AI API Cost Dashboard
The Problem
Indie developers and small teams lack visibility into their LLM API costs broken down by feature, user, and model.
Real Demand Evidence
Found on x·2 months ago
My OpenAI bill is $400 this month. I have no idea which of my 8 features is causing the spike. I added a new summarization feature last week and I think it's that, but I genuinely can't tell from the OpenAI dashboard.
Core Insight
A simple, zero-config AI cost dashboard with automatic feature attribution.
- Target Customer
- Indie developers and small teams building AI-powered products.
- Revenue Model
- Subscription fees similar to existing tools in the $20-$100/mo range.
Competitive Landscape
No per-feature or per-user breakdown
$0-$200+/mo
Requires custom tagging to attribute to features
$0-$39+/mo
Tracks LangChain workflows but not arbitrary API calls
Willingness to Pay
- $20-$100/mo
Founders routinely pay $20-$100/mo for any tool that prevents surprise AI bills — the ROI from a single caught cost spike justifies months of subscription fees.
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