research-brief run_3cb84bSucceeded
GPT-4.1 · Manual · nahuel · Yesterday
- Duration
- 1m 13s
- Steps
- 4
- Tokens
- 28.8k
- Cost
- $0.064
Trace
0.0s / 1m 13s- 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.