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.