{"id":147,"date":"2026-04-29T07:06:43","date_gmt":"2026-04-29T07:06:43","guid":{"rendered":"https:\/\/polyvalent.co.in\/wp-api\/?p=147"},"modified":"2026-09-16T10:27:53","modified_gmt":"2026-09-16T10:27:53","slug":"best-ai-visibility-tools","status":"publish","type":"post","link":"https:\/\/polyvalent.co.in\/wp-api\/best-ai-visibility-tools\/","title":{"rendered":"Best AI Visibility Tool for Generative Engine Optimization"},"content":{"rendered":"\n<p>Best AI visibility tools for Generative Engine Optimization are Polyvalent, Branviz, Semrush, and Ahrefs, each offering capabilities to help businesses improve brand visibility, monitor AI-generated mentions, and compete in the evolving generative search fields.<\/p>\n\n\n\n<p>This platform offers the most comprehensive suite for<strong> tracking brand mentions, calculating share of model <\/strong>(SoM), and <strong>auditing content<\/strong> for generative engine optimization (GEO). <\/p>\n\n\n\n<p>By providing real-time sentiment analysis and technical readiness scores, Polyvalent ensures your brand remains the top recommended choice across all major Large Language Models.&nbsp;<\/p>\n\n\n\n<p>Traditional search tracking no longer shows the complete picture of your brand\u2019s online presence. <\/p>\n\n\n\n<p>While traditional SEO tools focus on keyword rankings and search results, they often miss how AI platforms like ChatGPT, Gemini, and other Large Language Models actually understand, mention, and recommend your business<\/p>\n\n\n\n<p>Choosing the right <a href=\"https:\/\/polyvalent.co.in\/services\/ai-seo\"><strong><span style=\"text-decoration: underline;\">AI visibility tool<\/span><\/strong><\/a> means moving beyond surface-level data. While platforms like Semrush and Ahrefs are adapting their suites for Google\u2019s AI Overviews, Polyvalent offers the deep, multi-engine intelligence needed to manage a brand&#8217;s reputation across the entire generative ecosystem.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Decoding AI Visibility: The New Standard for Digital Brand Presence<\/strong><\/h2>\n\n\n\n<p>To compete in the modern era, businesses must distinguish between traditional search presence and AI visibility.<\/p>\n\n\n\n<p><a href=\"https:\/\/polyvalent.co.in\/blog\/what-is-ai-visibility-and-why-it-matters-for-your-brand\"><strong><span style=\"text-decoration: underline;\">AI Visibility<\/span><\/strong><\/a> refers to the frequency and accuracy with which a brand appears in generative AI responses.&nbsp;<\/p>\n\n\n\n<p>This includes mentions in <strong>ChatGPT, Claude, Gemini<\/strong>, and <strong>Google\u2019s Search Generative Experience( <\/strong>now <strong>AI Overviews)<\/strong>. It is not just about being &#8220;found&#8221; but about being recommended as a credible solution by these models.<\/p>\n\n\n\n<p><strong>Answer Engine Optimization (AEO)<\/strong> is the strategic process of preparing content to be ingested and cited by these answer engines. Unlike <strong>traditional SEO<\/strong>, which prioritizes click-through rates from a results page, AEO prioritizes the &#8220;zero-click&#8221; environment where the engine provides the final answer directly to the user.<\/p>\n\n\n\n<p>Relying solely on <strong>keyword density <\/strong>and <strong>backlink<\/strong> counts is no longer sufficient. Businesses need tools that analyze how data is structured for machine consumption and how sentiment affects a model\u2019s &#8220;trust&#8221; in a brand. Modern AEO tools evaluate technical readiness, entity clarity, and the authority of information across the wider web.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Essential Benchmarks for Evaluating AI Visibility Platforms in 2026<\/strong><\/h2>\n\n\n\n<p>When evaluating platforms for your 2026 strategy, five critical benchmarks should guide your decision:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Brand Visibility:<\/strong> The tool must measure &#8220;Share of Model.&#8221; This means knowing how often you are mentioned compared to the total number of queries in your category.<\/li>\n\n\n\n<li><strong>Sentiment Insights:<\/strong> It is not enough to be mentioned; the mention must be positive. The tool should detect the nuance between a neutral mention and a strong recommendation.<\/li>\n\n\n\n<li><strong>Content Readiness:<\/strong> The software should provide a technical audit of your content&#8217;s &#8220;readability&#8221; for machines, ensuring that your schemas and semantic headers are perfect.