research-brief run_a7e870Succeeded

Gemini 2.5 Pro · Schedule · ana · 9h ago

Duration: 7.4s
Steps: 11
Tokens: 23.6k
Cost: $0.038

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LLM
Tool
Retrieval
Guardrail

Final output465 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.