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MarginWard
Stripe shows revenue. MarginWard shows margin.
Your AI app has flat pricing, but every customer burns a different amount of tokens, so some pay $49 and cost you $80. Stripe never tells you. MarginWard joins your LLM costs with your Stripe revenue to show gross margin per customer and alerts you the moment one turns unprofitable. Free calculator, no signup.
Hey Product Hunt 👋
I run a small AI SaaS, and one day I did the math by hand: a few of my "best" power users were actually costing me more in LLM tokens than they paid me. Stripe showed them as healthy MRR. My margin told a very different story.
The problem is structural, AI products charge a flat monthly price, but token usage per customer varies 10–50×. Revenue dashboards hide this completely. You usually find out when your model bill spikes and you can't explain why.
**MarginWard** closes that blind spot. It pulls your LLM cost data (Langfuse, OpenRouter, or a simple ingest API) and joins it with your Stripe revenue to show:
• gross margin per customer and per plan
• which customers are unprofitable *right now*
• alerts the moment a customer crosses into the red
• a weekly email digest, so you don't have to babysit a dashboard
Want to sanity-check one customer first? Free calculator, no signup: https://marginward.com/tools/mar...
I'd love brutal feedback: does this match a pain you have? Which integration would make it a no-brainer? I'm here all day. 🙏
— Fabien
About MarginWard on Product Hunt
“Stripe shows revenue. MarginWard shows margin.”
MarginWard was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #31 on the daily leaderboard. Your AI app has flat pricing, but every customer burns a different amount of tokens, so some pay $49 and cost you $80. Stripe never tells you. MarginWard joins your LLM costs with your Stripe revenue to show gross margin per customer and alerts you the moment one turns unprofitable. Free calculator, no signup.
On the analytics side, MarginWard competes within Analytics, Developer Tools, Artificial Intelligence and Vercel Day — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how MarginWard performed against the three products that launched closest to it on the same day.
Who hunted MarginWard?
MarginWard was hunted by Fabien Deshais. 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.
For a complete overview of MarginWard including community comment highlights and product details, visit the product overview.
Fabien Deshais