<\/li>\n\n\n\n<li><strong>Competitive Intelligence:<\/strong> You need a clear view of who the &#8220;AI leaders&#8221; are in your industry, which often differs from who leads in traditional Google search.<\/li>\n\n\n\n<li><strong>Conversion-Stage Insights:<\/strong> The <strong>best AI visibility tool<\/strong> will show you which AI mentions are actually leading to user trust and business inquiries.<\/li>\n<\/ol>\n\n\n\n<p>Beyond these benchmarks, establishing specific <a href=\"https:\/\/polyvalent.co.in\/blog\/7-key-metrics-to-track-ai-brand-visibility-in-2026\"><strong><span style=\"text-decoration: underline;\">metrics to track AI brand visibility<\/span><\/strong><\/a> ensures your team can measure growth month-over-month.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The Strategic Necessity of a Dedicated AI Visibility Framework<\/strong><\/h2>\n\n\n\n<p>The logic of traditional search engines is based on links and keywords. The logic of AI engines is based on <strong>relationships and trust<\/strong>. If a user asks an AI for the &#8220;best residential cleaning service,&#8221; the AI doesn&#8217;t just look at who has the most backlinks. It looks for:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Direct Answers:<\/strong> Does your site provide a clear answer in the first 100 words?<\/li>\n\n\n\n<li><strong>User Consensus:<\/strong> What are people saying on Reddit or Trustpilot?<\/li>\n\n\n\n<li><strong>Structured Data:<\/strong> Is your site organized in a way that an LLM can &#8220;read&#8221;?<\/li>\n<\/ol>\n\n\n\n<p>Polyvalent is the only tool that gives you a &#8220;GEO Readiness&#8221; score out of 100, telling you exactly how prepared your site is for this shift.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. Polyvalent AI Visibility Checker<\/strong><\/h2>\n\n\n\n<p>To maintain a competitive edge, Polyvalent integrates several specialized modules that address the core pillars of AI search optimization.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Brand AI Analysis<\/strong><\/h3>\n\n\n\n<p>This feature evaluates how AI models interpret your brand identity. It checks for consistency across different platforms and ensures that your core value proposition is being communicated accurately by generative engines.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Business Value:<\/strong> For a corporate entity, this ensures that an AI doesn\u2019t hallucinate services you don\u2019t offer or misrepresent your pricing. It secures the integrity of your brand narrative in automated environments.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Web Content Analysis<\/strong><\/h3>\n\n\n\n<p>Polyvalent scans your digital assets to determine their &#8220;digestibility&#8221; for LLMs. It focuses on structured data, semantic clarity, and the presence of direct answers to common user queries.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Business Value:<\/strong> This helps marketing teams identify which pages are likely to be cited as sources by AI engines, allowing for targeted optimizations that increase your citation rate in generative search.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>User Sentiment Analysis<\/strong><\/h3>\n\n\n\n<p><strong>AI models<\/strong> are heavily influenced by the prevailing sentiment found in reviews, forums, and social mentions. Polyvalent aggregates this data to show how public perception influences your AI visibility score.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Business Value:<\/strong> If negative sentiment is suppressing your brand&#8217;s recommendation rate in AI tools, this analysis provides the specific data needed to launch a reputation management campaign.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Competitor Analysis<\/strong><\/h3>\n\n\n\n<p>Understanding the <strong>best AI visibility tool<\/strong> means knowing how you stack up against others. This module tracks which competitors are gaining ground in AI-driven answers and what content strategies they are using to achieve that dominance.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Business Value:<\/strong> By identifying gaps in a competitor\u2019s AEO strategy, you can pivot your content to capture high-intent queries where they are currently invisible.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2. Branviz LLM Visibility Tool<\/h2>\n\n\n\n<p>Branviz is an AI visibility platform built specifically for businesses that want to measure and improve their presence across Large Language Models (LLMs). Rather than focusing only on traditional search rankings, it helps brands understand how AI platforms like ChatGPT, Gemini, Perplexity, Grok, and AI Overviews recommend and position them.