research-brief run_e8ab71Succeeded

Gemini 2.5 Pro · Webhook · nahuel · 8h ago

Duration: 24.0s
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Tokens: 7.0k
Cost: $0.023

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LLM
Tool
Retrieval
Guardrail

Final output592 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.