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Grow or Die joins traffic, payments, and server-side model usage to show revenue per visitor, AI cost per visitor, and contribution profit. See which customers, features, and models create or destroy margin—without storing prompts or outputs.
Hey Product Hunt 👋
I built Grow or Die after watching AI products celebrate traffic and MRR while treating model cost as an unrelated bill. For AI software, that leaves the most important question unanswered: did growth create margin?
Grow or Die connects:
• GA4 or PostHog for visitors
• Stripe or Lemon Squeezy for paid revenue and refunds
• a server-side SDK for OpenAI or Anthropic usage
Then it gives you one shared equation:
Revenue / visitor − AI cost / visitor = profit / visitor
The deliberate choices:
• no prompt or output storage
• no model API keys
• failed and timed-out calls still count when tokens were consumed
• missing or unpriced data stays missing
• one prioritized profit action instead of dozens of generic recommendations
It is for founders and small AI product teams who need to know which customers, features, or model choices are actually profitable. Pricing is $289/year, with unlimited events, one user, one replaceable website slot, and three years of event retention.
I’d especially love feedback on two things:
1. Is the visitor-level equation the fastest way to understand AI unit economics?
2. Which margin breakdown would help you act first: customer, feature, or model?
Thanks for taking a look — I’ll be here all day answering questions.
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About Grow or die on Product Hunt
“Know if your AI product is growing profitably”
Grow or die was submitted on Product Hunt and earned 9 upvotes and 2 comments, placing #39 on the daily leaderboard. Grow or Die joins traffic, payments, and server-side model usage to show revenue per visitor, AI cost per visitor, and contribution profit. See which customers, features, and models create or destroy margin—without storing prompts or outputs.
Grow or die was featured in Analytics (173.2k followers) on Product Hunt. Together, these topics include over 16.2k products, making this a competitive space to launch in.
Who hunted Grow or die?
Grow or die was hunted by Sharath Kuruganty. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Grow or die stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Sharath Kuruganty