{"id":197217,"date":"2026-05-19T03:17:51","date_gmt":"2026-05-19T08:17:51","guid":{"rendered":"https:\/\/ahrefs.com\/blog\/?p=197217"},"modified":"2026-05-20T02:31:48","modified_gmt":"2026-05-20T07:31:48","slug":"agentic-seo","status":"publish","type":"post","link":"https:\/\/ahrefs.com\/blog\/agentic-seo\/","title":{"rendered":"What Is Agentic SEO? And How to Get Started This&nbsp;Week"},"content":{"rendered":"<div class=\"intro-txt\">Agentic AI feels a bit like logging onto the internet in its early day, or discovering social media around 2007. There\u2019s that same sense that something big is shifting, even if it\u2019s not fully clear&nbsp;yet.<span data-path-to-node=\"6,4\"><\/span><\/div>\n\n\n\n<p>It\u2019s just a completely new way of working, also for&nbsp;SEOs.<\/p>\n\n\n\n<p>Instead of building every step of an SEO workflow yourself\u2014like the setups you see all over n8n or Zapier\u2014you simply describe the outcome you want. The agent takes it from there: planning the steps, doing the work, fixing issues along the way, and only coming back when there\u2019s a real decision to&nbsp;make.<\/p>\n\n\n\n<p>Here\u2019s what agentic SEO looks like, and how to try it this&nbsp;week.<\/p>\n\n\n\n<div class=\"intro-tok\" id=\"intro_tok\" style=\"display:none;\"><div class=\"intro-title\">Contents<\/div><a href=\"#\" class=\"expand-dots\"><span><\/span><span><\/span><span><\/span><\/a><\/div>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"What agentic SEO actually is (and what it\u2019s not)\" data-section=\"what-agentic-seo-actually-is-and-what-its-not\">\n<h2><a id=\"post-197217-_tpz3mogiodfs\"><\/a>What agentic SEO actually is (and what it\u2019s&nbsp;not)<\/h2>\n<p data-path-to-node=\"14\"><\/p><\/div><\/div>\n\n\n\n<p>Agentic SEO means applying AI agents to SEO workflows so they can act, adapt, and recover on your behalf, not just generate text.<\/p>\n\n\n\n<p>Imagine briefing a capable junior SEO. You wouldn\u2019t walk them through every click. You\u2019d say \u201cfind our top 20 pages losing traffic year-over-year, diagnose why, and draft a fix for each one.\u201d They\u2019d run the analysis, hit a few dead ends, figure it out, and come back with recommendations. Not perfect, but close enough to change how you build workflows.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"747\" height=\"357\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-dark-themed-chat-interface-showing-a-user-prompt-1.png\" alt=\"A dark-themed chat interface showing a user prompt, an AI status indicator marking &quot;Thinking complete,&quot; and an execution log stating &quot;Ran 2 commands,&quot; followed by the agent confirming preparations for a multi-model run across ChatGPT, Gemini, and Perplexity APIs.\" class=\"wp-image-197239\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-dark-themed-chat-interface-showing-a-user-prompt-1.png 747w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-dark-themed-chat-interface-showing-a-user-prompt-1-680x325.png 680w\" sizes=\"auto, (max-width: 747px) 100vw, 747px\"><figcaption class=\"wp-element-caption\">The quality of your brief and context files still determines the quality of the output.<\/figcaption><\/figure>\n\n\n\n<p>That said, agentic SEO is not fully autonomous. You\u2019re not handing off a workflow and forgetting about it. Agents still need a human in the loop for anything that matters\u2014especially anything client-facing. Specifically:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>It\u2019s not smarter than a chatbot, just more capable<\/strong>. The reasoning is the same. An agent using Claude Opus or ChatGPT to diagnose a traffic drop may make the same inference errors that those models make in a chat window.<\/li>\n\n\n\n<li><strong>Large datasets can break it<\/strong>. Feed an agent a 500k-row crawl, and it might quietly skip rows, hallucinate patterns, or stall&nbsp;out.<\/li>\n\n\n\n<li><strong>Long, fully hands-off workflows break more often than short ones<\/strong>. A four-hour process has four hours of things that can go&nbsp;wrong.<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Manual, workflow, agentic\u2014same task, different experience\" data-section=\"manual-workflow-agentic-same-task-different-experience\">\n<h2><a id=\"post-197217-_gryrs9u50v29\"><\/a>Manual, workflow, agentic\u2014same task, different experience<\/h2>\n<\/div><\/div>\n\n\n\n<p>Take one task: find pages losing traffic and figure out&nbsp;why.<\/p>\n\n\n\n<p>In a manual workflow, you pull data, clean it, check each page and SERP, and write up conclusions. Slow, reliable, you carry every&nbsp;step.<\/p>\n\n\n\n<p>In a workflow automation tool (n8n, Zapier, etc.), you build a pipeline that pulls data, merges it, and sends reports. When something breaks, and it always does, <em>you<\/em> have to fix it. When requirements change, <em>you<\/em> rebuild it.<\/p>\n\n\n\n<p>In an agentic workflow, you just describe the outcome: what \u201cgood\u201d looks like. The agent builds the workflow, runs it, and adapts when things change or fail. You review results instead of maintaining plumbing. Once it works, the agent can run it on a schedule without you. You review results instead of maintaining plumbing.