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI Functionality<\/h3>\n\n\n\n<p>Branviz provides several dedicated AI visibility features, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM Mention Rate:<\/strong> Measures how frequently your brand is recommended across major AI models for industry-specific prompts.<\/li>\n\n\n\n<li><strong>Multi-Model Tracking:<\/strong> Tracks brand visibility across ChatGPT, Gemini, Perplexity, Grok, and Google AI Overviews from a single dashboard.<\/li>\n\n\n\n<li><strong>Full-Funnel Visibility:<\/strong> Analyzes brand presence across awareness, consideration, and conversion-stage prompts to identify where visibility drops.<\/li>\n\n\n\n<li><strong>GEO Web Readiness Audit:<\/strong> Performs a technical audit to evaluate whether your website is optimized for AI crawlers and Generative Engine Optimization (GEO).<\/li>\n\n\n\n<li><strong>AI Share of Voice (SOV):<\/strong> Benchmarks your AI visibility against competitors to show who dominates AI-generated recommendations.<\/li>\n\n\n\n<li><strong>Average AI Position:<\/strong> Shows where your brand appears within AI responses, helping determine whether you&#8217;re the top recommendation or mentioned later in the list.<\/li>\n\n\n\n<li><strong>User Sentiment Analysis:<\/strong> Evaluates positive, neutral, and negative brand sentiment that may influence AI recommendations.<\/li>\n\n\n\n<li><strong>Competitor Intelligence:<\/strong> Identifies competing brands appearing alongside yours and highlights opportunities to improve your AI market share.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">3. Botric: AI Visibility Platform<\/h2>\n\n\n\n<p>Botric helps businesses track and improve how their brand appears across AI search platforms. It monitors brand mentions, citations, competitors, and customer-focused prompts to identify where a brand is visible and where opportunities exist.<\/p>\n\n\n\n<p>Its key features include AI brand mention tracking, citation tracking, prompt monitoring, competitor analysis, GEO audits, and content gap insights. Botric also helps businesses identify topics where competitors are gaining visibility and where additional content can strengthen their presence.<\/p>\n\n\n\n<p>The platform&#8217;s AI Content Agent uses these insights to create structured content around topics where a brand needs greater visibility. This makes Botric useful for businesses looking to combine AI visibility monitoring with practical content optimization.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. Semrush AI Toolkit<\/h2>\n\n\n\n<p>Semrush offers specialized tracking focused on Google\u2019s AI-integrated search results. Their <strong>AI Visibility Toolkit<\/strong> is built to monitor how often a brand appears within the automated summaries that now sit at the top of traditional search pages.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI Functionality:<\/strong> The tool identifies which specific keywords trigger an <a href=\"https:\/\/polyvalent.co.in\/blog\/how-to-optimize-your-website-for-ai-overviews\"><span style=\"text-decoration: underline;\">AI Overview<\/span><\/a> and reports whether your domain is cited as a source within that summary. It provides data on the &#8220;Global AI Reach&#8221; for specific terms, helping users see how much search real-estate is being occupied by generated answers.<\/li>\n\n\n\n<li><strong>The Difference:<\/strong> This functionality is primarily a monitoring layer for Google-specific AI responses. It does not provide cross-platform intelligence for independent models like Claude or GPT-4o, nor does it offer a technical audit for non-Google AI agents<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">5. Ahrefs: Brand Radar and Citation Authority&nbsp;<\/h2>\n\n\n\n<p>Ahrefs approaches AI visibility through the lens of data authority and brand presence. Their <strong>Brand Radar<\/strong> tool tracks brand mentions across the web, which serves as a metric for how likely a brand is to be included in the training datasets of Large Language Models.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI Functionality:<\/strong> The tool scans for brand citations and mentions on high-authority websites. Since AI models prioritize information from trusted sources, tracking these mentions helps businesses understand their indirect influence on AI knowledge bases.