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How to Answer Pricing Questions

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Pricing strategy questions assess your ability to set a product price that makes sense in a given business context. You need to understand what the product is worth, what it costs to deliver, and what the company is trying to achieve.

The pricing framework

Use this three-step structure whether you’re pricing a new product or changing the price of an existing one.

Throughout this lesson, we’ll use this prompt as a running example to show how each step of the framework works in practice:

Anthropic has developed Claude Design, an AI tool that helps non-designers create user interfaces. How would you price it?

Step 1: Define the landscape

Before choosing a model, work out what pricing needs to accomplish, what constraints it must respect, and how it should shape customer behavior.

Start with the product and customer:

  • Who is the product for, and what value does it provide?
  • What do customers do today instead?
  • Is this a new product or a change to an existing one?
  • How price-sensitive are these customers?

Then clarify the company’s goal:

  • Is the company optimizing for adoption, profit, or market share?
  • Is it entering a new market or defending an existing one?
  • Is the product meant to strengthen or reposition the brand?

Next, identify the constraints:

  • Competition: Which alternatives shape the customer’s willingness to pay? These may not be direct competitors.
  • Cost: What drives the cost of serving each customer, and how does that cost change with heavier usage?
  • International markets: Will willingness to pay or the appropriate model vary by region? A model that works in the US may need a lower-priced, freemium, or ad-supported version elsewhere.
  • Existing products: Could the new price cannibalize another product or tier?
  • Public perception: Could the price/paywall damage trust or create backlash?

Step 2: Choose a pricing model

Choosing a pricing model involves two separate decisions:

  1. Choose the monetization approach: Decide where the money comes from.
  2. Choose the pricing structure: Decide how customers will be charged.

Make these decisions in that order.

Decision 1: Monetization approach

Choose the broad approach that best fits the product. You can combine approaches when needed.

Monetization Approach

Decision 2: Pricing structure

Once you've chosen your approach, select the structure within it.

If everyone pays:

If Everyone Pays

If free with indirect monetization:

Free with Indirect Monetization

If part free, part paid:

Part Free Part Paid

Step 3: Determine the price

Use three anchors to find a defensible range:

  • Value ceiling: What is the outcome worth to the customer? For B2B products, tie this to measurable ROI. For consumer products, compare it with the cost of doing the work manually or using an alternative.
  • Cost floor: What must the company charge to serve the customer without losing money? For AI products, include inference costs.
  • Competitive range: What prices will customers already recognize as reasonable i.e. what are competitors charging? This serves as a sanity check but it shouldn’t be your sole consideration e.g., the whole market may be underpriced.

Then choose a number within that range and stress-test it:

  • Cannibalization: Will it push customers away from an existing product or tier?
  • Positioning: Do the price and usage limits send the right signal about the product’s quality and value?
  • Long-term plan: Is this a launch price or the steady-state price? If it starts low, how will it increase later?
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