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4 results
A 26-item checklist for websites that AI agents like ChatGPT's cloud browser, Claude in Chrome and Gemini auto browse can read and operate. Each check has the reason, the standard behind it and a test, plus results from Lighthouse agentic audits we ran on 15 pages.
Agentic SEO moves execution from checklists into a system that decides its next step from the data. The four-stage loop, the guardrails that make it safe to leave running, what to delegate first, and why 40% of these projects get cancelled.
An AI SEO agent takes a goal, chooses its own steps, calls real tools and checks its work. Here is the architecture behind that, what agents run end to end, the guardrails they need, and what a real run costs.
Autonomous marketing agents genuinely run analysis, research and reporting end to end. They do not run strategy, and most products in the category are not agents. Here are the limits, the failure modes, and how to gate them.
