Agentic AI.
Learn what Agentic AI means in modern search and SEO.
AI systems designed to act autonomously toward goals, using tools and multi-step reasoning rather than responding to single prompts.
Agentic AI refers to AI systems that exhibit autonomous goal-directed behaviour—planning, acting, observing results, and re-planning—rather than simply responding to individual prompts. An agentic system given the goal 'research our top 5 competitors and identify keyword gaps' might independently query multiple sources, synthesise the findings, and produce a structured report without step-by-step human direction.
The Agentic Shift
The shift from chatbot AI (answer one question at a time) to agentic AI (complete a complex project) represents a fundamental change in how AI systems are deployed. This shift is enabled by more capable tool use, longer context windows, better reasoning, and improved ability to maintain coherent goals across multi-step tasks.
Implications for Marketing Teams
Agentic AI is beginning to automate portions of the marketing workflow that previously required human coordination: briefing writers, researching topics, checking content against SEO criteria, monitoring competitor changes, and flagging ranking opportunities. Teams that understand how to direct and verify agentic AI work will have significant productivity advantages.
Articles about Agentic AI
Read more on the Aergos blog.
Semrush AI Toolkit vs Dedicated AI Visibility Platforms: What Agencies Should Know
The Semrush AI Toolkit gives you a solid starting point for AI search visibility inside a tool you already know. But depending on your agency's workflow and client needs, it might only get you halfway there. Here's how to tell the difference.
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OpenAI Launches GPT-5.6 — Three Models, Government Oversight
OpenAI dropped a limited preview of GPT-5.6 less than 24 hours after reports surfaced that the Trump administration had asked the company to stagger the release. The suite includes three models — Sol, Terra, and Luna — with a heavy focus on safety, coding, and agentic tasks. Here's what happened and what it means for anyone using AI tools at work.
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Apple's AI Shortcuts Idea Is Basically Vibe Coding Your iPhone
Apple spent most of WWDC 2026 playing catch-up on AI, but buried inside the keynote is one genuinely interesting idea: let users build Shortcuts and Safari extensions using plain English. The Verge's David Pierce called it 'vibe coding your phone' — and the implications go well beyond Apple fans.
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Sundar Pichai Says Search Is Becoming an Agent, Not an Answer
Google CEO Sundar Pichai sat down with The Verge's Nilay Patel just after Google I/O 2026 and laid out a vision where search kicks off tasks instead of delivering links. The conversation also put a name to something publishers have feared for years: Google Zero. Here's what changed, why it matters, and what you should do about it.
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