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"900\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comparison-table-titled-who-does-the-work-at-ea-1.png\" alt=\"A comparison table titled &quot;Who does the work at each step: Agentic vs workflow vs manual.&quot; It shows that in manual workflows, the user does all steps; in workflow automation, the user builds, fixes, and adapts the system; but in agentic workflows, the agent builds, runs, fixes, and adapts the pipeline autonomously, leaving only the initial decision-making to the user.\" class=\"wp-image-197240\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comparison-table-titled-who-does-the-work-at-ea-1.png 1600w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comparison-table-titled-who-does-the-work-at-ea-1-680x383.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comparison-table-titled-who-does-the-work-at-ea-1-768x432.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comparison-table-titled-who-does-the-work-at-ea-1-1536x864.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"Tools to get you started with agentic SEO\" data-section=\"tools-to-get-you-started-with-agentic-seo\">\n<h2><a id=\"post-197217-_kfnzdkds8bfg\"><\/a>Tools to get you started with agentic SEO<\/h2>\n<p data-path-to-node=\"36\"><\/p><\/div><\/div>\n\n\n\n<p>Agentic SEO needs three building blocks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a id=\"post-197217-_yej18833hy27\"><\/a>An agentic environment<\/h3>\n\n\n\n<p>The scaffolding that gives a model hands. Claude or GPT-4o in a chat window can reason, but it can\u2019t run code, call an API, or chain steps together on its&nbsp;own.<\/p>\n\n\n\n<p>The environment is what makes that possible\u2014it handles tool use, memory, retries, and the loop between action and result. Claude Code, ChatGPT Agents, and similar platforms are the environment. The model is the engine underneath.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1247\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-screenshot-of-the-chatgpt-interface-highlighting-1.png\" alt=\"A screenshot of the ChatGPT interface highlighting a custom agent named &quot;SEO Research Analyst.&quot; The agent is responding to a prompt about keyword opportunities by asking the user to provide a domain, topic, or target country to begin the analysis.\" class=\"wp-image-197241\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-screenshot-of-the-chatgpt-interface-highlighting-1.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-screenshot-of-the-chatgpt-interface-highlighting-1-680x414.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-screenshot-of-the-chatgpt-interface-highlighting-1-768x468.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-screenshot-of-the-chatgpt-interface-highlighting-1-1536x935.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/figure>\n\n\n\n<p>Some environments take this further by spawning subagents to handle different pieces of a task in parallel\u2014<a href=\"https:\/\/code.claude.com\/docs\/en\/sub-agents\">Claude\u2019s subagent feature<\/a> is a good example. You give it a complex directive, it decomposes the work, runs the specialized agents concurrently, and merges the output. Same outcome, just faster and less error-prone when the job requires looking at multiple data sources at&nbsp;once.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"918\" height=\"622\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-terminal-window-interface-running-claude-code-1-1.png\" alt=\"A terminal window interface running &quot;Claude Code.&quot; A command is being executed to create a new subagent named &quot;work-supervisor&quot; using the Opus model, complete with a system prompt detailing its role as a rigorous Quality Assurance Supervisor.\" class=\"wp-image-197242\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-terminal-window-interface-running-claude-code-1-1.png 918w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-terminal-window-interface-running-claude-code-1-1-627x425.png 627w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-terminal-window-interface-running-claude-code-1-1-768x520.png 768w\" sizes=\"auto, (max-width: 918px) 100vw, 918px\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a id=\"post-197217-_5i0m4hhx17\"><\/a>MCP servers (APIs if not available)<\/h3>\n\n\n\n<p>MCP (Model Context Protocol) is how your agent reaches the outside world. It\u2019s the standard plug that connects an agent to data and actions.<\/p>\n\n\n\n<p>For example: <a href=\"https:\/\/ahrefs.com\/blog\/mcp-use-cases\/\">Ahrefs MCP<\/a> for backlinks, keywords, SERPs, and audits, and an MCP for your CMS (like WordPress) so the agent can actually ship changes. Without MCPs, your agent is just a chatbot with opinions.