{"id":2255,"date":"2026-03-26T18:02:49","date_gmt":"2026-03-26T12:32:49","guid":{"rendered":"https:\/\/maulikmasrani.com\/blog\/?p=2255"},"modified":"2026-03-26T18:39:52","modified_gmt":"2026-03-26T13:09:52","slug":"building-a-centralized-ai-fact-library-for-brand-stability","status":"publish","type":"post","link":"https:\/\/maulikmasrani.com\/blog\/building-a-centralized-ai-fact-library-for-brand-stability\/","title":{"rendered":"Building a Centralized AI Fact Library for Brand Stability"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2255\" class=\"elementor elementor-2255\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7dd9c1f3 e-flex e-con-boxed e-con e-parent\" data-id=\"7dd9c1f3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-247ca046 elementor-widget elementor-widget-text-editor\" data-id=\"247ca046\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">An AI fact library is a centralized, structured source of verified brand information that ensures consistent AI outputs across search engines, generative platforms, and digital channels. Without it, enterprises experience AI drift, messaging inconsistencies and data fragmentation.\u00a0<br \/><br \/><\/span><\/p><p><span style=\"font-weight: 400;\">By building a controlled brand data repository and integrating it with schema, FAQs, and version control systems, companies can stabilize AI visibility and protect authority at scale.<\/span><\/p><h2><b>Centralized AI Fact Library<\/b><\/h2><p><span style=\"font-weight: 400;\">Enterprise brands are entering an era where AI systems search engines, copilots, and generative platforms interpret, summarize, and redistribute their information autonomously. The challenge is no longer just publishing content. It ensures factual alignment everywhere AI references your brand. A centralized AI fact library solves this problem.<br \/><br \/><\/span><\/p><p><span style=\"font-weight: 400;\">It functions as a structured, authoritative source of brand truths: company definitions, positioning statements, product descriptions, compliance notes, metrics, leadership bios, and standardized FAQs. When properly maintained, it becomes the single source of truth for marketing, sales, PR, and AI systems alike.<\/span><\/p><p><span style=\"font-weight: 400;\">In the context of Artificial Intelligence Optimization (AIO), this structure is not optional; it is foundational.<\/span><\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-2263\" src=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Architecture-of-AI-Fact-Library-1.png\" alt=\"Architecture of AI Fact Library-1\" width=\"1823\" height=\"1016\" srcset=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Architecture-of-AI-Fact-Library-1.png 1823w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Architecture-of-AI-Fact-Library-1-300x167.png 300w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Architecture-of-AI-Fact-Library-1-1024x571.png 1024w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Architecture-of-AI-Fact-Library-1-768x428.png 768w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Architecture-of-AI-Fact-Library-1-1536x856.png 1536w\" sizes=\"(max-width: 1823px) 100vw, 1823px\" \/><\/p><h2><b>Why brands lose AI consistency<\/b><\/h2><p><span style=\"font-weight: 400;\">AI inconsistency rarely begins externally. It starts internally.<\/span><\/p><p><span style=\"font-weight: 400;\">Most enterprises operate with fragmented information systems:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Website copy differs from sales decks<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Social bios vary by platform<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Product messaging evolves without documentation<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">FAQs change, but older versions remain indexed<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">AI models ingest this fragmented content and synthesize it into outputs. When definitions conflict or messaging shifts without structured updates, AI systems produce unstable responses.<\/span><\/p><p><span style=\"font-weight: 400;\">For example:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A SaaS brand describes itself as a \u201cworkflow automation platform\u201d in one location and an \u201cAI productivity tool\u201d in another.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pricing data differs between a landing page and a press release.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Leadership bios use inconsistent titles.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">These discrepancies create algorithmic ambiguity.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Research in enterprise knowledge management shows that organizations lose measurable productivity, often estimated at 20-30%, due to information silos. In AI-driven search environments, that inefficiency translates into diluted authority and reduced citation frequency.<\/span><\/p><p><span style=\"font-weight: 400;\">An <\/span><a href=\"https:\/\/maulikmasrani.com\/blog\/aeo-geo-and-aio-explained-how-ai-is-redefining-content-visibility-beyond-seo-demo1\/\"><b>AIO<\/b><\/a><span style=\"font-weight: 400;\"> knowledge vault eliminates this ambiguity by standardizing and centralizing all mission-critical facts.<\/span><\/p><h2><b>Core facts every business must define<\/b><\/h2><p><span style=\"font-weight: 400;\">An effective brand data repository begins with structured categorization. Every enterprise should formally define the following data layers:<\/span><\/p><h3><strong>1. Brand Identity Layer<\/strong><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Official company name and formatting<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Founding year<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Headquarters location<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Industry classification<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">One-sentence and three-sentence definitions<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">These definitions must remain stable across all digital properties.<\/span><\/p><h3><strong>2. Positioning Layer<\/strong><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Core value proposition<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Target audience segments<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Unique differentiation statements<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Approved elevator pitch<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">AI models often prioritize concise, well-structured definitions. A \u201cdefinition-first\u201d writing style increases extraction accuracy.