for a bid request, the selling platform(s) include a Supply Chain Object<\/strong> that lists the entities participating in the sale. Each entry identifies who is involved and whether they are acting as a direct seller or an intermediary.<\/p>\n<\/li>\n

    3. \n

      Execution: buyers evaluate the request<\/strong>\n DSPs and bidders ingest the Supply Chain Object<\/strong> as one of many signals. Buyers may:\n – Allow only certain supply paths (preferred sellers)\n – Block paths with too many intermediaries\n – Flag mismatches between declared sellers and known authorized sellers\n – Apply different bids depending on supply quality<\/p>\n<\/li>\n

    4. \n

      Output \/ outcome: better-informed buying and post-trade analysis<\/strong>\n The auction proceeds, but now the buyer has more transparency into \u201cwho touched the impression.\u201d Over time, teams can connect supply path patterns to outcomes (performance, brand safety, invalid traffic) to refine Paid Marketing<\/strong> strategy.<\/p>\n<\/li>\n<\/ol>\n\n\n\n

      In practice, the Supply Chain Object<\/strong> is not a magic switch; it\u2019s a structured signal. Its value comes from consistent adoption, accurate population, and enforcement through buying controls.<\/p>\n\n\n\n

      Key Components of Supply Chain Object<\/h2>\n\n\n\n

      While implementations vary, the Supply Chain Object<\/strong> generally includes a structured representation of the entities in the chain and how they relate to the transaction. The most important elements to understand from a marketer\u2019s point of view are:<\/p>\n\n\n\n

      Entities in the chain<\/h3>\n\n\n\n

      A sequential list of organizations involved in selling the impression. Each entity is typically identifiable by a domain or platform identifier, allowing buyers to recognize legitimate participants.<\/p>\n\n\n\n

      Roles and relationships<\/h3>\n\n\n\n

      Each step indicates whether the seller is acting as:\n– Direct<\/strong> (a direct relationship with the inventory source), or\n– Intermediary<\/strong> (reselling or facilitating the sale)<\/p>\n\n\n\n

      This distinction is crucial in Programmatic Advertising<\/strong> because unauthorized reselling can look like legitimate inventory unless the chain is disclosed.<\/p>\n\n\n\n

      Chain completeness indicator<\/h3>\n\n\n\n

      Many implementations include a way to indicate whether the chain is believed to be complete (i.e., whether all intermediaries are represented). This matters because incomplete chains can reduce trust and complicate enforcement.<\/p>\n\n\n\n

      Governance and ownership<\/h3>\n\n\n\n

      The Supply Chain Object<\/strong> is only as reliable as the process behind it. Effective governance typically involves:\n– Ad ops teams ensuring correct seller configurations\n– Programmatic leads setting policy (approved paths, max hops)\n– Analysts monitoring outcomes and exceptions\n– Security\/compliance stakeholders assessing risk in Paid Marketing<\/strong><\/p>\n\n\n\n

      Related operational data<\/h3>\n\n\n\n

      While not part of the object itself, teams frequently pair it with:\n– Authorized seller declarations\n– Ads.txt \/ app-ads.txt compliance checks\n– Supply path optimization rules in DSPs\n– Fraud and brand safety signals<\/p>\n\n\n\n

      Types of Supply Chain Object<\/h2>\n\n\n\n

      \u201cTypes\u201d aren\u2019t usually defined as separate named categories in day-to-day marketing, but there are meaningful distinctions in how a Supply Chain Object<\/strong> shows up and how you use it.<\/p>\n\n\n\n

      Complete vs. incomplete chains<\/h3>\n\n\n\n

      A complete chain is more useful for transparency and enforcement. Incomplete chains may still be usable, but they reduce certainty and can limit the effectiveness of supply path optimization in Paid Marketing<\/strong>.<\/p>\n\n\n\n