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"896\" height=\"956\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-popup-authorization-screen-titled-allow-access-1.png\" alt=\"A popup authorization screen titled &quot;Allow access to your workspace.&quot; It asks the user to grant ChatGPT permission to access an Ahrefs Enterprise account via an MCP (Model Context Protocol) token.\" class=\"wp-image-197243\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-popup-authorization-screen-titled-allow-access-1.png 896w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-popup-authorization-screen-titled-allow-access-1-398x425.png 398w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-popup-authorization-screen-titled-allow-access-1-768x819.png 768w\" sizes=\"auto, (max-width: 896px) 100vw, 896px\"><figcaption class=\"wp-element-caption\">Ahrefs has an official MCP connector so you can connect your Agent to SEO data with a few clicks.<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a id=\"post-197217-_lt98tpejy6lf\"><\/a>Skills<\/h3>\n\n\n\n<p><a href=\"https:\/\/ahrefs.com\/blog\/claude-skills\/\">Skills<\/a> are curated instructions that help an agent do a specific SEO task well. You can start without them, but good skills make a big difference.<\/p>\n\n\n\n<p>Instead of spending an hour prompting the agent to \u201crun an SEO audit,\u201d you can turn that into one simple command. You can write your own skills, use ones you find online, or even turn your favorite blog posts into reusable skills.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"1354\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/interface-for-agent-a-showcasing-an-active-chat-si-1.jpg\" alt=\"Interface for Agent A showcasing an active chat sidebar and conversational pane. The user asks to transform how-to workflows from a specific URL into platform skills, and the agent processes the request by offering separate creation or consolidation prompt paths.\" class=\"wp-image-197244\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/interface-for-agent-a-showcasing-an-active-chat-si-1.jpg 1600w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/interface-for-agent-a-showcasing-an-active-chat-si-1-502x425.jpg 502w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/interface-for-agent-a-showcasing-an-active-chat-si-1-768x650.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/interface-for-agent-a-showcasing-an-active-chat-si-1-1536x1300.jpg 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\"><\/figure>\n\n\n<div class=\"recommendation\"><div class=\"recommendation-title\">Recommendation<\/div><div class=\"recommendation-content\">\n<p><strong>Agent A is the shortcut for SEOs and marketers.<\/strong> It\u2019s an agent with the Ahrefs MCP already live, connectors to GA, GSC, your ad accounts, and CMS preinstalled, and a library of SEO skills curated by the Ahrefs team. Same building blocks, zero assembly.<\/p>\n<p>Setting up is as easy as letting the Agent know what it can do with your&nbsp;data.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1406\" height=\"1198\" class=\"wp-image-197245\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-integrations-panel-for-ahrefs-enterprise-detail-1.png\" alt=\"An integrations panel for Ahrefs Enterprise detailing read and write accessibility options across a series of diagnostic categories like Ai Content Helper, Batch Analysis, and Brand Radar.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-integrations-panel-for-ahrefs-enterprise-detail-1.png 1406w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-integrations-panel-for-ahrefs-enterprise-detail-1-499x425.png 499w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-integrations-panel-for-ahrefs-enterprise-detail-1-768x654.png 768w\" sizes=\"auto, (max-width: 1406px) 100vw, 1406px\"><\/p>\n<p>Once you log in, you\u2019ll find that Agent A has pre-built SEO skills, so it knows a lot about SEO out-of-the-box.&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1038\" class=\"wp-image-197246\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comprehensive-pre-built-skills-directory-dashboa-1.png\" alt=\"A comprehensive pre-built skills directory dashboard inside Agent A showing launch buttons for automated workflows such as Content Gap Analysis, Linkbait Opportunities, and Site Audit Discovery.\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comprehensive-pre-built-skills-directory-dashboa-1.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comprehensive-pre-built-skills-directory-dashboa-1-680x345.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comprehensive-pre-built-skills-directory-dashboa-1-768x389.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-comprehensive-pre-built-skills-directory-dashboa-1-1536x779.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/p>\n<\/div><\/div>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"9 actually useful agentic SEO workflows you can build today\" data-section=\"9-actually-useful-agentic-seo-workflows-you-can-build-today\">\n<h2><a id=\"post-197217-_x2z8ybre3unc\"><\/a>9 actually useful agentic SEO workflows you can build&nbsp;today<\/h2>\n<p data-path-to-node=\"53\"><\/p><\/div><\/div>\n\n\n\n<p>I ran these workflows with an Agent A\u2014chat on the left, results on the right. Some of those skills are already pre-installed in the&nbsp;tool.