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research-brief run_43e58bSucceeded

Claude Haiku · Manual · ana · Yesterday

Duration
58.8s
Steps
10
Tokens
25.9k
Cost
$0.028

Trace

0.0s / 58.8s
  • LLM
  • Tool
  • Retrieval
  • Guardrail
Final output260 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.

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