      Simple vs. multi-hop chains<\/h3>\n\n\n\n

      Some impressions have a direct path (publisher \u2192 seller \u2192 buyer). Others involve multiple intermediaries. More hops are not automatically \u201cbad,\u201d but they tend to increase:\n– Fees and take rates\n– Opportunity for misrepresentation\n– Debugging complexity when performance issues arise<\/p>\n\n\n\n

      Web vs. in-app contexts<\/h3>\n\n\n\n

      The concept applies to both, but in-app inventory often involves different identity and measurement constraints. That makes clean supply path disclosure even more valuable for Programmatic Advertising<\/strong> buyers trying to manage risk.<\/p>\n\n\n\n

      Real-World Examples of Supply Chain Object<\/h2>\n\n\n\n

      Example 1: Brand safety enforcement for a consumer brand<\/h3>\n\n\n\n

      A consumer packaged goods advertiser runs Paid Marketing<\/strong> across open exchange. They see sporadic brand safety incidents despite standard controls. By using the Supply Chain Object<\/strong> data, they identify that incidents cluster around long, intermediary-heavy paths. The team tightens buying to favor direct or short chains from trusted sellers and reduces risky placements without broadly shrinking reach.<\/p>\n\n\n\n

      Example 2: Supply path optimization (SPO) for an agency trading desk<\/h3>\n\n\n\n

      An agency manages multiple clients in Programmatic Advertising<\/strong> and wants more efficient spend. They group performance by supply paths derived from the Supply Chain Object<\/strong>, then compare CPM, viewability, conversion rate, and invalid traffic rates by path. They consolidate spend onto a smaller set of high-performing, transparent paths\u2014improving outcomes and simplifying reporting.<\/p>\n\n\n\n

      Example 3: Publisher proving authorized distribution<\/h3>\n\n\n\n

      A publisher discovers its domain is associated with suspicious arbitrage. By validating how their inventory is sold and ensuring the Supply Chain Object<\/strong> accurately reflects authorized partners, they help buyers distinguish legitimate supply from unauthorized resellers. This supports stronger demand and protects long-term revenue.<\/p>\n\n\n\n

      Benefits of Using Supply Chain Object<\/h2>\n\n\n\n

      A well-utilized Supply Chain Object<\/strong> can improve both efficiency and trust in Paid Marketing<\/strong>.<\/p>\n\n\n\n

        \n
      • Higher media quality<\/strong>: Fewer unknown resellers and cleaner supply routes often correlate with better inventory outcomes. <\/li>\n
      • Reduced fraud exposure<\/strong>: Transparency helps identify suspicious patterns and discourages spoofing and unauthorized reselling. <\/li>\n
      • Better cost control<\/strong>: Supply path optimization can reduce redundant intermediary fees and lower effective acquisition costs. <\/li>\n
      • More reliable measurement<\/strong>: Cleaner chains reduce noise in attribution and post-campaign analyses, especially in Programmatic Advertising<\/strong> where multiple systems log events differently. <\/li>\n
      • Improved partner accountability<\/strong>: When the selling path is visible, it\u2019s easier to audit relationships and set clear buying policies.<\/li>\n<\/ul>\n\n\n\n

        Challenges of Supply Chain Object<\/h2>\n\n\n\n

        Despite its value, teams should be realistic about the limitations and implementation hurdles.<\/p>\n\n\n\n

        Inconsistent adoption and data quality<\/h3>\n\n\n\n

        Not all inventory will include equally accurate or complete chain information. Some sellers may misconfigure disclosures, and completeness can vary across environments.<\/p>\n\n\n\n

        Interpretation complexity<\/h3>\n\n\n\n

        Marketing teams must translate a chain into decisions:\n– Which entities are acceptable?\n– How many hops are too many?\n– When is an intermediary justified (e.g., specialized demand enablement)?<\/p>\n\n\n\n

        Operational overhead<\/h3>\n\n\n\n

        Using Supply Chain Object<\/strong> data well can require:\n– New reporting views\n– Policy alignment across brand, agency, and DSP\n– Ongoing monitoring and exception handling<\/p>\n\n\n\n

