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GitHub Trending
5/10

BudgetPilot for AI

A lightweight expense and allocation tool that connects to your credit card and AI subscriptions to track, attribute, and cap monthly AI spend per project or client.

Target user

Freelance consultants and small agencies billing AI tool costs back to clients

Features
  • Plaid/card-link import that auto-categorizes AI subscriptions and API invoices
  • Project tags so each prompt session (via browser extension) lands on the right client invoice
  • Monthly cap alerts and hard-stop rules per project
  • Client-ready monthly AI-cost reports exportable as PDF add-ons to invoices
Why now

Freelancers increasingly bill AI costs back to clients but lack tools to attribute spend accurately; quota visibility (Trend 2) is the input this tool needs.

Signals · overall 5/10
Demand
5/10

Freelancers do bill AI tool costs back (betonai rate card, aipedia guide), but no search result surfaced a large, acute pain around per-project AI spend attribution.AI Coding Freelance Rate Card 2026: What to Charge When ChatGPT and Claude Are in Your Stack — Real Rates From 71 Developers7 Tools for Tracking AI Token Usage Across Vendors in 2026

Whitespace
4/10

At least 3 direct competitors already position in this exact niche: AI Catalogue's AI Spend Tracker, Expendly, and the tools aggregated by Torii — market is not wide open.AI Spend Tracker & Optimizer — Track and Reduce AI Costs | The AI CatalogueHow Companies Can Control AI Tool Spending: ChatGPT, Claude, Copilot and Beyond

Monetization
5/10

Adjacent SaaS (AI Spend Tracker, ExpenseMonkey, Expensify/Ramp) monetize via subscriptions; freelancers are price-sensitive but the value of recovered AI cost (often >$100/mo) supports $10–30/mo pricing.AI Spend Tracker & Optimizer — Track and Reduce AI Costs | The AI CatalogueBest Expense Tracking Apps for Self-Employed 2026: AI-Powered Solutions

Longevity
7/10

Expendly characterizes AI tool spend as "the fastest-growing software budget line in 2026" — durable category as long as AI subscriptions remain fragmented across vendors.How Companies Can Control AI Tool Spending: ChatGPT, Claude, Copilot and Beyond

Feasibility
6/10

Plaid/card connections plus per-vendor API/billing scraping is feasible but nontrivial — multiple integrations and reconciliation logic required.AI Subscription Cost Calculator (2026): ChatGPT, Claude, Cursor & More

A plug-in for easy viewing of credit limits · ★ 136GitHub Trending · 2026-07-11 (13d ago)