KPI dashboard prompt
A copy-and-paste prompt for ChatGPT, Claude or Gemini that gets a professional kPI dashboard on the first try, plus the cheapest model that does it well.
What most people type
what metrics should be on a dashboard for my subscription box business
It works, but the AI has to guess your what the box contains and niche, monthly or other billing cadence and price per box, so the first answer usually needs another round. The version below asks for exactly what a professional would deliver.
The better prompt
Recommend the metrics to put on a dashboard for my subscription box business. Business context: [what the box contains and niche], [monthly or other billing cadence], [price per box], [approximate number of subscribers], [sales channels, e.g. website only or also marketplaces]. The dashboard is for [who will use it, e.g. founder or ops team] to decide [key decisions, e.g. marketing spend, inventory, retention]. Group the metrics by: - Acquisition - Retention and churn - Revenue and unit economics - Operations and fulfillment (inventory, shipping, returns) - Customer satisfaction For each metric, give a one-line definition or formula, how often to review it, and why it matters. Mark which 6-8 metrics belong at the top of the dashboard as headline numbers and which are secondary. Note any metrics that need data I may not be tracking yet. Don't invent benchmark figures. If you mention targets, tell me to set them from my own data, using [my current numbers] where I have them.
Replace the [brackets] with your details before you send it: what the box contains and niche, monthly or other billing cadence, price per box, approximate number of subscribers, sales channels, e.g. website only or also marketplaces, who will use it, e.g. founder or ops team, key decisions, e.g. marketing spend, inventory, retention, my current numbers.
What a professional kPI dashboard prompt covers
- Metrics grouped such as acquisition, retention, revenue
- Definitions or formulas
- Targets placeholder
- Business details placeholders
Best AI model for this prompt
This is a everyday task. You don't need the most expensive model. The cheapest model at each company that handles it well:
| Company | Model | Per use | Per 1,000 uses |
|---|---|---|---|
| Anthropic | Claude Sonnet 5.5 | $0.0044 | $4.43 |
| OpenAI | GPT-6.1 Terra | $0.0022 | $2.21 |
| Gemini 3.8 Flashcheapest | $0.0017 | $1.66 |
Pay-per-use list prices for this prompt and its expected answer (about 400 tokens). On a monthly chat plan, the same choice shows up as more messages before you hit your limit. See today's AI prices.