        Over-blocking risk<\/h3>\n\n\n\n

        Aggressively blocking intermediaries can unintentionally cut off valuable reach or premium inventory accessed through legitimate channels. In Paid Marketing<\/strong>, it\u2019s important to balance transparency with performance needs.<\/p>\n\n\n\n

        Best Practices for Supply Chain Object<\/h2>\n\n\n\n

        Establish a clear supply path policy<\/h3>\n\n\n\n

        Define what \u201cgood supply\u201d means for your organization:\n– Preferred sellers or approved partner lists\n– Maximum intermediary hops\n– Rules for sensitive categories or brand safety requirements<\/p>\n\n\n\n

        Combine with other transparency signals<\/h3>\n\n\n\n

        Use the Supply Chain Object<\/strong> alongside authorized seller declarations and inventory authorization checks to reduce false positives and strengthen enforcement.<\/p>\n\n\n\n

        Operationalize SPO with testing, not assumptions<\/h3>\n\n\n\n

        Run structured experiments:\n– Compare direct vs. intermediary-heavy paths\n– Measure incremental reach and conversion quality\n– Monitor brand safety and invalid traffic changes<\/p>\n\n\n\n

        Build monitoring into your reporting cadence<\/h3>\n\n\n\n

        At minimum, review supply path performance monthly for Programmatic Advertising<\/strong>. For high-spend accounts, weekly reviews can uncover sudden shifts (new resellers, different routes, performance drops).<\/p>\n\n\n\n

        Align stakeholders<\/h3>\n\n\n\n

        Success requires coordination:\n– Buyers set bidding and block\/allow rules\n– Ad ops validates partner configurations\n– Analysts measure impact\n– Legal\/compliance reviews high-risk pathways in Paid Marketing<\/strong><\/p>\n\n\n\n

        Tools Used for Supply Chain Object<\/h2>\n\n\n\n

        The Supply Chain Object<\/strong> is typically accessed and acted on through broader programmatic tooling rather than a single standalone product category. Common tool groups include:<\/p>\n\n\n\n

          \n
        • DSPs and buying platforms<\/strong>: Where supply path controls, allowlists\/blocklists, and SPO settings are applied in Programmatic Advertising<\/strong>. <\/li>\n
        • Ad verification and brand safety tools<\/strong>: Often surface supply quality signals and can support enforcement or investigations. <\/li>\n
        • Fraud detection and traffic quality tools<\/strong>: Help correlate certain supply paths with invalid traffic patterns. <\/li>\n
        • Analytics and BI platforms<\/strong>: Used to join supply path data to performance outcomes (CPA, ROAS, retention) for Paid Marketing<\/strong> decision-making. <\/li>\n
        • Log-level data pipelines<\/strong>: For advanced teams, log-level bid request analysis is where the Supply Chain Object<\/strong> becomes most actionable. <\/li>\n
        • Reporting dashboards and governance workflows<\/strong>: Track approved paths, exceptions, and ongoing compliance.<\/li>\n<\/ul>\n\n\n\n

          The best \u201ctool\u201d is often a workflow: collect supply path data, map it to outcomes, then continuously refine buying rules.<\/p>\n\n\n\n

          Metrics Related to Supply Chain Object<\/h2>\n\n\n\n

          You don\u2019t measure a Supply Chain Object<\/strong> directly\u2014you measure performance and risk<\/em> by supply path.<\/p>\n\n\n\n

          Performance and ROI metrics<\/h3>\n\n\n\n
            \n
          • CPM, CPC, CPA, ROAS <\/li>\n
          • Conversion rate and cost per incremental lift (where applicable) <\/li>\n
          • Revenue per mille (for publishers evaluating distribution)<\/li>\n<\/ul>\n\n\n\n

            Efficiency metrics<\/h3>\n\n\n\n
              \n
            • Win rate by supply path <\/li>\n
            • Frequency and reach efficiency <\/li>\n
            • Spend concentration (how much spend is routed through top paths)<\/li>\n<\/ul>\n\n\n\n

