{"id":15516,"date":"2026-04-14T14:45:13","date_gmt":"2026-04-14T14:45:13","guid":{"rendered":"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/"},"modified":"2026-04-14T14:45:13","modified_gmt":"2026-04-14T14:45:13","slug":"the-6-agentic-ai-protocols-every-seo-needs-to-know","status":"publish","type":"post","link":"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/","title":{"rendered":"The 6 Agentic AI Protocols Every SEO Needs to Know"},"content":{"rendered":"<p>A user asks Gemini: \u201cFind me a task chair under $400 with lumbar support and free shipping. Order the best one.\u201d<\/p>\n<p>The AI doesn\u2019t open a new tab. It doesn\u2019t ask the user to click anything. Instead, it queries product databases, cross-references reviews, checks real-time inventory, compares shipping policies, and initiates a checkout \u2014 all without a human touching a single page.<\/p>\n<p>These are all things the user would have done themselves, but now in a fraction of the time, with as much effort as it took to write the initial prompt.<\/p>\n<p>Okay, we might not be quite at the stage where everyone is letting AI agents make all their purchases for them. But it\u2019s no longer an unrealistic future.<\/p>\n<p>What made that possible isn\u2019t the AI models themselves. It\u2019s the infrastructure we\u2019re seeing become an increasingly important part of how modern websites are built. This infrastructure consists of a stack of protocols that tells AI agents how to find each retailer\u2019s site, understand their catalog, verify their claims, and take action.<\/p>\n<p>These protocols define how AI agents interact with your brand. And most SEOs have no idea they exist.<\/p>\n<p>By the end of this article, you\u2019ll understand what each protocol does, how they differ from one another, and why you need to pay attention to what\u2019s going on underneath the hood of AI search if you want to stay visible going forward.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Why_Protocols_Matter_for_SEOs\" >Why Protocols Matter for SEOs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#The_Protocol_Stack_A_Quick_Map\" >The Protocol Stack: A Quick Map<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#MCP_Model_Context_Protocol\" >MCP: Model Context Protocol<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#How_It_Works\" >How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whos_Behind_It\" >Who\u2019s Behind It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_It_Means_for_Your_Brand\" >What It Means for Your Brand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#A2A_Agent-to-Agent_Protocol\" >A2A: Agent-to-Agent Protocol<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#How_It_Works-2\" >How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whos_Behind_It-2\" >Who\u2019s Behind It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_It_Means_for_Your_Brand-2\" >What It Means for Your Brand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#NLWeb_Natural_Language_Web\" >NLWeb: Natural Language Web<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#How_It_Works-3\" >How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whos_Behind_It-3\" >Who\u2019s Behind It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_It_Means_for_Your_Brand-3\" >What It Means for Your Brand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#WebMCP\" >WebMCP<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#How_It_Works-4\" >How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whos_Behind_It-4\" >Who\u2019s Behind It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_It_Means_for_Your_Brand-4\" >What It Means for Your Brand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#ACP_Agentic_Commerce_Protocol\" >ACP: Agentic Commerce Protocol<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#How_It_Works-5\" >How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whos_Behind_It-5\" >Who\u2019s Behind It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_It_Means_for_Your_Brand-5\" >What It Means for Your Brand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#UCP_Universal_Commerce_Protocol\" >UCP: Universal Commerce Protocol<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#How_It_Works-6\" >How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whos_Behind_It-6\" >Who\u2019s Behind It<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_It_Means_for_Your_Brand-6\" >What It Means for Your Brand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#ACP_vs_UCP_The_Key_Difference\" >ACP vs. UCP: The Key Difference<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Example_of_Agentic_Search_Protocols_in_Action\" >Example of Agentic