research-brief run_b97959Succeeded
Gemini 2.5 Pro · Schedule · scheduler · 3h ago
- Duration
- 5.5s
- Steps
- 11
- Tokens
- 26.5k
- Cost
- $0.039
Trace
0.0s / 5.5s- LLM
- Tool
- Retrieval
- Guardrail
Final output661 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.