{"id":855,"date":"2026-02-18T11:07:24","date_gmt":"2026-02-18T11:07:24","guid":{"rendered":"https:\/\/www.authorityrank.app\/magazine\/the-zero-click-b2b-playbook-how-93-of-ai-searches-end-without-a-website-visit\/"},"modified":"2026-03-13T14:35:33","modified_gmt":"2026-03-13T14:35:33","slug":"the-zero-click-b2b-playbook-how-93-of-ai-searches-end-without-a-website-visit","status":"publish","type":"post","link":"https:\/\/www.authorityrank.app\/magazine\/the-zero-click-b2b-playbook-how-93-of-ai-searches-end-without-a-website-visit\/","title":{"rendered":"The Zero-Click B2B Playbook: How 93% of AI Searches End Without a Website Visit"},"content":{"rendered":"<blockquote>\n<p><strong>Key Strategic Insights:<\/strong><\/p>\n<ul>\n<li><strong>93% of AI search sessions end without visiting any website<\/strong> \u2014 if you&#8217;re not cited in the answer, you don&#8217;t exist in the buyer&#8217;s consideration set (Semrush, 2025)<\/li>\n<li>The &#8220;magic triangle&#8221; of resonant content + automated outreach + retargeting drives <strong>$6.6M ARR with only 3 people<\/strong> \u2014 but only when founder authority replaces traditional demand generation<\/li>\n<li>AI chat support now handles <strong>99.7% of customer interactions<\/strong> at $3,500\/month \u2014 the equivalent cost of one support agent working 8 hours per week<\/li>\n<\/ul>\n<\/blockquote>\n<p><strong>$6.6 million in annual recurring revenue. Three full-time employees. Zero traditional sales team.<\/strong> When RB2B launched <strong>19 months ago<\/strong>, the playbook that built it didn&#8217;t exist in any marketing textbook. The company&#8217;s growth trajectory reveals a fundamental shift in B2B go-to-market strategy: <strong>organic social authority now generates cheaper attention than any paid channel<\/strong>, and AI automation has compressed what used to require 15-person teams into systems managed by a single operator.<br \/>\nThe data confirms what early adopters already know. <strong>Zero-click searches hit 65% by mid-2025<\/strong> \u2014 for every 1,000 Google searches, only 360 clicks reach the open web (SparkToro\/Similarweb, 2025). Traditional demand generation strategies built on driving traffic to landing pages are collapsing. The new model? Build authority where decisions happen: in AI-generated answers, LinkedIn feeds, and conversational interfaces that never send users to your website.<\/p>\n<h2>\nThe Attention Economy Infrastructure: Why Founder-Led Content Beats Paid Acquisition<br \/>\n<\/h2>\n<p>\nThe &#8220;magic triangle&#8221; framework that powers modern B2B growth combines three elements: <strong>resonant content + outreach + retargeting<\/strong>. But the sequence matters. Companies spending $50,000+ monthly on paid ads without established thought leadership are burning capital. <strong>The attention must exist before the retargeting pixel fires.<\/strong><br \/>\nAdam Robinson&#8217;s LinkedIn strategy demonstrates the economics. His content operation costs <strong>$12,000 per month<\/strong> for a strategist who works with 10-15 B2B CEOs, manages content calendars, and tightens messaging. The output: <strong>600,000 monthly impressions<\/strong> on LinkedIn, down from 1 million a year ago as the algorithm shifted, but still generating the majority of RB2B&#8217;s pipeline. The strategist doesn&#8217;t write posts \u2014 he provides idea generation, maintains thematic consistency, and ensures the founder&#8217;s voice remains authentic.<br \/>\n<strong>Strategic Bottom Line:<\/strong> For B2B companies under $10M ARR selling to audiences active on LinkedIn, a $12K\/month content strategist delivers better ROI than a $100K\/month paid media budget \u2014 but only if the founder commits to authentic, non-promotional thought leadership that builds genuine audience relationships.<\/p>\n<div>\n<\/p>\n<div>\n<\/p>\n<div>\n<br \/>\n <span>\u2605<\/span><\/p>\n<\/div>\n<p><\/p>\n<p><strong>Brands cited in AI Overviews earn 35% more organic clicks than those not cited. (BrightEdge, 2025)<\/strong> AuthorityRank turns top YouTube experts into your branded blog content \u2014 automatically.