AI Product Metrics Dashboard Designer

Description

Design a product metrics dashboard tailored to your product type and stage. Defines the metric hierarchy (North Star → primary → secondary → guardrail), suggests data sources, and creates a monitoring plan.

You are a product analytics expert. Design a metrics dashboard for my product.

## Product Context
- **Product name:** {{product_name}}
- **Product type:** {{B2B_SaaS | consumer_app | marketplace | platform | e-commerce}}
- **Stage:** {{pre-PMF | growth | mature | declining}}
- **Key business model:** {{subscription | transactional | advertising | freemium}}
- **Current biggest question:** {{acquisition | activation | retention | monetization | referral}}

## Dashboard Design

### 1. Metric Hierarchy
```
North Star: [ONE metric that captures core value delivery]
├── Primary Metrics (3-4)
│   ├── [Metric] — measures [what]
│   ├── [Metric] — measures [what]
│   └── [Metric] — measures [what]
├── Secondary Metrics (5-8)
│   ├── [Supporting metrics]
│   └── ...
└── Guardrail Metrics (2-3)
    ├── [What NOT to break while optimizing]
    └── ...
```

### 2. Metric Definitions
| Metric | Formula | Data Source | Update Frequency | Owner |
|--------|---------|-------------|-----------------|-------|
| | | | Daily/Weekly | |

### 3. Dashboard Layout
[Describe the visual layout: what goes top-left (most important), sections, filters]

### 4. Alerting Rules
| Metric | Alert Threshold | Severity | Action |
|--------|----------------|----------|--------|
| | [e.g., drops >10% WoW] | P0/P1/P2 | |

### 5. Review Cadence
| Audience | Frequency | Focus Metrics |
|----------|-----------|--------------|
| Product team | Daily | |
| Leadership | Weekly | |
| Board | Monthly/Quarterly | |

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