research-brief run_54617bSucceeded

Claude Sonnet · Manual · nahuel · 12h ago

Duration: 7.7s
Steps: 8
Tokens: 19.8k
Cost: $0.089

Compare with previous c

Trace

0.0s / 7.7s

LLM
Tool
Retrieval
Guardrail

Final output571 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.