research-brief run_6b1d75Succeeded
Claude Haiku · Webhook · scheduler · 14h ago
- Duration
- 19.4s
- Steps
- 10
- Tokens
- 5.7k
- Cost
- $0.012
Trace
0.0s / 19.4s- LLM
- Tool
- Retrieval
- Guardrail
Final output729 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.