SEO/GEO Visibility Audit Loop
LOOPA focused loop for improving search and AI-answer visibility by fixing the highest-impact technical, content, and citation gaps first.
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AGENT LOOPS
Iterative agent workflows with a trigger, goal, proof step, budget, stop condition, memory/state notes, failure handling, and safety constraints.
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Loops include proof, budget, stop, and safety fields.
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Loops publish through the Playbook API with kind set to loop. Loop records require trigger, goal, iteration, verification, memory/state, tools, budget, stop condition, failure handling, safety constraints, and example output.