              Quality and trust metrics<\/h3>\n\n\n\n
                \n
              • Viewability rate <\/li>\n
              • Invalid traffic or fraud rate <\/li>\n
              • Brand safety incident rate <\/li>\n
              • Discrepancy rates across platforms (ad server vs. DSP vs. verification)<\/li>\n<\/ul>\n\n\n\n

                Supply-chain-specific diagnostics<\/h3>\n\n\n\n
                  \n
                • Average number of hops (intermediaries) <\/li>\n
                • Share of spend on complete vs. incomplete chains <\/li>\n
                • Share of spend on direct vs. intermediary routes<\/li>\n<\/ul>\n\n\n\n

                  Future Trends of Supply Chain Object<\/h2>\n\n\n\n

                  Several industry forces will shape how the Supply Chain Object<\/strong> is used in Paid Marketing<\/strong>.<\/p>\n\n\n\n

                  AI-driven supply path optimization<\/h3>\n\n\n\n

                  As AI models increasingly optimize bidding, more teams will feed supply path transparency signals into automated decisioning\u2014adjusting bids and exclusions dynamically based on risk and performance by route.<\/p>\n\n\n\n

                  Tighter governance as budgets consolidate<\/h3>\n\n\n\n

                  Economic pressure often leads brands to rationalize partners. Expect stronger, more formal supply path policies and ongoing audits within Programmatic Advertising<\/strong> operations.<\/p>\n\n\n\n

                  Privacy and measurement shifts<\/h3>\n\n\n\n

                  With continuing privacy changes, buyers will lean more on contextual and inventory-quality signals. That increases the value of transparency metadata such as the Supply Chain Object<\/strong> for deciding where to buy, even when user-level identifiers are limited.<\/p>\n\n\n\n

                  Standardization and enforcement maturity<\/h3>\n\n\n\n

                  Ad tech ecosystems tend to evolve from \u201coptional metadata\u201d to \u201coperational requirement.\u201d Over time, buyers may treat missing or inconsistent supply chain disclosure as a reason to reduce bids or avoid inventory entirely.<\/p>\n\n\n\n

                  Supply Chain Object vs Related Terms<\/h2>\n\n\n\n

                  Supply Chain Object vs Supply Path Optimization (SPO)<\/h3>\n\n\n\n
                    \n
                  • Supply Chain Object<\/strong>: The data structure<\/em> that describes who is in the selling chain for an impression. <\/li>\n
                  • SPO<\/strong>: The strategy and process<\/em> of choosing the most efficient, high-quality paths.\nIn practice, the object provides inputs; SPO is what you do with those inputs in Paid Marketing<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                    Supply Chain Object vs ads.txt \/ app-ads.txt<\/h3>\n\n\n\n
                      \n
                    • ads.txt\/app-ads.txt<\/strong>: Publisher-declared lists of authorized sellers for a domain or app. <\/li>\n
                    • Supply Chain Object<\/strong>: Impression-level disclosure of the selling chain in the auction.\nThey complement each other: authorization lists tell you who may<\/em> sell; the chain object indicates who is<\/em> involved for that specific opportunity in Programmatic Advertising<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                      Supply Chain Object vs Sellers.json \/ supply transparency registries<\/h3>\n\n\n\n
                        \n
                      • Sellers.json-like registries<\/strong>: Platform-published information about seller identities and roles. <\/li>\n
                      • Supply Chain Object<\/strong>: The real-time chain attached to the bid request.\nRegistries help interpret identities; the chain object provides the transaction context.<\/li>\n<\/ul>\n\n\n\n