<\/p>\n<p><\/p>\n<\/div>\n<p>\n <a href=\"https:\/\/authorityrank.app\" target=\"_blank\" rel=\"noopener noreferrer\">Try Free \u2192<\/a><\/p>\n<\/div>\n<h2>\nThe Cold Email Renaissance: Infrastructure-First Outreach at Scale<br \/>\n<\/h2>\n<p>\nCold email isn&#8217;t dead \u2014 amateur cold email is dead. The difference lies in infrastructure sophistication. RB2B sends <strong>50,000 emails per month<\/strong> through Taylor Harren&#8217;s sales automation system, which manages domain rotation, inbox warming, and deliverability monitoring. The critical innovation: <strong>backup domain packages sitting warmed and ready<\/strong> to deploy the moment primary domains show degradation signals.<br \/>\nThe economics shift when you view cold email as an awareness channel rather than pure direct response. Single Grain sends <strong>400,000 emails monthly<\/strong> using the same infrastructure provider, pairing outbound with gift card incentives \u2014 <strong>$100 Amazon cards<\/strong> that convert because they&#8217;re attached to genuine value propositions, not generic &#8220;let&#8217;s chat&#8221; requests. This month, they&#8217;re closing 1-2 actual deals from outbound, a channel that historically produced zero pipeline for their services business.<\/p>\n<table>\n<thead>\n<tr>\n<th>Approach<\/th>\n<th>Volume<\/th>\n<th>Infrastructure<\/th>\n<th>Primary Goal<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>DIY (Instantly\/Smartlead)<\/strong><\/td>\n<td>10K-20K\/month<\/td>\n<td>Manual domain management, high burnout risk<\/td>\n<td>Direct response<\/td>\n<\/tr>\n<tr>\n<td><strong>Managed Infrastructure<\/strong><\/td>\n<td>50K-400K\/month<\/td>\n<td>Automated rotation, backup domains, continuous warming<\/td>\n<td>Awareness + response<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\nThe copy strategy matters as much as infrastructure. The highest-performing emails contain <strong>clear, concise descriptions of specific functionality<\/strong> \u2014 not vague value propositions. When someone asks about RB2B pricing, the AI chatbot (trained on support documentation) provides exact answers. When high-traffic websites request quotes, the system explains that resolution tracking varies by implementation, not that &#8220;we identify 40% of US traffic.&#8221; Precision beats persuasion.<br \/>\n<strong>Strategic Bottom Line:<\/strong> Cold email works when you treat it as a multi-touch awareness channel with professional infrastructure, not a one-shot conversion tactic \u2014 expect awareness lift across your funnel, not just reply rates.<\/p>\n<h2>\nThe YouTube Authority Shift: From Interview Content to Strategic SEO Assets<br \/>\n<\/h2>\n<p>\nMost B2B founders approach YouTube wrong. They record <strong>60-90 minute interview episodes<\/strong>, hire an editor, and wonder why <strong>600-700K views<\/strong> don&#8217;t translate to qualified pipeline. The content attracts the wrong audience \u2014 people interested in personal finance, lifestyle optimization, or general business advice, not buyers of the core product.<br \/>\nThe breakthrough came when a YouTube-native editor asked a single question: <strong>&#8220;What&#8217;s your goal for this channel?&#8221;<\/strong> The answer \u2014 &#8220;qualified visitors to RB2B&#8217;s website&#8221; \u2014 revealed the mismatch. Interview content optimized for broad appeal doesn&#8217;t drive product-qualified leads. The solution: <strong>YouTube videos architected like YouTube videos<\/strong>, not repurposed webinar recordings.<br \/>\nThe new format follows a strict structure. The editor writes full scripts addressing <strong>tangential problems the ICP experiences<\/strong>, then dedicates <strong>30% of the video to direct product promotion<\/strong>. This isn&#8217;t subtle native advertising \u2014 it&#8217;s explicit: &#8220;Here&#8217;s how RB2B solves this exact problem.&#8221; The first 10 seconds must deliver on the thumbnail promise and open a curiosity loop. The intro and outro run on teleprompter. The middle sections use bullet points for authentic delivery.