Search Protocols in Action<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Step_1_MCP_Activates\" >Step 1: MCP Activates<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Step_2_A2A_Coordinates\" >Step 2: A2A Coordinates<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Step_3_NLWeb_Answers_Queries_Directly\" >Step 3: NLWeb Answers Queries Directly<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Step_4_WebMCP_Declares_Available_Actions\" >Step 4: WebMCP Declares Available Actions<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Step_5_UCP_Completes_the_Transaction\" >Step 5: UCP Completes the Transaction<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#What_SEOs_Should_Do_Now\" >What SEOs Should Do Now<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#1_Prioritize_Machine-Readable_Content_Over_Volume\" >1. Prioritize Machine-Readable Content Over Volume<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#2_Audit_Your_Structured_Data\" >2. Audit Your Structured Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#3_Check_Your_Consistency_Across_Sources\" >3. Check Your Consistency Across Sources<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#4_Get_on_the_ACP_and_UCP_Waitlists_Now\" >4. Get on the ACP and UCP Waitlists Now<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#5_Monitor_Your_AI_Footprint_as_a_Regular_Practice\" >5. Monitor Your AI Footprint as a Regular Practice<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/14\/the-6-agentic-ai-protocols-every-seo-needs-to-know\/#Whats_Next_for_Agentic_Search_Protocols\" >What\u2019s Next for Agentic Search Protocols?<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Why_Protocols_Matter_for_SEOs\"><\/span>Why Protocols Matter for SEOs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Protocols determine whether an AI agent can interact with your brand programmatically, or whether it has to guess. Brands that can speak the agent\u2019s language are more likely to not just be surfaced, but also recommended and, ultimately, interacted with to make purchases.<\/p>\n<p>Think of how robots.txt and XML sitemaps became table stakes for search crawlers. Agentic protocols are shaping up to be that for AI agents.<\/p>\n<p>Put simply: if you want agents to be able to take action on your site \u2014 whether that\u2019s making a purchase, booking a table, or completing a form \u2014 you need to understand these protocols.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-note.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Note:<\/strong> We\u2019re not suggesting that without these protocols AI agents and users will never access your site or buy from them. Agentic commerce is still pretty new, and even the protocols themselves are still evolving. But we believe that agents will increasingly act on behalf of users, and that the easier you make it for them to do that on your website, the better positioned you\u2019ll be as agentic commerce becomes the norm. <\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-note.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"The_Protocol_Stack_A_Quick_Map\"><\/span>The Protocol Stack: A Quick Map<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>These protocols aren\u2019t competing standards fighting for dominance. They operate at different layers of the same stack, and most are designed to work together.<\/p>\n<p>Here\u2019s a quick breakdown of what these protocols do:<\/p>\n<div class=\"table-responsive\">\n<table class=\"table table-primary table-striped table-hover\">\n<thead>\n<tr>\n<th scope=\"col\">Layer<\/th>\n<th scope=\"col\">What It Does<\/th>\n<th scope=\"col\">Key Protocols<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"Layer\">Agent \/ Tool<\/td>\n<td data-before=\"What It Does\">Connects agents to external data, APIs, and tools<\/td>\n<td data-before=\"Key Protocols\">MCP<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"Layer\">Agent \/ Agent<\/td>\n<td data-before=\"What It Does\">Lets agents hand off tasks to other agents<\/td>\n<td data-before=\"Key Protocols\">A2A<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"Layer\">Agent \/ Website<\/td>\n<td data-before=\"What It Does\">Lets websites become directly queryable by agents<\/td>\n<td data-before=\"Key Protocols\">NLWeb, WebMCP<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"Layer\">Agent \/ Commerce<\/td>\n<td data-before=\"What It Does\">Enables agents to discover products and complete purchases<\/td>\n<td data-before=\"Key Protocols\">ACP, UCP<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-note.