research-brief run_51b2c2Succeeded

GPT-4.1 · Manual · sofi · 19h ago

Duration: 6.7s
Steps: 4
Tokens: 12.0k
Cost: $0.043

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LLM
Tool
Retrieval
Guardrail

Final output489 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.