<br \/>\nResults: videos now average <strong>thousands of views with strong retention<\/strong>, and the audience consists of early-stage SaaS founders \u2014 the exact buyer profile. The production time: <strong>45 minutes to 1 hour per week<\/strong>. The editor provides a Gamma presentation with Loom walkthrough, the founder records in Riverside, and the editor handles all post-production.<br \/>\n<strong>Strategic Bottom Line:<\/strong> YouTube converts B2B buyers when you abandon interview formats for scripted, problem-solution videos that explicitly promote your product to a niche audience \u2014 broad reach with wrong audience generates vanity metrics, not revenue.<\/p>\n<h2>\nAI Infrastructure: The $3,500 Support Team That Never Sleeps<br \/>\n<\/h2>\n<p>\nRB2B engineered its entire product around a radical constraint: <strong>AI chatbots must handle 100% of customer interaction<\/strong>. The company deliberately limited features and functionality so conversational AI could manage onboarding, troubleshooting, and retention without human intervention. The result: <strong>0.3% human involvement in support<\/strong> for a business serving thousands of active users.<br \/>\nThe infrastructure uses two tools. <strong>Intercom&#8217;s Finn agent<\/strong> handles support tickets, trained on <strong>two years of documentation<\/strong> created by a single operator answering every possible customer question. The training material depth matters more than the AI sophistication \u2014 Finn works because the knowledge base is exhaustive, not because the model is advanced. The company resolves <strong>400-500 tickets monthly<\/strong> with this system.<br \/>\nOn the website front end, <strong>Deli provides a founder clone<\/strong> for <strong>$99\/month<\/strong>. The AI initially trained on all LinkedIn posts, YouTube videos, and podcast appearances, but that created accuracy problems \u2014 it would reference Clay credits when asked about RB2B pricing. The solution: train exclusively on product support documentation. Voice authenticity decreased, but information accuracy improved, and that&#8217;s what converts visitors.<br \/>\nThe economics are striking. Intercom costs <strong>$3,500\/month<\/strong> for RB2B, inflated because the platform charges per contact and the free tier attracts <strong>11,000 active users<\/strong>. Even at that price point, the annual cost of <strong>$42,000<\/strong> replaces what would require multiple support agents working around the clock, 365 days per year. The alternative \u2014 a service using Indonesian workers at $1\/hour to manually look up answers \u2014 proved &#8220;absolutely horrible&#8221; compared to modern AI agents.<br \/>\n<strong>Strategic Bottom Line:<\/strong> Build your product around AI capabilities rather than trying to retrofit AI into complex products \u2014 the companies winning with AI support designed simplicity into their core offering from day one.<\/p>\n<h2>\nLinkedIn Ads Strategy: Thought Leadership Amplification, Not Lead Generation<br \/>\n<\/h2>\n<p>\nThe LinkedIn ads playbook for B2B has collapsed into two viable tactics: <strong>thought leadership ads<\/strong> and <strong>retargeting<\/strong>. Everything else produces $78 cost-per-free-signup with <strong>10% script installation rates<\/strong> \u2014 economics that don&#8217;t work for premium PLG products at <strong>$200\/month with 14-month average lifetime<\/strong>.<br \/>\nThought leadership ads work differently than traditional sponsored content. They amplify existing organic posts from the founder&#8217;s profile, putting authentic content in front of cold audiences. The key: the ads don&#8217;t mention the product. They discuss early-stage SaaS growth tactics, share revenue data, or analyze go-to-market strategies. The audience interested in that content <em>happens to be<\/em> potential RB2B buyers, but the content itself provides standalone value.<br \/>\nFor account-based marketing targeting enterprise accounts, personalized LinkedIn ads paired with <strong>personalized landing pages<\/strong> generate pipeline that traditional display advertising cannot. Single Grain&#8217;s internal product, Carrot, demonstrates the model: identify stuck pipeline opportunities, serve them customized creative, and drive them to pages that reference their specific company and use case. This works for enterprise deals where <strong>$35,000 monthly recurring revenue<\/strong> justifies the production cost.