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Note:<\/strong> As with everything AI, the agentic protocols we\u2019ll give more details on below are constantly evolving. This means some platforms are yet to adopt some of the protocols, and the specifics of each protocol could also change over time. <\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-note.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"MCP_Model_Context_Protocol\"><\/span>MCP: Model Context Protocol<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>MCP is the universal connector between AI agents and external tools, data sources, and APIs.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_It_Works\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Before MCP, every AI tool needed a custom integration for every data source it wanted to access. If you wanted a chatbot to pull live pricing from your database and cross-reference it with your CMS, someone had to build a bespoke connection between those systems. Then rebuild it whenever either one changed.<\/p>\n<p>MCP standardizes that connection. Think of it as USB-C for AI: one protocol that lets any agent plug into any tool, database, or website that supports it.<\/p>\n<p>An agent using MCP can pull live pricing data, check inventory, read structured content from a site, or execute a workflow, all through the same interface.<\/p>\n<p>The website or tool publishes an MCP server, and the agent connects to it. There\u2019s much less need for custom integration work on either side.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whos_Behind_It\"><\/span>Who\u2019s Behind It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MCP was launched by Anthropic in November 2024. It has since been adopted by OpenAI, Google, and Microsoft. MCP is now governed by an open-source community under the Agentic AI Foundation (AAIF), a directed fund under the Linux Foundation.<\/p>\n<p>As of early 2026, there are <a title=\"MCP Server Directory: 11,030+ updated daily | PulseMCP\" href=\"https:\/\/www.pulsemcp.com\/servers\" target=\"_blank\" rel=\"noopener\">more than 10K MCP servers<\/a> out there, making it the de facto standard for agent-to-tool connectivity.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_It_Means_for_Your_Brand\"><\/span>What It Means for Your Brand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Structured data, clean APIs, and accessible HTML have always been good technical SEO. Now they\u2019re also agent compatibility requirements. Brands with MCP-compatible data give agents something to work with. Brands without it force agents to scrape pages and infer meaning, which creates friction and can affect whether they recommend you.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><a title=\"Model Context Protocol\" href=\"https:\/\/modelcontextprotocol.io\/docs\/getting-started\/intro\" target=\"_blank\" rel=\"noopener\">Learn more about MCP here<\/a>. <\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"A2A_Agent-to-Agent_Protocol\"><\/span>A2A: Agent-to-Agent Protocol<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A2A is the standard that lets AI agents from different vendors communicate, delegate tasks, and hand off work to one another.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_It_Works-2\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MCP lets an agent talk to tools. A2A lets agents talk to each other.<\/p>\n<p>When a task is complex enough to need multiple specialist agents \u2014 like one for research, one for comparison, and one for completing a transaction \u2014 A2A is the protocol that coordinates them.<\/p>\n<p>Each A2A-compliant agent publishes an \u201cAgent Card\u201d at a standardized URL (that looks like \u201c\/.well-known\/agent-card.json\u201d). This card advertises what the agent can do, what inputs it accepts, and how to authenticate with it. Other agents discover these cards and route tasks accordingly.<\/p>\n<p>The result: agents from entirely different companies, built on different frameworks, running on different servers, can collaborate on a single user request. No custom-built connections required.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whos_Behind_It-2\"><\/span>Who\u2019s Behind It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Google launched A2A in April 2025 with 50+ technology partners, including Salesforce, PayPal, SAP, Workday, and ServiceNow. The Linux Foundation now maintains it under the Apache 2.0 license.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_It_Means_for_Your_Brand-2\"><\/span>What It Means for Your Brand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>As multi-agent workflows become more common, agents may evaluate your brand across multiple checkpoints before a human sees the result.