                        Who Should Learn Supply Chain Object<\/h2>\n\n\n\n
                          \n
                        • Marketers and performance leads<\/strong>: To protect budget efficiency and media quality, not just optimize targeting and creative. <\/li>\n
                        • Analysts<\/strong>: To segment results by supply path and explain anomalies in Programmatic Advertising<\/strong> performance and measurement. <\/li>\n
                        • Agencies and trading desks<\/strong>: To implement repeatable governance, SPO, and transparency standards across clients\u2019 Paid Marketing<\/strong>. <\/li>\n
                        • Business owners and founders<\/strong>: To understand where spend goes and reduce hidden risks when scaling paid acquisition. <\/li>\n
                        • Developers and data engineers<\/strong>: To ingest bidstream\/log-level data, build reporting, and automate enforcement based on the Supply Chain Object<\/strong>.<\/li>\n<\/ul>\n\n\n\n

                          Summary of Supply Chain Object<\/h2>\n\n\n\n

                          A Supply Chain Object<\/strong> is a standardized way to describe the selling path of a programmatic ad impression. In Paid Marketing<\/strong>, it supports smarter governance by helping teams identify authorized, transparent, and efficient routes to inventory. In Programmatic Advertising<\/strong>, it becomes a key transparency signal for supply path optimization, fraud reduction, and improved accountability. When combined with strong policies and measurement, it can materially improve both performance and trust.<\/p>\n\n\n\n

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

                          1) What is a Supply Chain Object in simple terms?<\/h3>\n\n\n\n

                          It\u2019s structured metadata that lists the companies involved in selling a specific ad impression, helping buyers understand the path from publisher to buyer in Programmatic Advertising<\/strong>.<\/p>\n\n\n\n

                          2) How does Supply Chain Object help reduce ad fraud?<\/h3>\n\n\n\n

                          By revealing the selling chain, it becomes harder for unauthorized resellers to masquerade as legitimate supply. Buyers can block suspicious paths and favor verified routes in Paid Marketing<\/strong>.<\/p>\n\n\n\n

                          3) Is Supply Chain Object the same as supply path optimization?<\/h3>\n\n\n\n

                          No. The Supply Chain Object<\/strong> is the transparency data about the path; supply path optimization is the strategy of selecting better paths using that data and other signals.<\/p>\n\n\n\n

                          4) What should I do if I see long or complex supply chains?<\/h3>\n\n\n\n

                          Treat it as a diagnostic signal. Compare performance and risk metrics by chain, test tighter path controls, and avoid blanket exclusions that could remove valuable reach from your Paid Marketing<\/strong> mix.<\/p>\n\n\n\n

                          5) How is Supply Chain Object used in Programmatic Advertising bidding decisions?<\/h3>\n\n\n\n

                          DSPs can use it to allowlist preferred sellers, block certain intermediaries, weight bids by path quality, and investigate discrepancies\u2014helping buyers make more informed auction decisions.<\/p>\n\n\n\n

                          6) Can smaller advertisers benefit from Supply Chain Object, or is it only for big brands?<\/h3>\n\n\n\n

                          Smaller advertisers can benefit too, especially when spending meaningfully in open exchange. Even basic path controls and periodic reviews can improve efficiency and reduce risk.<\/p>\n\n\n\n

                          7) What\u2019s the first step to operationalize Supply Chain Object in my team?<\/h3>\n\n\n\n

                          Start by reporting performance and quality metrics by supply path, then define an approval policy (preferred sellers, max hops). From there, implement controls in your Programmatic Advertising<\/strong> buying workflow and iterate based on results.<\/p>\n","protected":false},"excerpt":{"rendered":"

                          Modern **Paid Marketing** increasingly runs through automated exchanges, auctions, and intermediaries. That scale is powerful\u2014but it also introduces complexity: who actually sold an ad impression, where did it run, and how much money did each party take along the way?<\/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":[1911],"tags":[],"class_list":["post-10841","post","type-post","status-publish","format-standard","hentry","category-programmatic-advertising"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/10841","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=10841"}],"version-history":[{"count":0,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/posts\/10841\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/media?parent=10841"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/categories?post=10841"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wizbrand.com\/tutorials\/wp-json\/wp\/v2\/tags?post=10841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}