<br \/>\nThe retargeting layer runs across LinkedIn and Meta, spending approximately <strong>$12,000 monthly total<\/strong> for a $6.6M ARR business. The creative: founder selfie videos following the Russell Brunson &#8220;who, what, why, how&#8221; script. <strong>&#8220;Hey, it&#8217;s Adam Robinson. RB2B identifies 70-80% of your web traffic. You can get started for free today. Click the link below.&#8221;<\/strong> The attribution looks terrible in analytics \u2014 clickthrough to paid customer conversion appears inefficient. But the retargeting assists conversions that attribution models miss, customers who see the ad, remember the brand, and convert through organic search later.<br \/>\n<strong>Strategic Bottom Line:<\/strong> Treat LinkedIn ads as audience amplification for founder thought leadership and retargeting for warm traffic \u2014 direct response lead generation from cold LinkedIn audiences produces unsustainable CAC for most B2B products.<\/p>\n<div>\n<\/p>\n<p>The Authority Revolution<\/p>\n<p><\/p>\n<h3>\nGoodbye <span>SEO<\/span>. Hello <span>AEO<\/span>.<br \/>\n<\/h3>\n<p><\/p>\n<p>By mid-2025, zero-click searches hit 65% \u2014 for every 1,000 Google searches, only 360 clicks go to the open web. (SparkToro\/Similarweb, 2025) AuthorityRank makes sure that when AI picks an answer \u2014 that answer is <strong>you<\/strong>.<\/p>\n<p>\n <a href=\"https:\/\/authorityrank.app\" target=\"_blank\" rel=\"noopener noreferrer\">Claim Your Authority \u2192<\/a><\/p>\n<div>\n<br \/>\n <span>\u2713 Free trial<\/span><br \/>\n <span>\u2713 No credit card<\/span><br \/>\n <span>\u2713 Cancel anytime<\/span><\/p>\n<\/div>\n<\/div>\n<h2>\nContent Production Economics: The $22K Monthly Investment Debate<br \/>\n<\/h2>\n<p>\nSingle Grain spends <strong>$22,000 monthly<\/strong> on organic social content production. The CFO challenges the spend. The COO questions attribution. The CEO defends it based on customer lifetime value patterns: <strong>the longest-tenured, highest-paying customers all discovered the agency through Marketing School or Leveling Up content<\/strong>. One upcoming contract will add <strong>$35,000 in monthly recurring revenue<\/strong> \u2014 the marketing manager is a superfan who consumed content for months before reaching out.<br \/>\nThe infrastructure includes editors, strategists, thumbnail designers, and ghostwriters. For LinkedIn, a <strong>$12K\/month strategist<\/strong> who works with top B2B voices provides idea generation and message tightening. For YouTube, an editor charges approximately <strong>$1,000 per video<\/strong> for full production. For short-form content, an agency provides scripts based on high-performing past videos. The founder records in studio, the agency edits, and the content distributes across platforms.<br \/>\nThe attribution problem persists. Procter &#038; Gamble reached out after &#8220;googling and doing AI research&#8221; \u2014 they found Single Grain repeatedly in searches for health and wellness marketing agencies (ironic, since the agency focuses on B2B SaaS). Hugo Boss&#8217;s strategic sourcing manager discovered them through similar AI-powered research. These enterprise deals don&#8217;t show up in Google Analytics as &#8220;organic social conversions&#8221; \u2014 they appear as direct traffic or branded search.<br \/>\nThe ROI calculation shifts when you measure <strong>customer quality, not just quantity<\/strong>. Marketing School fans stay longer, pay more, and refer other clients. They arrive pre-sold on the agency&#8217;s expertise. The sales cycle compresses because they&#8217;ve consumed <strong>dozens of hours of content<\/strong> before the first conversation. One client spent time on the toilet watching videos, then became an enterprise customer. The founder doesn&#8217;t know why the client shared that detail, but the conversion validated the content investment.<br \/>\n<strong>Strategic Bottom Line:<\/strong> Organic content costs should be evaluated as brand investment with long attribution windows, not direct response marketing with immediate ROI \u2014 the highest-value customers often consume content for 6-12 months before converting.