<\/p>\n\n\n\n<p>You could set this up in other agentic environments too, as long as they\u2019re connected to your SEO data. <span style=\"box-sizing: border-box; margin: 0px; padding: 0px;\">Agent A prepared detailed prompts for you in this GitHub repo:&nbsp;<a href=\"https:\/\/github.com\/mmakosiewicz\/agentic-seo-prompts\/blob\/main\/README.md\" target=\"_blank\">https:\/\/github.com\/mmakosiewicz\/agentic-seo-prompts\/blob\/main\/README.md.<\/a>&nbsp;Simply copy\/paste that URL to your agent chat window.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1088\" height=\"575\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/image-1.png\" alt=\"Get prompts for these use cases on GitHub. \" class=\"wp-image-197266\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/image-1.png 1088w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/image-1-680x359.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/image-1-768x406.png 768w\" sizes=\"auto, (max-width: 1088px) 100vw, 1088px\"><\/figure>\n\n\n\n<p>And once it\u2019s working, you don\u2019t have to keep triggering things manually. Any of these workflows can run on a schedule. Just tell the agent, \u201crun the declining content scan every Monday at 9 am and post it to #seo-alerts,\u201d and it handles the timing, retries, and Slack posting on its&nbsp;own.<\/p>\n\n\n<div class=\"recommendation\"><div class=\"recommendation-title\">Recommendation<\/div><div class=\"recommendation-content\">\n<p>If you\u2019re running these in a different agentic environment (Claude Code, ChatGPT Agents, OpenClaw, etc.), paste a setup prompt like this once at the start of a fresh session. The agent carries the context for the whole chat, and every workflow below gets a little more accurate because it\u2019s run against the context of your actual situation.<\/p>\n<pre>I'm running agentic SEO workflows. Here's the setup:\n- My site: [yoursite.com]\n- My audience: [describe]\n- Main competitors: [comp1.com, comp2.com]\n- Connected tools: [Ahrefs MCP, GA4, GSC, CMS, Slack, etc.]\n- What I'm trying to grow: [traffic, signups, brand searches]\nOperating rules:\n- Read-only on production tools unless I approve a write action\n- Show me your plan before running anything multi-step\n- If a tool fails, retry once, then surface the error instead of guessing\n- For each finding, explain why in one sentence, and flag anything you're unsure about\n- Stop and ask if a workflow needs more than 30 minutes or 1,000 API calls<\/pre>\n<p>Then trigger any of the eight workflows in the same chat. Agent A skips this step because the context, tools, skills, and guardrails are baked in. In any other environment, the kickoff prompt is what closes the&nbsp;gap.<\/p>\n<\/div><\/div>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"1. Find and even fix technical SEO issues\" data-section=\"1-find-and-even-fix-technical-seo-issues\">\n<h3><a id=\"post-197217-_t77pa94u6mee\"><\/a>1. Find and even fix technical SEO issues<\/h3>\n<\/div><\/div>\n\n\n\n<p>A site audit dumps 200 issues on you and waits for you to figure out what matters. Most of them&nbsp;don\u2019t.<\/p>\n\n\n\n<p>Point the agent at your domain, and it runs the audit, throws out the noise, and ranks what\u2019s left by how much traffic and crawl budget each fix actually moves. You get a queue of 10\u201315 things worth doing this sprint, not a 40-page PDF you\u2019ll close after page&nbsp;3.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"981\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-split-screen-user-interface-from-agent-a-showing-1-1536x981-1.jpg\" alt=\"A split-screen user interface from Agent A showing a chat window on the left directing a site health check, paired with an Ahrefs Blog Site Audit dashboard on the right featuring health scores, error counts, and prioritized lists of indexing issues.\" class=\"wp-image-197299\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-split-screen-user-interface-from-agent-a-showing-1-1536x981-1.jpg 1536w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-split-screen-user-interface-from-agent-a-showing-1-1536x981-1-665x425.jpg 665w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-split-screen-user-interface-from-agent-a-showing-1-1536x981-1-260x166.jpg 260w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-split-screen-user-interface-from-agent-a-showing-1-1536x981-1-768x491.jpg 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\"><\/figure>\n\n\n\n<p>And if you want, Agent A can fix your code and open a pull request with the fix on GitHub.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1496\" height=\"734\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-issue-cleared-confirmation-dialogue-box-compa-1.png\" alt=\"An &quot;Issue cleared&quot; confirmation dialogue box comparing broken content criteria before and after a site crawl, demonstrating a drop from one broken link to zero following an automated script fix.