Scenario: 10 USB-C Laptop Chargers by Tomorrow Morning
User prompt: "We need 10 USB-C laptop chargers 65W by tomorrow morning for a client meeting"
Workflow
- Parse intent: product=USB-C chargers, wattage=65W, quantity=10, deadline=tomorrow 9am - hard cutoff
- Search suppliers and local retail stock
- Compatibility match: 65W USB-C Power Delivery, laptop-class, safety certified
- Availability filter: in stock AND deliverable before the deadline - next-day air, same-day courier, or local pickup
- Rank by arrival certainty first, then price
- Approval checkpoint - urgent does not mean unsupervised
- Payment and expedited shipping
- Track to deadline with delivery-at-risk alerts and automatic fallback sourcing
Why generic AI search is insufficient
A deadline purchase fails silently with generic tools: no arrival guarantees, no monitoring, no plan B. Firestarter tracks the order against the cutoff and re-sources if a carrier slips.
Try this with the API