<\/p>\n<h2>\nThe AI Writing Workflow: How to Use ChatGPT Without Sounding Like ChatGPT<br \/>\n<\/h2>\n<p>\nThe best framework for AI-assisted writing comes from a conversation between Greg Isenberg and Nick Case: <strong>use AI as an editor and idea generator, not as the writer<\/strong>. Traditional writing rooms worked through a process \u2014 journalists pitched ideas to editors, editors selected the best concepts, journalists delivered the core points, then wrote the final piece. AI should fill the editor role, not the journalist role.<br \/>\nThe workflow starts with idea generation. Feed the AI your topic and goal, then request <strong>10 hook variations<\/strong>. The hook determines whether anyone reads the post \u2014 social media users decide value in milliseconds by scanning the opening line and the page structure. AI excels at generating hooks because it can rapidly test multiple angles, tones, and formats. Pick the strongest hook, then ask AI to outline <strong>three main supporting points<\/strong>.<br \/>\nAt this stage, you write the actual post yourself. The AI provided the architecture \u2014 the hook and the structural outline \u2014 but the prose must be authentically yours. This approach produces <strong>great posts 8 out of 10 times<\/strong> instead of 2 out of 10 times when you start from scratch. The discipline requires breaking old habits. Most creators want to just start writing, but the cold start problem wastes time and produces weaker content.<br \/>\nFor founders managing multiple content formats, AI workflow tools like <strong>Stanley<\/strong> (built by the founder of Stan, backed by Gary Vaynerchuk and Steven Bartlett) analyze what&#8217;s performing across platforms and draft posts in your voice. One test: a LinkedIn post generated by Stanley with minimal editing achieved <strong>60,000 views on LinkedIn and 160,000 views on Twitter<\/strong>. The AI isn&#8217;t perfect \u2014 human editing remains essential \u2014 but it&#8217;s increasingly difficult to distinguish AI-assisted content from purely human-written content.<br \/>\nThe future state arrives faster than most expect. <strong>95% of content will be AI-generated within five years<\/strong>, and the gap between AI-assisted and human-written will disappear entirely. The competitive advantage shifts from writing ability to editorial judgment \u2014 knowing which AI-generated drafts to publish, which to heavily edit, and which to discard.<br \/>\n<strong>Strategic Bottom Line:<\/strong> Use AI to solve the cold start problem and generate structural options, but write the final content yourself \u2014 AI should be your editor and brainstorming partner, not your ghostwriter.<\/p>\n<h2>\nEvent Strategy: The Dinner Table Converts Better Than the Conference Stage<br \/>\n<\/h2>\n<p>\nSpeaking at conferences generates awareness. Hosting intimate dinners generates customers. When Single Grain&#8217;s founder speaks at an event, he simultaneously runs a <strong>mini-event: a 10-20 person dinner<\/strong> for senior marketing managers or enterprise prospects. The sales cycle for enterprise deals runs <strong>1-3 years<\/strong>, but the relationship starts at that dinner table.<br \/>\nThe ROI doesn&#8217;t appear in quarterly reports. An attendee might not buy immediately, but they remember the conversation. They might change companies and bring the relationship with them. They might recommend the agency to their network. One recent example: a strategic sourcing manager from a major consumer brand reached out after finding Single Grain through AI-powered research, but the initial touchpoint likely came from an event interaction months or years earlier.<br \/>\nLive events work because they compress relationship-building time. A <strong>2-hour dinner creates more trust than 20 LinkedIn exchanges<\/strong>. The format matters \u2014 webinars feel transactional, dinners feel collegial. The guest list matters \u2014 10 qualified prospects generate more pipeline than 100 random attendees. The follow-up matters \u2014 the dinner is the start of the relationship, not the conversion event.