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Calculate unit economics for your AI product. Revenue per action, API cost per action, gross margin, and free tier damage. Run when model pricing changes or you're rethinking your credit pricing.
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| name | economics |
| description | Calculate unit economics for your AI product. Revenue per action, API cost per action, gross margin, and free tier damage. Run when model pricing changes or you're rethinking your credit pricing. |
| category | ai |
| tags | ["economics","pricing","margins","ai","cost"] |
| author | tushaarmehtaa |
Calculate the current unit economics for your AI product.
Search for credit/pricing constants:
grep -rn "CREDIT\|credit_cost\|COST\|FREE_CREDITS\|signup_bonus\|price\|PRICE" --include="*.py" --include="*.ts" -i
Find:
Search the web for current pricing for every model you use. Common ones to look up:
site:openai.com pricingsite:anthropic.com pricingsite:ai.google.dev pricingGet input $/1M tokens, output $/1M tokens, and image generation cost if applicable.
Make reasonable assumptions based on your prompts (or read the actual prompt files):
If you can find the actual prompts in the codebase, read them and estimate more precisely.
For each user-facing action:
API cost = (input_tokens / 1M × input_price) + (output_tokens / 1M × output_price)
Revenue = credits_charged × price_per_credit
Margin = (revenue - api_cost) / revenue × 100
UNIT ECONOMICS — [your product]
════════════════════════════════════════════════════════════════
USER PRICING
[price] = [credits] credits → $X.XX per credit
Signup bonus: [N] free credits
ACTION ECONOMICS
────────────────────────────────────────────────────────────────
Action Credits Revenue API Cost Margin
────────────────────────────────────────────────────────────────
[action name] [N] $X.XX $X.XXX XX%
[action name] [N] $X.XX $X.XXX XX%
────────────────────────────────────────────────────────────────
FREE TIER DAMAGE (N signup credits)
Conservative user: costs you ~$X.XX
Typical user: costs you ~$X.XX
Heavy user: costs you ~$X.XX
PAYBACK POINT
One paying user covers ~X non-converting free users
════════════════════════════════════════════════════════════════
Show what margins look like at ±20% credit price. Helps decide whether to change pricing without rebuilding the whole spreadsheet.