<\/p>\n<p>That chain might look something like this:<\/p>\n<ul>\n<li>A research agent surfaces your product from a broad category query<\/li>\n<li>An evaluation agent reads your reviews and checks the sentiment<\/li>\n<li>A pricing agent verifies your costs against third-party sources<\/li>\n<li>A trust agent cross-references your claims for consistency<\/li>\n<\/ul>\n<p>A2A orchestrates that entire chain. If your data is inconsistent across sources, like if your pricing page says one thing and your G2 profile says another, the AI agent might filter your brand out as a contender. All before the user even sees you as an option.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><a title=\"Announcing the Agent2Agent Protocol (A2A) - Google Developers Blog\" href=\"https:\/\/developers.googleblog.com\/en\/a2a-a-new-era-of-agent-interoperability\/\" target=\"_blank\" rel=\"noopener\">Learn more about A2A here<\/a>.<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"NLWeb_Natural_Language_Web\"><\/span>NLWeb: Natural Language Web<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NLWeb is Microsoft\u2019s open protocol that turns any website into a natural language interface, queryable by both humans and AI agents.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_It_Works-3\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Right now, when an AI agent visits your website, it might have to make a lot of guesses. It scrapes your HTML, infers meaning from your content, and relies on your page being structured properly to be able to parse it effectively. There\u2019s a lot of room for error.<\/p>\n<p>Once a site implements NLWeb, any agent can send a natural language query to a standard \u201c\/ask\u201d endpoint and receive a structured JSON response. Your site then answers the agent\u2019s question directly, rather than the agent interpreting your HTML.<\/p>\n<p>Every NLWeb instance is also an MCP server. A site implementing NLWeb automatically becomes discoverable within the broader MCP agent ecosystem without any additional configuration.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whos_Behind_It-3\"><\/span>Who\u2019s Behind It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>NLWeb was created by R.V. Guha, the same person behind RSS, RDF, and Schema.org. (That\u2019s no coincidence.) NLWeb deliberately builds on web standards that already exist, which means a lot of websites are close to NLWeb-ready right now.<\/p>\n<p>Microsoft announced NLWeb at Build 2025 in May 2025. It\u2019s open-source on GitHub. Early adopters include TripAdvisor, Shopify, Eventbrite, O\u2019Reilly Media, and Hearst.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_It_Means_for_Your_Brand-3\"><\/span>What It Means for Your Brand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>For SEOs, NLWeb is a natural extension of work you may already be doing.<\/p>\n<p>Schema markup, clean RSS feeds, and well-structured content are the foundation NLWeb builds on. Sites that have invested in structured data have a head start. Sites that haven\u2019t are harder for agents to work with, but they can easily catch back up by <a title=\"Schema Markup: What It Is and Why It Matters\" href=\"https:\/\/backlinko.com\/schema-markup-guide\" target=\"_blank\" rel=\"noopener\">implementing schema markup<\/a> now.<\/p>\n<p>Structured data already helps search engines, and it can make it easier for agents to understand and interact with your site too. That increases the value of technical SEO work you may have been putting off.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><a title=\"Introducing NLWeb: Bringing conversational interfaces directly to the web - Source\" href=\"https:\/\/news.microsoft.com\/source\/features\/company-news\/introducing-nlweb-bringing-conversational-interfaces-directly-to-the-web\/\" target=\"_blank\" rel=\"noopener\">Learn more about NLWeb here<\/a>.<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"WebMCP\"><\/span>WebMCP<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>WebMCP is a proposed W3C standard that lets websites declare their capabilities directly to AI agents through the browser.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_It_Works-4\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>NLWeb makes your content queryable. WebMCP goes one step further: it lets websites declare what actions they support. These actions could include \u201cadd to cart,\u201d \u201cbook a demo,\u201d \u201ccheck availability,\u201d and \u201cstart a trial.\u201d<\/p>\n<p>These capabilities are declared in a structured, machine-readable format. Instead of an agent scraping your UI and guessing how your checkout works, WebMCP gives it an explicit map, straight from the source (you).