<br \/>\nThe livestream format represents a middle ground between scalability and intimacy. Robinson and Siu&#8217;s conversation about the B2B playbook reached hundreds of viewers in real-time, with audience questions integrated into the discussion. The format allows founders to be authentic \u2014 discussing HVAC problems, sharing revenue dashboards, admitting mistakes \u2014 in ways that scripted webinars don&#8217;t permit. <strong>Streamers generate more audience affinity than short-form creators<\/strong> because the time investment builds deeper relationships.<br \/>\n<strong>Strategic Bottom Line:<\/strong> Pair conference speaking with intimate dinners for qualified prospects \u2014 the stage builds awareness, the dinner table builds relationships that convert 12-24 months later.<\/p>\n<h2>\nSummary: The Zero-Click B2B Playbook<br \/>\n<\/h2>\n<p>\nThe modern B2B growth engine runs on founder authority, AI infrastructure, and multi-channel presence. <strong>Organic social content generates cheaper attention than any paid channel<\/strong> when the founder commits to authentic, non-promotional thought leadership. Cold email works at scale when professional infrastructure manages domain rotation and deliverability. YouTube converts when you abandon interview formats for scripted problem-solution videos that explicitly promote your product.<br \/>\nAI enables one-person operations to deliver enterprise-grade support through tools like Intercom&#8217;s Finn and conversational interfaces like Deli. LinkedIn ads work for thought leadership amplification and retargeting, not cold lead generation. Content production costs should be evaluated as brand investment with long attribution windows. AI assists writing best when it generates hooks and structure while humans write the final prose. Events convert when you host intimate dinners alongside conference speaking.<br \/>\nThe companies winning in the zero-click era don&#8217;t optimize for website traffic \u2014 they optimize for <strong>citation in AI-generated answers, presence in LinkedIn feeds, and authority in conversational interfaces<\/strong>. When 93% of AI searches end without a website visit, your content strategy must focus on being the answer AI systems cite, not the link users click. Build the infrastructure now, because the attention economy rewards those who establish authority before their competitors recognize the game has changed.<\/p>\n<div>\n<br \/>\n <span>\u2605<\/span><br \/>\n Content powered by <a href=\"https:\/\/authorityrank.app\" target=\"_blank\" rel=\"noopener noreferrer\">AuthorityRank.app<\/a> \u2014 Build authority on autopilot<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Key Strategic Insights: 93% of AI search sessions end without visiting any website \u2014 if you&#8217;re not cited in the answer, you don&#8217;t exist in the buyer&#8217;s consideration set (Semrush, 2025) The &#8220;magic triangle&#8221; of resonant content + automated outreach + retargeting drives $6.6M ARR with only 3 people \u2014 but only when founder authority [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":854,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[39,25,36],"tags":[],"class_list":{"0":"post-855","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-marketing-tech","8":"category-seo-aeo-strategy","9":"category-wordpress-publishing"},"_links":{"self":[{"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/posts\/855","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/comments?post=855"}],"version-history":[{"count":1,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/posts\/855\/revisions"}],"predecessor-version":[{"id":967,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/posts\/855\/revisions\/967"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/media\/854"}],"wp:attachment":[{"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/media?parent=855"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/categories?post=855"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.authorityrank.app\/magazine\/wp-json\/wp\/v2\/tags?post=855"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}