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  "body": "# Analyst & Influencer Relations Tracker\n\n> A-3507 • Brand & Communications\n\n## Overview\n\n- **Persona:** Brand Manager\n- **Department:** marketing\n- **Objective:** Gemini prepares briefing materials that anticipate questions based on each analyst's recent publications and perspectives. LLM synthesizes coverage patterns to identify which analysts are becoming more or less favorable. so the Brand Manager can move the Briefing prep time KPI.\n\n## KPI summary\n\n- **Briefing prep time**: 4-6 hours → 45 minutes\n- **Coverage tracking**: Ad-hoc Google alerts → Continuous multi-source\n- **Analyst engagement cadence**: Reactive → Proactive quarterly rhythm\n\n## Contents\n\n- [Playbook — role, scope, guardrails](/playbook.md)\n- [Source Systems](/systems/index.md)\n- [Data Entities](/tables/index.md)\n- [Agent Tools](/tools/index.md)\n- [Workflow Stages](/workflow/index.md)\n- [Query Capabilities](/queries/index.md)\n- [Eval Scenarios](/tests/index.md)\n- [Source Documents](/documents/index.md)\n- [Claims](/c",
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