<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whos_Behind_It-4\"><\/span>Who\u2019s Behind It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Google and Microsoft proposed WebMCP, and the W3C Community Group is currently incubating it. Chrome\u2019s early preview shipped in February 2026, with broader browser support expected by mid-to-late 2026.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_It_Means_for_Your_Brand-4\"><\/span>What It Means for Your Brand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>WebMCP is the clearest preview of where agent-website interaction is heading.<\/p>\n<p>Imagine you have two brands with similar products, similar pricing, and similar reviews. The one whose site declares clear, structured capabilities is easier for an agent to act on. The other requires guesswork.<\/p>\n<p>Agents are likely to take the path of least friction, and WebMCP helps you reduce friction to a minimum.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><a title=\"WebMCP: What It Is, Why It Matters, and What to Do Now\" href=\"https:\/\/www.semrush.com\/blog\/webmcp\/\" target=\"_blank\" rel=\"noopener\">Learn more about WebMCP here<\/a>.<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"ACP_Agentic_Commerce_Protocol\"><\/span>ACP: Agentic Commerce Protocol<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>ACP is OpenAI and Stripe\u2019s open standard for enabling AI agents to initiate purchases.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_It_Works-5\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ACP focuses specifically on the checkout moment. It creates a standardized way for an AI agent to complete a purchase on a merchant\u2019s behalf, handling payment credentials, authorization, and security through the protocol itself.<\/p>\n<p>Before ACP, an agent that wanted to complete a purchase had to navigate each merchant\u2019s unique checkout flow. A different form, a different payment process, and a different confirmation step for every retailer. ACP standardizes this process.<\/p>\n<p>Merchants integrate with ACP through their commerce platform, and once live, checkout becomes agent-executable. The user doesn\u2019t have to do anything except approve.<\/p>\n<p>ACP originally powered ChatGPT\u2019s instant checkout functionality, but that has since been <a title=\"OpenAI&#039;s first crack at online shopping stumbled. It&#039;s preparing for the next wave\" href=\"https:\/\/www.cnbc.com\/2026\/03\/20\/open-ai-agentic-shopping-etsy-shopify-walmart-amazon.html\" target=\"_blank\" rel=\"noopener\">removed by OpenAI<\/a> in favor of dedicated merchant apps. ACP may still power product discovery within ChatGPT, and may be used within these apps, but things are evolving fast.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whos_Behind_It-5\"><\/span>Who\u2019s Behind It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>OpenAI and Stripe launched ACP in September 2025. It\u2019s open-sourced under Apache 2.0, with platform support still expanding.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_It_Means_for_Your_Brand-5\"><\/span>What It Means for Your Brand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If an agent has shortlisted your product and the user tells it to go ahead and pay, ACP is what allows the agent to complete the transaction. If your brand isn\u2019t integrated with this workflow, you risk the AI agent getting stuck or being unable to complete that purchase.<\/p>\n<p>The agent can recommend you, but it can\u2019t buy from you. That gap will matter more as agentic commerce becomes the norm.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><a title=\"Agentic Commerce Protocol | OpenAI Developers\" href=\"https:\/\/developers.openai.com\/commerce\" target=\"_blank\" rel=\"noopener\">Learn more about ACP here<\/a>.<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"UCP_Universal_Commerce_Protocol\"><\/span>UCP: Universal Commerce Protocol<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>UCP is Google and Shopify\u2019s open standard for the full agentic commerce journey, from product discovery through checkout and post-purchase.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_It_Works-6\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ACP focuses on the checkout moment, while UCP covers the entire shopping lifecycle.<\/p>\n<p>An agent using UCP can discover a merchant\u2019s capabilities, understand what products are available, check real-time inventory, initiate a checkout with the appropriate payment method, and manage post-purchase events like order tracking and returns. All through a single protocol.