Product & business

Design a pricing strategy for an AI coding assistant

You're launching an AI coding assistant that genuinely 2x's developer productivity. GitHub Copilot charges $19/mo. Your product is better but unknown. How do you price it?

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The brief

Solve it in plain text with any AI you like, in about 10 to 20 minutes. A judge scores how you reasoned, not whether you matched an answer.

Developer tools market is $15B. GitHub Copilot has 1.8M paid subscribers. Enterprise deals average $39/seat/month. Free tier users convert at 4%. Developer trust is hard to earn and easy to lose. Open-source alternatives are emerging.

Constraints

Must be sustainable (not just growth hacking)
Must consider individual vs enterprise pricing
Must account for AI compute costs ($0.02-0.15 per request)
Cannot alienate open-source community

What a strong answer does

Revenue maximization potential
Market penetration strategy
Competitive defensibility
Alignment with developer values

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