\" class=\"wp-image-197248\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-issue-cleared-confirmation-dialogue-box-compa-1.png 1496w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-issue-cleared-confirmation-dialogue-box-compa-1-680x334.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-issue-cleared-confirmation-dialogue-box-compa-1-768x377.png 768w\" sizes=\"auto, (max-width: 1496px) 100vw, 1496px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"2. Find pages losing traffic\" data-section=\"2-find-pages-losing-traffic\">\n<h3><a id=\"post-197217-_iv15zhddfbdi\"><\/a>2. Find pages losing traffic<\/h3>\n<\/div><\/div>\n\n\n\n<p>Pages lose traffic quietly. Most teams don\u2019t catch it until rankings are already down and the \u201cquick fix\u201d has turned into a bigger project.<\/p>\n\n\n\n<p>Every Monday, the agent scans your library, spots pages starting to slide, and tells you what changed. Maybe the content is outdated. Maybe you lost a backlink. Maybe an AI Overview is taking clicks. Maybe a competitor pushed you&nbsp;down.<\/p>\n\n\n\n<p>Instead of another SEO dashboard full of warnings, you get a prioritized refresh queue with a clear next step for every&nbsp;URL.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1768\" height=\"1134\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/split-pane-analytical-view-from-agent-a-showing-a-1.jpg\" alt=\"Split-pane analytical view from Agent A showing a technical prompt tracking traffic drops on the left, and a data-rich whiteboard report on the right outlining declining pages, lost traffic metrics, and suggested action items for ahrefs.com\/blog.\" class=\"wp-image-197249\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/split-pane-analytical-view-from-agent-a-showing-a-1.jpg 1768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/split-pane-analytical-view-from-agent-a-showing-a-1-663x425.jpg 663w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/split-pane-analytical-view-from-agent-a-showing-a-1-260x166.jpg 260w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/split-pane-analytical-view-from-agent-a-showing-a-1-768x493.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/split-pane-analytical-view-from-agent-a-showing-a-1-1536x985.jpg 1536w\" sizes=\"auto, (max-width: 1768px) 100vw, 1768px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"3. Find your own pages that compete with each other (aka cannibalization)\" data-section=\"3-find-your-own-pages-that-compete-with-each-other-aka-cannibalization\">\n<h3><a id=\"post-197217-_jbl3jf61nd5a\"><\/a>3. Find your own pages that compete with each other (aka cannibalization)<\/h3>\n<\/div><\/div>\n\n\n\n<p>You wrote three articles on the same topic over three years, and now Google can\u2019t pick a winner, so all of them rank in positions 8\u201315.<\/p>\n\n\n\n<p>The agent finds these conflicts on your domain, groups the competing URLs, picks the one that should win based on traffic and authority, and drafts the consolidation plan: what to merge, what to redirect, what to de-optimize.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1757\" height=\"1112\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-keyword-cannibalization-analytics-dashboard-from-1.jpg\" alt=\"A keyword cannibalization analytics dashboard from Agent A for ahrefs.com featuring breakdown cards for high-priority metrics alongside an interactive cluster checklist illustrating which URLs are competing against each other for internal search rankings.\" class=\"wp-image-197250\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-keyword-cannibalization-analytics-dashboard-from-1.jpg 1757w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-keyword-cannibalization-analytics-dashboard-from-1-672x425.jpg 672w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-keyword-cannibalization-analytics-dashboard-from-1-260x166.jpg 260w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-keyword-cannibalization-analytics-dashboard-from-1-768x486.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-keyword-cannibalization-analytics-dashboard-from-1-1536x972.jpg 1536w\" sizes=\"auto, (max-width: 1757px) 100vw, 1757px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"4. Publish on a trend before competitors spot it\" data-section=\"4-publish-on-a-trend-before-competitors-spot-it\">\n<h3><a id=\"post-197217-_tqvqt5ndnfdn\"><\/a>4. Publish on a trend before competitors spot&nbsp;it<\/h3>\n<\/div><\/div>\n\n\n\n<p>By the time a topic shows up in a trending keywords tool, half your competitors are already drafting against it.<\/p>\n\n\n\n<p>The agent goes wider. Starting from one seed term, it pulls every keyword that\u2019s semantically adjacent; not just exact-match variants, but anything sharing meaning or intent. \u201cAgentic SEO\u201d branches into \u201cautonomous SEO agents,\u201d \u201cAI SEO workflows,\u201d \u201cself-running SEO stacks,\u201d and out into adjacent corners you wouldn\u2019t have searched for manually.