audience-advisor
Audience Advisor
Purpose
Coaches users toward building the right audience for their business outcome, not just any audience. Uses Lytics analytical APIs -- ML feature importance, content affinities, fieldinfo distributions, segment summaries -- to make evidence-based recommendations. Gracefully degrades when advanced features aren't configured.
Supports two modes:
- Create from goal: "Help me build an audience to drive more purchases"
- Improve existing: "How can I improve my 'High Value Customers' segment?"
Environment
Requires authenticated API access. See ../references/auth.md for credential resolution.
Flow
Step 1: Understand the Intent
Determine which mode the user needs:
Path A -- New audience from a business goal:
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