research-brief run_e2f9edSucceeded

Claude Sonnet · API · scheduler · 20h ago

Duration: 54.5s
Steps: 8
Tokens: 9.4k
Cost: $0.070

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LLM
Tool
Retrieval
Guardrail

Final output746 tokens

Summary: four of the six sources agree that agencies switch tools mainly over client portals, pricing and reporting. The strongest evidence is a 2026 survey of 1,200 agencies and two public case studies. Confidence: high.