<\/p>\n\n\n\n<p>From there, it pulls monthly volume history for the full set, surfaces the ones growing, say, 25%+ over the last 3 months, and clusters them into themes so you can see which corner of your space is heating up.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1767\" height=\"1134\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-trending-keywords-visualization-dashboard-from-1.jpg\" alt=\"A &quot;Trending Keywords&quot; visualization dashboard from Agent A tracking search demand over a six-month window, featuring high-priority opportunity metrics, a bar chart organizing top interest clusters, and an underlying growth percentage scatter plot. \" class=\"wp-image-197251\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-trending-keywords-visualization-dashboard-from-1.jpg 1767w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-trending-keywords-visualization-dashboard-from-1-662x425.jpg 662w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-trending-keywords-visualization-dashboard-from-1-260x166.jpg 260w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-trending-keywords-visualization-dashboard-from-1-768x493.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-trending-keywords-visualization-dashboard-from-1-1536x986.jpg 1536w\" sizes=\"auto, (max-width: 1767px) 100vw, 1767px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"5. Find keyword patterns that already have search demand\" data-section=\"5-find-keyword-patterns-that-already-have-search-demand\">\n<h3><a id=\"post-197217-_67adclsube21\"><\/a>5. Find keyword patterns that already have search demand<\/h3>\n<\/div><\/div>\n\n\n\n<p>Programmatic SEO only works if the pattern actually has volume behind every variant. The agent finds the patterns that already have demand (\u201c[X] in [city]\u201d, \u201c[product] vs [product]\u201d, \u201c[role] salary in [country]\u201d), pulls volumes for the full variant list, and sketches a content model that the template should fit.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1847\" height=\"965\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-programmatic-seo-pattern-identification-report-p-1.jpg\" alt=\"A Programmatic SEO pattern identification report page from Agent A for ahrefs.com summarizing structural trends across thousands of variations, complete with individual pattern rows assessing sample volume and search visibility gaps.\" class=\"wp-image-197252\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-programmatic-seo-pattern-identification-report-p-1.jpg 1847w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-programmatic-seo-pattern-identification-report-p-1-680x355.jpg 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-programmatic-seo-pattern-identification-report-p-1-768x401.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-programmatic-seo-pattern-identification-report-p-1-1536x803.jpg 1536w\" sizes=\"auto, (max-width: 1847px) 100vw, 1847px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"6. Find the AI prompts where competitors show up, and you don't\" data-section=\"6-find-the-ai-prompts-where-competitors-show-up-and-you-dont\">\n<h3><a id=\"post-197217-_olye3e6kh2wk\"><\/a>6. Find the AI prompts where competitors show up, and you&nbsp;don\u2019t<\/h3>\n<\/div><\/div>\n\n\n\n<p>The agent finds the prompts where competitors get named, and you don\u2019t, sorts them by prompt volume and how often each competitor appears, and gives you a concrete list of gaps to close. Not \u201cimprove your AI visibility\u201d; the actual prompts to target.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1730\" height=\"1136\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-ai-mention-gap-analysis-report-comparison-inter-1.jpg\" alt=\"An AI Mention Gap Analysis report comparison interface (Agent A) tracking share-of-voice visibility benchmarks across major platforms like ChatGPT, Google AI Overviews, and Perplexity for a target brand against its primary competitors.\" class=\"wp-image-197253\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-ai-mention-gap-analysis-report-comparison-inter-1.jpg 1730w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-ai-mention-gap-analysis-report-comparison-inter-1-647x425.jpg 647w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-ai-mention-gap-analysis-report-comparison-inter-1-768x504.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-ai-mention-gap-analysis-report-comparison-inter-1-1536x1009.jpg 1536w\" sizes=\"auto, (max-width: 1730px) 100vw, 1730px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"7. Find stale AI citations\" data-section=\"7-find-stale-ai-citations\">\n<h3><a id=\"post-197217-_6nv5t2tahy3t\"><\/a>7. Find stale AI citations<\/h3>\n<\/div><\/div>\n\n\n\n<p>LLMs and AI Overviews lean on a small set of pages they decide are authoritative, then cite them for months. If those pages are stale, the AI is repeating outdated information about your category, sometimes including outdated information about&nbsp;you.