Scenario: 500 Kraft Mailer Boxes for Austin TX

User prompt: "I need 500 kraft mailer boxes 10x8x4 inches for our warehouse in Austin TX"

Firestarter Workflow

1. Parse intent: product_type=packaging, quantity=500, dimensions=10x8x4, location=Austin TX
2. Search suppliers: Google Shopping, direct packaging suppliers, Uline, Amazon Business
3. Score and rank by: unit price, bulk discount, shipping cost to Austin TX, delivery speed
4. Present top 3 options with pricing breakdown
5. Approval checkpoint: human reviews options, approves purchase
6. Payment via Stripe (held in escrow until delivery)
7. Shipping label generated, tracking number provided
8. Delivery confirmed, payment captured

Why generic AI search is insufficient

ChatGPT can find mailer boxes. But it cannot compare bulk pricing across suppliers, negotiate volume discounts, process payment, generate shipping labels, or track delivery. Firestarter handles the full lifecycle.

Try this with the API