AI Prompt to Think Through a Pricing Strategy
Work through pricing options and trade-offs for a product or service before committing to a number.
The Prompt
Act as a pricing strategy advisor. My product/service: [DESCRIBE IT]. My costs: [ROUGH COST TO DELIVER, IF KNOWN]. My competitors charge: [COMPETITOR PRICE RANGE, IF KNOWN]. Walk me through: 1) 2-3 plausible pricing models for this specific offer (e.g. flat fee, tiered, usage-based) and which fits best given what I've described, 2) the trade-offs of pricing above vs. below the competitor range, 3) one specific number or range to consider as a starting point, with the reasoning behind it. Be direct, not vague.
Example
Product: an AI SaaS tool with 29 tools, freemium model. Costs: mostly API costs per usage, low fixed cost. Competitors charge: $9-29/month for similar tool bundles.
A recommendation for a tiered model (free tier with usage caps + paid tier) given the variable API cost structure, trade-off analysis noting that pricing below $9 undercuts perceived value without meaningfully increasing conversion, and a suggested starting range of $12-19/month with reasoning tied to API cost margins.
Tips for Better Results
- Give real cost and competitor numbers if you have them — vague inputs produce vague, unusable pricing advice.
- Ask a follow-up: "what would make customers willing to pay 20% more than this?" to explore value-based pricing angles.
- Treat the output as a hypothesis to test, not a final answer — actual customer willingness to pay is best validated with real data.
FAQ
Should I always price below competitors to win customers?
Not necessarily — pricing significantly below competitors can signal lower quality and attract price-sensitive customers who churn easily; competing on differentiated value often works better than competing purely on price.
What's the difference between cost-based and value-based pricing?
Cost-based pricing starts from what it costs you to deliver plus a margin, while value-based pricing starts from what the outcome is worth to the customer — value-based pricing often allows for higher margins if the value is clearly communicated.