<\/span><\/p><h3><strong>3. Product &amp; Service Layer<\/strong><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Standardized product descriptions<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature summaries<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Compliance disclosures<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pricing positioning framework<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Consistency here directly influences AI-generated product comparisons and summaries.<\/span><\/p><h3><strong>4. Authority Signals<\/strong><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Verified statistics<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Case study highlights<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Awards and certifications<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Leadership credentials<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">These reinforce entity trust and help AI systems classify brand credibility.<\/span><\/p><h3><strong>5. Operational Definitions<\/strong><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Terminology glossary<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Acronym explanations<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Process frameworks<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">When brands fail to define proprietary terms, AI platforms reinterpret them, often inaccurately.<\/span><\/p><p><span style=\"font-weight: 400;\">A properly structured <\/span><b>brand data repository<\/b><span style=\"font-weight: 400;\"> ensures that these layers remain aligned across channels and AI references.<\/span><\/p><p><img decoding=\"async\" class=\"alignnone size-full wp-image-2264\" src=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Why-Brands-Lose-AI-Consistency-2.png\" alt=\"Why Brands Lose AI Consistency-2\" width=\"1823\" height=\"1016\" srcset=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Why-Brands-Lose-AI-Consistency-2.png 1823w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Why-Brands-Lose-AI-Consistency-2-300x167.png 300w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Why-Brands-Lose-AI-Consistency-2-1024x571.png 1024w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Why-Brands-Lose-AI-Consistency-2-768x428.png 768w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Why-Brands-Lose-AI-Consistency-2-1536x856.png 1536w\" sizes=\"(max-width: 1823px) 100vw, 1823px\" \/><\/p><h2><strong>Version control for brand data<\/strong><\/h2><p><span style=\"font-weight: 400;\">Building an AI fact library is not a one-time project. It is an ongoing governance process.<\/span><\/p><p><span style=\"font-weight: 400;\">Without version control, even a centralized knowledge system becomes unreliable.<\/span><\/p><p><span style=\"font-weight: 400;\">Best practices include:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Timestamped updates for every fact revision<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clear documentation of messaging changes<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Approval workflows before public publication<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Change logs for regulatory or compliance updates<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Modern tools such as structured knowledge management systems like those found in platforms similar to Notion Knowledge Systems allow organizations to track edits, maintain archival versions and assign ownership for updates.<\/span><\/p><p><span style=\"font-weight: 400;\">Version control achieves two objectives:<\/span><\/p><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prevents legacy messaging from reappearing in AI search results<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensures synchronized updates across the website, schema markup\u00a0 and content repositories<\/span><\/li><\/ol><p><span style=\"font-weight: 400;\">When AI models crawl your digital ecosystem, they reward clarity and consistency. Version control sustains both.<\/span><\/p><p><img decoding=\"async\" class=\"alignnone size-full wp-image-2265\" src=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/The-AI-Fact-Library-Framework-3.png\" alt=\"The AI Fact Library Framework-3\" width=\"1823\" height=\"1016\" srcset=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/The-AI-Fact-Library-Framework-3.png 1823w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/The-AI-Fact-Library-Framework-3-300x167.png 300w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/The-AI-Fact-Library-Framework-3-1024x571.png 1024w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/The-AI-Fact-Library-Framework-3-768x428.png 768w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/The-AI-Fact-Library-Framework-3-1536x856.png 1536w\" sizes=\"(max-width: 1823px) 100vw, 1823px\" \/><\/p><h2><b>FAQ bank integration<\/b><\/h2><p><span style=\"font-weight: 400;\">One of the most powerful components of an <\/span><b>AIO knowledge vault<\/b><span style=\"font-weight: 400;\"> is a centralized FAQ bank.<\/span><\/p><p><span style=\"font-weight: 400;\">FAQs are frequently extracted by search engines and generative AI platforms because they provide structured question-and-answer formatting. However, when FAQs vary across landing pages, blog posts, and documentation, inconsistency multiplies.<\/span><\/p><p><span style=\"font-weight: 400;\">An integrated FAQ bank should:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Store canonical answers in one location<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Standardize question phrasing<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Align definitions with brand positioning<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sync automatically with website schema<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">This integration improves featured snippet visibility and AI citation reliability.<\/span><\/p><p><span style=\"font-weight: 400;\">For enterprise brands, FAQ governance also reduces legal and compliance risks by ensuring that public responses align with official policy.