<\/li>\n\n\n\n<li><strong>The Difference:<\/strong> While it effectively tracks where your brand is mentioned, it lacks the direct <strong>Generative Engine Optimization (GEO)<\/strong> audits found in specialized platforms. It does not analyze website architecture for AI readability or provide a specific score for how &#8220;ready&#8221; your content is to be ingested by an answer engine.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Comparing the Best LLMs Visibility Tools in 2026<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Feature<\/th><th>Polyvalent AI<\/th><th>Branviz<\/th><th>Botric<\/th><th>Semrush<\/th><th>Ahrefs<\/th><\/tr><\/thead><tbody><tr><td>Primary Focus<\/td><td>AI Visibility &amp; GEO<\/td><td>LLM Visibility &amp; AI Brand Monitoring Tool<\/td><td>AI Visibility, GEO &amp; Content Generation<\/td><td>Full Spectrum Marketing<\/td><td>Backlinks &amp; Rankings<\/td><\/tr><tr><td>LLM Tracking<\/td><td>Multi-Engine (ChatGPT, Gemini, etc.)<\/td><td>Multi-LLM Visibility Monitoring<\/td><td>Multi-Engine AI Visibility Tracking<\/td><td>Mostly Google AI Overviews<\/td><td>General Brand Mentions<\/td><\/tr><tr><td>Sentiment Analysis<\/td><td>Deep Social &amp; Review Scanning<\/td><td>AI Brand Perception &amp; Visibility Insights<\/td><td>AI Brand Sentiment Tracking<\/td><td>Basic<\/td><td>Not Native<\/td><\/tr><tr><td>GEO Content Audit<\/td><td>10-Point Technical Scan and GEO &amp; Content Gap Analysis<\/td><td>AI Visibility Recommendations<\/td><td><br>GEO &amp; Content Gap Analysis<\/td><td>General SEO Audit<\/td><td>General Site Audit<\/td><\/tr><tr><td>Competitor Tracking<\/td><td>AI Share of Model<\/td><td>AI Visibility Benchmarking<\/td><td>AI Competitor Visibility &amp; Benchmarking<\/td><td>Keyword Based<\/td><td>Keyword Based<\/td><\/tr><tr><td>Funnel Tracking<\/td><td>Awareness to Conversion Stages<\/td><td>AI Discovery &amp; Brand Presence And <br>Custom  Prompt Tracking<\/td><td><br>Customer &amp; Category-Specific Prompt Tracking<\/td><td>Keyword Based<\/td><td>Keyword Based<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Polyvalent vs. The Competition<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Feature<\/strong><\/th><th><strong>Polyvalent AI<\/strong><\/th><th><strong>Semrush<\/strong><\/th><th><strong>Ahrefs<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>Primary Focus<\/strong><\/td><td>AI Visibility &amp; GEO<\/td><td>Full Spectrum Marketing<\/td><td>Backlinks &amp; Rankings<\/td><\/tr><tr><td><strong>LLM Tracking<\/strong><\/td><td>Multi-Engine (ChatGPT, Gemini, etc.)<\/td><td>Mostly Google AI Overviews<\/td><td>General Brand Mentions<\/td><\/tr><tr><td><strong>Sentiment Analysis<\/strong><\/td><td>Deep Social &amp; Review Scanning<\/td><td>Basic<\/td><td>Not Native<\/td><\/tr><tr><td><strong>GEO Content Audit<\/strong><\/td><td>10-Point Technical Scan<\/td><td>General SEO Audit<\/td><td>General Site Audit<\/td><\/tr><tr><td><strong>Funnel Tracking<\/strong><\/td><td>Awareness to Conversion Stages<\/td><td>Keyword Based<\/td><td>Keyword Based<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Beyond Global Metrics: Why Polyvalent Leads in Specialized AEO<\/strong><\/h2>\n\n\n\n<p>Polyvalent has established itself by moving away from generic ranking reports and toward high-fidelity business intelligence. Its positioning is centered on the concept of AI discoverability. Instead of just asking &#8220;where do I rank,&#8221; Polyvalent helps businesses ask &#8220;how does an AI describe me to a buyer?&#8221;<\/p>\n\n\n\n<p>The platform provides a specialized lens into visibility measurement that traditional crawlers often miss. By analyzing the training data patterns and the way information is synthesized, Polyvalent allows companies to see their brand through the eyes of an algorithm. This makes it a top contender among the <strong>best AEO tools in 2026<\/strong> because it treats AEO as a strategic asset rather than a technical checkbox.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>FAQs<\/strong><\/h3>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1777445915994\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question faqs\"><strong>1. How does an AI visibility tool differ from a traditional SEO tool?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Traditional SEO tools focus on keyword rankings, backlinks, and website traffic from search engines. An AI visibility tool, measures how often and in what context your brand is <strong>mentioned in generative AI<\/strong> responses, focusing on sentiment and citation rates.