OpenAI · Strategy · Entry · 45 to 60 minutes

How should ChatGPT start monetizing?

OpenAI builds AI systems and products, including ChatGPT, a conversational assistant used by millions of people. Answer this product management case and get it graded line by line against a weighted rubric.

Product strategy
Pricing judgment
User segmentation
Trust and UX judgment
Metrics thinking

The situation

It is early 2023. ChatGPT has exploded in popularity with students, professionals, developers, and first time AI users. The product team is excited, but usage spikes are creating heavy infrastructure costs and reliability pressure, especially during busy hours. Leadership wants a plan that helps make the consumer product sustainable, but they are worried that charging too soon or in the wrong way could damage trust in a product people have quickly come to love. You are a PM on the ChatGPT team, and your manager asks you to prepare a recommendation for how the product should begin monetizing. Assume usage is growing faster than capacity and cost efficiency improvements, and the team needs a proposal that could ship in the near term without changing what ChatGPT fundamentally is. The hard part is not just revenue. You must protect the emotional promise of easy access and usefulness, while giving the company a credible path to cover costs and learn which users value the product most.

What to produce

Write a 1 to 2 page product strategy memo.

Your answer must

State the core product problem and the main tradeoff the team must resolve.
Identify 2 to 3 user segments and recommend which segment to target first for monetization.
Recommend one primary monetization approach and explain why it fits ChatGPT better than at least one alternative.
Define what stays free and what becomes paid, with a clear explanation of why users would see that line as fair.
List 3 success metrics and 2 guardrail metrics, and describe one major launch risk with a mitigation plan.

Constraints

Focus on the consumer ChatGPT product, not APIs or enterprise contracts.
Do not assume advertising becomes the primary business model in the near term.
Your recommendation should be feasible to launch within one quarter using the existing chat experience and model improvements already underway.
You do not have exact unit economics, only a clear signal that serving usage is expensive and demand is growing quickly.

Format

Use headings: problem, users, recommendation, free versus paid experience, metrics, risks and rollout.

How OpenAI actually played it

Looks at the February 2023 launch of ChatGPT Plus at $20 a month, treating pricing as a product decision and making the upgrade feel worthwhile.

Pricing is a product decision
Make upgrades feel aspirational without punishing free users
Introduce a paid tier when demand is proven

Built from Monetization without losing trust: ChatGPT series part 5 by Sreerag Panat.