<\/p>\n\n\n\n<p>The agent identifies the pages currently being cited in your topic area, checks how fresh each one is, and flags the stale&nbsp;ones.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1721\" height=\"1116\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-citation-audit-dashboard-tracking-stale-c-1.jpg\" alt=\"A source citation audit dashboard tracking stale context metrics against a 12-month outdated threshold, showcasing structural percentages of fresh versus outdated platform references from Gemini, Copilot, ChatGPT, and Perplexity. Screen from Agent A. \" class=\"wp-image-197254\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-citation-audit-dashboard-tracking-stale-c-1.jpg 1721w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-citation-audit-dashboard-tracking-stale-c-1-655x425.jpg 655w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-citation-audit-dashboard-tracking-stale-c-1-768x498.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-citation-audit-dashboard-tracking-stale-c-1-1536x996.jpg 1536w\" sizes=\"auto, (max-width: 1721px) 100vw, 1721px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"8. Find your E-E-A-T weak spots\" data-section=\"8-find-your-e-e-a-t-weak-spots\">\n<h3><a id=\"post-197217-_37i73yocj8m2\"><\/a>8. Find your E-E-A-T weak&nbsp;spots<\/h3>\n<\/div><\/div>\n\n\n\n<p>Audits your site against the <a href=\"https:\/\/ahrefs.com\/blog\/eeat-seo\/\">Experience, Expertise, Authoritativeness, and Trustworthiness <\/a>signals that matter for Google\u2019s quality raters and AI ranking systems. Author bylines, credentials, citations, original research, review loops. Outputs gaps per page type with specific fixes.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1765\" height=\"1139\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-interactive-e-e-a-t-site-authority-review-page-1.jpg\" alt=\"An interactive E-E-A-T site authority review page for ahrefs.com providing a 3.5 out of 5 total rank score, supported by core textual analytics cards separating localized experience, expertise, and author credentials findings. Screen from Agent A.\" class=\"wp-image-197255\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-interactive-e-e-a-t-site-authority-review-page-1.jpg 1765w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-interactive-e-e-a-t-site-authority-review-page-1-659x425.jpg 659w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-interactive-e-e-a-t-site-authority-review-page-1-768x496.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/an-interactive-e-e-a-t-site-authority-review-page-1-1536x991.jpg 1536w\" sizes=\"auto, (max-width: 1765px) 100vw, 1765px\"><\/figure>\n\n\n<div class=\"post-nav-link clearfix\" id=\"section1\"><a class=\"subhead-anchor\" data-tip=\"tooltip__copielink\" rel=\"#section1\"><svg width=\"19\" height=\"19\" viewBox=\"0 0 14 14\" style><g fill=\"none\" fill-rule=\"evenodd\"><path d=\"M0 0h14v14H0z\" \/><path d=\"M7.45 9.887l-1.62 1.621c-.92.92-2.418.92-3.338 0a2.364 2.364 0 0 1 0-3.339l1.62-1.62-1.273-1.272-1.62 1.62a4.161 4.161 0 1 0 5.885 5.884l1.62-1.62L7.45 9.886zM5.527 5.135L7.17 3.492c.92-.92 2.418-.92 3.339 0 .92.92.92 2.418 0 3.339L8.866 8.473l1.272 1.273 1.644-1.643A4.161 4.161 0 1 0 5.897 2.22L4.254 3.863l1.272 1.272zm-.66 3.998a.749.749 0 0 1 0-1.06l2.208-2.206a.749.749 0 1 1 1.06 1.06L5.928 9.133a.75.75 0 0 1-1.061 0z\" style \/><\/g><\/svg><\/a><div class=\"link-text\" data-anchor=\"9. Discover what your audience is actually asking about on Reddit\" data-section=\"9-discover-what-your-audience-is-actually-asking-about-on-reddit\">\n<h3><a id=\"post-197217-_nwqtm3a0uirs\"><\/a>9. Discover what your audience is actually asking about on Reddit<\/h3>\n<\/div><\/div>\n\n\n\n<p>Not strictly SEO, but close. Monitors Reddit for relevant conversations (your brand, your category, your pain points) and summarizes what\u2019s being said, where, and how to enter the conversation. Useful for demand discovery and for link-building angles that start with a real thread.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1754\" height=\"1138\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-reddit-ai-search-listener-interactive-hub-displa-1.jpg\" alt=\"A Reddit AI Search Listener interactive hub displaying volume cards for relevant industry mentions alongside a targeted content feed streaming filtered community questions from subreddits like r\/SEO.\" class=\"wp-image-197256\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-reddit-ai-search-listener-interactive-hub-displa-1.jpg 1754w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-reddit-ai-search-listener-interactive-hub-displa-1-655x425.jpg 655w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-reddit-ai-search-listener-interactive-hub-displa-1-768x498.jpg 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-reddit-ai-search-listener-interactive-hub-displa-1-1536x997.jpg 1536w\" sizes=\"auto, (max-width: 1754px) 100vw, 1754px\"><\/figure>\n\n\n\n<p>For security, the agent may ask you to approve certain actions\u2014like running a task or accessing the web. You can also jump in and chat with the report if you want to refine or explore the results further.