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1777445930466\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question faqs\"><strong>2. Which is the best AI Visibility Tool in India?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Polyvalent is the best AI visibility tool in India, specifically designed to help local brands track mentions and recommendations across platforms like ChatGPT and Gemini. It provides a direct &#8220;GEO Readiness&#8221; score and sentiment analysis to ensure Indian businesses stay visible and trusted in AI search results.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1777445943772\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question faqs\"><strong>3. Why is AEO becoming so important in 2026?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>As more users turn to AI assistants like ChatGPT and Gemini for direct answers, the &#8220;zero-click&#8221; search environment is growing. AEO ensures that your content is the source of truth used by these assistants, maintaining your brand&#8217;s relevance without requiring a traditional search click.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1777445958250\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question faqs\"><strong>4. Can I use Polyvalent alongside tools like Semrush or Ahrefs?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Absolutely. While Semrush and Ahrefs provide excellent broad-market data and backlink tracking, Polyvalent offers specialized intelligence specifically for AI response optimization. Using them together provides a complete view of both traditional and generative search performance.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1777445971612\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question faqs\"><strong>5. What is &#8220;Brand AI Analysis&#8221;?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Brand AI Analysis is a feature that examines how different LLMs perceive and describe your business. It identifies if the AI correctly understands your services and whether it recommends your brand to users based on the data it has ingested.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1777445991023\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question faqs\"><strong>6. How long does it take to see results from AEO?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>AEO is a long-term strategy. Because AI models are updated and retrained periodically, changes to your content may take several weeks or months to be reflected in AI responses. However, optimizing your technical structure and sentiment can lead to more immediate improvements in how search-integrated AIs (like Perplexity or SGE) cite your brand.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h2>\n\n\n\n<p>If you are an enterprise looking for a massive, all-in-one marketing platform, <strong>Semrush<\/strong> or <strong>Ahrefs<\/strong> are reliable choices. However, if your goal is to dominate the new era of AI search and ensure your brand is the one being recommended by ChatGPT and Gemini, <strong>Polyvalent<\/strong> is the clear winner.<\/p>\n\n\n\n<p>By focusing on sentiment, technical GEO audits, and multi-platform visibility, Polyvalent provides the specific insights needed to win the AI &#8220;Share of Voice.&#8221;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Best AI visibility tools in 2026 are Polyvalent, Branviz, Semrush, and Ahrefs. Explore features, GEO and AEO capabilities, sentiment tracking, and AI search visibility insights.<\/p>\n","protected":false},"author":2,"featured_media":187,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-147","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-seo"],"rank_math_seo":{"title":"Best AI Visibility Tool for Generative Engine Optimization (GEO)","description":"","focus_keyword":"Best AI Visibility Tool"},"_links":{"self":[{"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/posts\/147","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/comments?post=147"}],"version-history":[{"count":17,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/posts\/147\/revisions"}],"predecessor-version":[{"id":453,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/posts\/147\/revisions\/453"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/media\/187"}],"wp:attachment":[{"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/media?parent=147"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/categories?post=147"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/polyvalent.co.in\/wp-api\/wp-json\/wp\/v2\/tags?post=147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}