<\/p>\n<p>UCP is built to work alongside MCP, A2A, and AP2 (<a title=\"Announcing Agent Payments Protocol (AP2) | Google Cloud Blog\" href=\"https:\/\/cloud.google.com\/blog\/products\/ai-machine-learning\/announcing-agents-to-payments-ap2-protocol\" target=\"_blank\" rel=\"noopener\">Agent Payments Protocol<\/a>), meaning it plugs into the broader agent infrastructure rather than replacing it.<\/p>\n<p>Merchants publish a machine-readable capability profile. Agents then discover it, negotiate which capabilities both sides support, and proceed.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Whos_Behind_It-6\"><\/span>Who\u2019s Behind It<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Google and Shopify co-developed UCP, with Google CEO Sundar Pichai announcing it at NRF 2026. More than 20 launch partners signed on, including Target, Walmart, Wayfair, Etsy, Mastercard, Visa, and Stripe.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_It_Means_for_Your_Brand-6\"><\/span>What It Means for Your Brand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>When a user asks Google AI Mode to find and buy something, UCP determines whether your brand is in the conversation, and whether the agent can actually complete the transaction.<\/p>\n<p>The machine-readability of your product data, the consistency of your pricing across sources, the clarity of your inventory signals: all of it feeds directly into whether an agent can successfully transact with you.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><a title=\"Google Universal Commerce Protocol (UCP) Guide\" href=\"https:\/\/developers.google.com\/merchant\/ucp\" target=\"_blank\" rel=\"noopener\">Learn more about UCP here<\/a>.<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"ACP_vs_UCP_The_Key_Difference\"><\/span>ACP vs. UCP: The Key Difference<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>ACP and UCP are often confused, and they do share some similarities, but here\u2019s where they differ:<\/p>\n<div class=\"table-responsive\">\n<table class=\"table table-primary table-striped table-hover\">\n<thead>\n<tr>\n<th scope=\"col\"><\/th>\n<th scope=\"col\">ACP<\/th>\n<th scope=\"col\">UCP<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"\">Built by<\/td>\n<td data-before=\"ACP\">OpenAI + Stripe<\/td>\n<td data-before=\"UCP\">Google + Shopify<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"\">Scope<\/td>\n<td data-before=\"ACP\">Discovery and checkout layers<\/td>\n<td data-before=\"UCP\">Full journey: discovery, checkout, and post-purchase<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"\">Powers<\/td>\n<td data-before=\"ACP\">ChatGPT instant checkout and product discovery<\/td>\n<td data-before=\"UCP\">Google AI Mode, Gemini<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"\">Architecture<\/td>\n<td data-before=\"ACP\">Centralized merchant onboarding<\/td>\n<td data-before=\"UCP\">Decentralized: merchants publish capabilities at \/.well-known\/ucp<\/td>\n<\/tr>\n<tr>\n<td class=\"strong\" scope=\"row\" data-before=\"\">Status (early 2026)<\/td>\n<td data-before=\"ACP\">Live, wider rollout in progress<\/td>\n<td data-before=\"UCP\">Live, wider rollout in progress<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>ACP and UCP are complementary, not competing. A brand may eventually support both \u2014 one for ChatGPT\u2019s ecosystem, one for Google\u2019s.<\/p>\n<p>For now, the practical question is: which platforms matter most to your customers, and where does your commerce infrastructure make integration easiest? Choose the protocol that aligns with your answer, or use both.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Example_of_Agentic_Search_Protocols_in_Action\"><\/span>Example of Agentic Search Protocols in Action<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>These protocols don\u2019t operate in isolation. Here\u2019s what they might look like working together (note that this isn\u2019t necessarily exactly what\u2019s going on at each stage, and is just for illustrative purposes):<\/p>\n<p><strong>Scenario:<\/strong> A user asks Gemini: <em>\u201cFind me a comfortable task chair under $400 with lumbar support and free shipping. Order the best option.\u201d<\/em><\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Gemini \u2013 Order best chair\" alt=\"Gemini \u2013 Order best chair\" data-aspect-ratio=\"0.90285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/gemini-order-best-chair.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Step_1_MCP_Activates\"><\/span>Step 1: MCP Activates<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The agent uses MCP to connect to external tools: product databases, review platforms, retailer inventory feeds. It can query live data rather than relying on cached or trained knowledge.