Agentic workflows

Agentic workflows are multi-step loops: plan, tool, observe, repeat. Search is one tool among many.

Your content might be consumed mid-loop, not as a destination. Short, truthful tool-ready facts beat essays.

Logging and timeouts matter in product. For GEO, assume the agent is impatient.

Examples

A workflow gathers three vendor docs, then writes a memo. Only the docs that fetched cleanly made the memo.

Agentic search is when software plans, browses, clicks, and compares instead of answering in one shot.

Models that operate GUIs: click, type, screenshot. Your CSS is now an API, whether you like it or not.

The model invokes tools and APIs instead of only speaking. Agents are this with a loop.

Is a chatbot with plugins agentic? +

If it can chain tools without a human at every step, yes. A single plugin call is just a tool call.

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