<\/span><\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2266\" src=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Brand-Data-Lifecycle-Process-Chart-4.png\" alt=\"Brand Data Lifecycle Process Chart\" width=\"1823\" height=\"1016\" srcset=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Brand-Data-Lifecycle-Process-Chart-4.png 1823w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Brand-Data-Lifecycle-Process-Chart-4-300x167.png 300w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Brand-Data-Lifecycle-Process-Chart-4-1024x571.png 1024w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Brand-Data-Lifecycle-Process-Chart-4-768x428.png 768w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Brand-Data-Lifecycle-Process-Chart-4-1536x856.png 1536w\" sizes=\"(max-width: 1823px) 100vw, 1823px\" \/><\/p><h2><b>Syncing with website schema<\/b><\/h2><p><span style=\"font-weight: 400;\">Even the most robust AI fact library fails if it remains disconnected from structured data.<\/span><\/p><p><span style=\"font-weight: 400;\">Schema markup translates human-readable brand information into machine-readable signals. When your centralized knowledge base syncs with:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Organization schema<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Product schema<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">FAQPage schema<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Article schema<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">AI systems can more accurately extract verified information.<\/span><\/p><p><span style=\"font-weight: 400;\">This structured alignment strengthens entity recognition and increases the likelihood that generative engines reference your content.<\/span><\/p><p><span style=\"font-weight: 400;\">Synchronization strategy:<\/span><\/p><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Update the AI fact library.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reflect changes in website copy.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Update schema markup accordingly.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Revalidate through structured data testing tools.<\/span><\/li><\/ol><p><span style=\"font-weight: 400;\">Consistency across these layers reduces semantic drift and reinforces brand stability in AI-driven environments.<\/span><\/p><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2267\" src=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Powering-AI-with-Centralized-FAQs-5.png\" alt=\"Powering AI with Centralized FAQs\" width=\"2021\" height=\"1127\" srcset=\"https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Powering-AI-with-Centralized-FAQs-5.png 2021w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Powering-AI-with-Centralized-FAQs-5-300x167.png 300w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Powering-AI-with-Centralized-FAQs-5-1024x571.png 1024w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Powering-AI-with-Centralized-FAQs-5-768x428.png 768w, https:\/\/maulikmasrani.com\/blog\/wp-content\/uploads\/2026\/03\/Powering-AI-with-Centralized-FAQs-5-1536x857.png 1536w\" sizes=\"(max-width: 2021px) 100vw, 2021px\" \/><\/p><h2><b>FAQs<\/b><\/h2><h3><strong>What is an AI fact library?<\/strong><\/h3><p><span style=\"font-weight: 400;\">An AI fact library is a centralized, structured repository of verified brand information used to ensure consistent AI-generated outputs across search engines and generative platforms.<\/span><\/p><h3><strong>Why does brand inconsistency affect AI visibility?<\/strong><\/h3><p><span style=\"font-weight: 400;\">AI systems aggregate information from multiple sources. When messaging conflicts across platforms, algorithms produce inconsistent summaries, reducing authority and citation accuracy.<\/span><\/p><h3><strong>How often should an AI fact library be updated?<\/strong><\/h3><p><span style=\"font-weight: 400;\">It should be reviewed quarterly at a minimum, with immediate updates whenever product positioning, compliance details, or leadership information changes.<\/span><\/p><h3><strong>How does schema support an AI fact library?<\/strong><\/h3><p><span style=\"font-weight: 400;\">Schema markup converts structured brand information into machine-readable data, enabling search engines and generative systems to extract verified facts accurately.<\/span><\/p><h2><strong>Conclusion<\/strong><\/h2><p><span style=\"font-weight: 400;\">A centralized AI fact library is no longer optional for enterprises operating in AI-driven search environments. It ensures consistent messaging, protects brand authority, and reduces the risk of misinformation across generative platforms. By structuring, controlling, and syncing core brand data, businesses can maintain stability and strengthen long-term AI visibility with confidence.<br \/><br \/><\/span><\/p><p><span style=\"font-weight: 400;\">As AI systems increasingly shape discovery and decision-making, clarity becomes a competitive advantage. A unified brand data repository enables faster updates, stronger governance, and better alignment across teams. Over time, this structured approach builds trust with both algorithms and audiences.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>An AI fact library is a centralized, structured source of verified brand information that ensures consistent AI outputs across search engines, generative platforms, and digital channels. Without it, enterprises experience AI drift, messaging inconsistencies and data fragmentation.\u00a0 By building a controlled brand data repository and integrating it with schema, FAQs, and version control systems, companies [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2259,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2255","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-category"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/posts\/2255","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/comments?post=2255"}],"version-history":[{"count":27,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/posts\/2255\/revisions"}],"predecessor-version":[{"id":2288,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/posts\/2255\/revisions\/2288"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/media\/2259"}],"wp:attachment":[{"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/media?parent=2255"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/categories?post=2255"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/maulikmasrani.com\/blog\/wp-json\/wp\/v2\/tags?post=2255"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}