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_2_A2A_Coordinates\"><\/span>Step 2: A2A Coordinates<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The agent then coordinates with specialist agents published by brands and review platforms via A2A. One evaluates ergonomics reviews. One checks pricing consistency across sources. One verifies free shipping claims against each retailer\u2019s actual policy page.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_3_NLWeb_Answers_Queries_Directly\"><\/span>Step 3: NLWeb Answers Queries Directly<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The agents query each retailer\u2019s site. Brands with NLWeb implemented respond to the agent\u2019s <code>\/ask<\/code> query with structured data. This includes things like accurate inventory, real-time pricing, and product attributes. Brands without it force the agent to scrape and infer, slowing it down and potentially leading to them being skipped altogether.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_4_WebMCP_Declares_Available_Actions\"><\/span>Step 4: WebMCP Declares Available Actions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The \u201cwinning\u201d retailer\u2019s site has declared its checkout capabilities via WebMCP. The agent knows exactly what actions are available and how to initiate them without any guesswork.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_5_UCP_Completes_the_Transaction\"><\/span>Step 5: UCP Completes the Transaction<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The purchase is executed via UCP, entirely within Google\u2019s AI experience. The merchant\u2019s backend communicates through the standardized API. The user gets an order confirmation, and they never visited a single product page.<\/p>\n<p>Obviously this is the <em>fully<\/em> agentic scenario. In reality, not every purchase is going to be left entirely to an AI agent.<\/p>\n<p>But even when a human wants to evaluate options before clicking buy, making it as easy as possible for the agent to make recommendations is still good practice. That\u2019s why these protocols are worth paying attention to.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_SEOs_Should_Do_Now\"><\/span>What SEOs Should Do Now<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Understanding the protocol layer is step one. Here\u2019s where to focus next:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Prioritize_Machine-Readable_Content_Over_Volume\"><\/span>1. Prioritize Machine-Readable Content Over Volume<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Before adding more pages, make sure your existing pages can be parsed cleanly by an agent. That means:<\/p>\n<ul>\n<li>Having your pricing in plain text, not locked behind JavaScript drop-downs<\/li>\n<li>Using feature lists that don\u2019t require interaction to reveal<\/li>\n<li>Including FAQ content that renders server-side<\/li>\n<li>Using schema markup on product and organization pages<\/li>\n<\/ul>\n<p>An agent that can\u2019t read your page can\u2019t recommend or buy your products.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Audit_Your_Structured_Data\"><\/span>2. Audit Your Structured Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>NLWeb builds on Schema.org, RSS, and structured content that sites already publish. If you\u2019ve invested in schema markup, you have a head start on NLWeb compatibility.<\/p>\n<p>If you haven\u2019t, this is now a double reason to prioritize it: it improves your search visibility and makes your site more easily queryable by agents.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Check_Your_Consistency_Across_Sources\"><\/span>3. Check Your Consistency Across Sources<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Agents verify claims by cross-referencing your site, review platforms, and third-party content. If your pricing page says one thing and your Capterra profile says another, agents can flag the discrepancy and lose confidence in your brand, making the recommendation or purchase less likely.<\/p>\n<p>Audit for cross-source consistency the same way you\u2019d audit NAP consistency in local SEO. It\u2019s the same underlying principle, just for a different kind of crawler.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Get_on_the_ACP_and_UCP_Waitlists_Now\"><\/span>4. Get on the ACP and UCP Waitlists Now<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>These protocols are in active rollout. Early adopters benefit from lower competition in agent-mediated commerce while the rest of the ecosystem catches up. <a title=\"Join the waitlist for the Agentic Commerce Suite\" href=\"https:\/\/go.stripe.global\/agentic-commerce-contact-sales\" target=\"_blank\" rel=\"noopener\">Join Stripe\u2019s waitlist<\/a> for ACP access. And <a title=\"UCP Integration Interest Form - Google Merchant Center Help\" href=\"https:\/\/support.google.com\/merchants\/contact\/ucp_integration_interest\" target=\"_blank\" rel=\"noopener\">join Google\u2019s UCP waitlist<\/a> too.