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"948\" height=\"166\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-cron-style-automated-background-task-monitor-pag-1.png\" alt=\"A cron-style automated background task monitor page displaying scheduled run logs and success triggers for daily and weekly keyword listening reports.\" class=\"wp-image-197257\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-cron-style-automated-background-task-monitor-pag-1.png 948w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-cron-style-automated-background-task-monitor-pag-1-680x119.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-cron-style-automated-background-task-monitor-pag-1-768x134.png 768w\" sizes=\"auto, (max-width: 948px) 100vw, 948px\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><a id=\"post-197217-_s550ftb5fl9c\"><\/a>Final thoughts<\/h2>\n\n\n\n<p>Going agentic means you can create custom tools beyond SEO and features you wish your favorite apps already had.<\/p>\n\n\n\n<p>Here\u2019s an example from my own work. I wanted an easier way to track AI citations for specific pages, but that feature didn\u2019t really exist in the way I needed it. So I asked Agent A to build it. It worked well enough that we added it to the actual product.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1161\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-brand-radar-tracker-application-layout-detaili-1.png\" alt=\"A &quot;Brand Radar Tracker&quot; application layout detailing platform search reach index ratings for 27 tracked satellite URLs across Copilot, Perplexity, Gemini, and ChatGPT windows. Screen from Agent A. \" class=\"wp-image-197258\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-brand-radar-tracker-application-layout-detaili-1.png 2048w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-brand-radar-tracker-application-layout-detaili-1-680x385.png 680w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-brand-radar-tracker-application-layout-detaili-1-768x435.png 768w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-brand-radar-tracker-application-layout-detaili-1-1536x871.png 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/figure>\n\n\n\n<p>Another tool I asked Agent A to build for me: a source-of-truth extractor. Whenever I write about our product, I often pull from articles I only half remember. This tool gathers all of that into one structured knowledge base and pushes it to GitHub. Then, a lightweight index file summarizes everything that exists, so any agent reads one summary at the start of a chat and only fetches the full page it actually needs.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1420\" height=\"1100\" src=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-of-truth-workspace-dashboard-linked-to-1.png\" alt=\"A &quot;Source of Truth&quot; workspace dashboard linked to a GitHub knowledge base back-end repository, showing operational data management widgets for platform citation metrics and content decay management. Screen from Agent A. \" class=\"wp-image-197259\" srcset=\"https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-of-truth-workspace-dashboard-linked-to-1.png 1420w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-of-truth-workspace-dashboard-linked-to-1-549x425.png 549w, https:\/\/ahrefs.com\/blog\/wp-content\/uploads\/2026\/05\/a-source-of-truth-workspace-dashboard-linked-to-1-768x595.png 768w\" sizes=\"auto, (max-width: 1420px) 100vw, 1420px\"><\/figure>\n\n\n\n<p>Thanks for reading! Feel free to reach out on <a href=\"https:\/\/www.linkedin.com\/in\/mateusz-makosiewicz\/\">LinkedIn<\/a>.<\/p>\n\n\n\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s just a completely new way of working, also for&nbsp;SEOs. Instead of building every step of an SEO workflow yourself\u2014like the setups you see all over n8n or Zapier\u2014you simply describe the outcome you want. The agent takes it from<span class=\"ellipsis\">\u2026<\/span><\/p>\n<div class=\"read-more\">Read more \u203a<\/div>\n<p><!-- end of .read-more --><\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"footnotes":""},"categories":[469,335],"tags":[],"coauthors":[412],"class_list":["post-197217","post","type-post","status-publish","format-standard","hentry","category-ai-search","category-general-seo","odd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What Is Agentic SEO? And How to Get Started This Week<\/title>\n<meta name=\"description\" content=\"Move from manual SEO loops to agent-led workflows. Learn what agentic SEO is, where it pays off, and 9 use cases with copy-paste prompts.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ahrefs.com\/blog\/agentic-seo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Agentic SEO? And How to Get Started This Week\" \/>\n<meta property=\"og:description\" content=\"Move from manual SEO loops to agent-led workflows. 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