research-brief run_ab70bfSucceeded

Gemini 2.5 Pro · API · nahuel · 10h ago

Duration: 14.8s
Steps: 5
Tokens: 14.3k
Cost: $0.023

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LLM
Tool
Retrieval
Guardrail

Final output758 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.