<\/p>\n<p>For other protocols like MCP, talk to your dev team about making sure your site supports them.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Monitor_Your_AI_Footprint_as_a_Regular_Practice\"><\/span>5. Monitor Your AI Footprint as a Regular Practice<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Search your brand in ChatGPT, Perplexity, and Google AI Mode. Are agents describing your product accurately? Is your pricing consistent with what they\u2019re surfacing? Are competitors appearing where you aren\u2019t?<\/p>\n<p>This is the new version of checking your SERP presence, and it needs to become a recurring part of your workflow, not a one-time audit.<\/p>\n<p>Understand how your brand is appearing in AI search right now with <a title=\"Semrush \u2013 AI Visibility Toolkit\" href=\"https:\/\/www.semrush.com\/ai-seo\/overview\/\" target=\"_blank\" rel=\"noopener\">Semrush\u2019s AI Visibility Toolkit<\/a>. It shows you where you\u2019re showing up, where you\u2019re behind your rivals, and exactly what AI tools are saying about your brand.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Brand Performance \u2013 Backlinko \u2013 Key Business Drivers\" alt=\"Brand Performance \u2013 Backlinko \u2013 Key Business Drivers\" data-aspect-ratio=\"0.76142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/10\/brand-performance-backlinko-key-business-drivers.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Whats_Next_for_Agentic_Search_Protocols\"><\/span>What\u2019s Next for Agentic Search Protocols?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The protocols we\u2019ve discussed here are already live, but they\u2019re still evolving.<\/p>\n<p>WebMCP is still in early preview. ACP and UCP are mid-rollout. New protocols \u2014 for agent payments, agent identity, agent-to-user interaction \u2014 are still being drafted and debated.<\/p>\n<p>But the SEOs that understand and implement these protocols correctly are the ones most likely to see success.<\/p>\n<p>Find out where your brand stands right now with our <a title=\"Free AI Brand Visibility Checker | See If AI Recommends You\" href=\"https:\/\/backlinko.com\/tools\/ai-visibility-checker\" target=\"_blank\" rel=\"noopener\">free AI brand visibility checker<\/a>.<\/p>\n<p>The post <a href=\"https:\/\/backlinko.com\/agentic-ai-protocols\" target=\"_blank\" rel=\"noopener\">The 6 Agentic AI Protocols Every SEO Needs to Know<\/a> appeared first on <a href=\"https:\/\/backlinko.com\/\" target=\"_blank\" rel=\"noopener\">Backlinko<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>A user asks Gemini: \u201cFind me a task chair under $400 with lumbar support and free shipping. Order the best one.\u201d The AI doesn\u2019t open a new tab. It doesn\u2019t ask the user to click anything. Instead, it queries product databases, cross-references reviews, checks real-time inventory, compares shipping policies, and initiates a checkout \u2014 all without a human touching a single page. These are all things the user would have done themselves, but now in a fraction of the time, with as much effort as it [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15517,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"h5ap_radio_sources":[],"cybocfi_hide_featured_image":"","footnotes":""},"categories":[8],"tags":[],"class_list":["post-15516","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-backlinko"],"featured_image_src":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/04\/icon-note-SIDY6K-600x400.png","featured_image_src_square":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/04\/icon-note-SIDY6K-600x600.png","author_info":{"display_name":false,"author_link":"https:\/\/craighordlow.com\/author\/craig\/"},"_links":{"self":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/15516","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/comments?post=15516"}],"version-history":[{"count":0,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/15516\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media\/15517"}],"wp:attachment":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media?parent=15516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/categories?post=15516"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/tags?post=15516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}