Scenario: Birthday Gift Under $40

User prompt: "Find a birthday gift for my sister under $40 - she likes plants and stationery"

Workflow

1. Parse intent: recipient=sister, occasion=birthday, budget=$40 hard cap, interests=plants+stationery
2. Search marketplace and gift vendors across both interest categories
3. Filter gift-appropriate items within budget including shipping
4. Score by interest match, ratings, and delivery time
5. Curate top 3 gift options with pricing breakdown
6. Approval checkpoint: human picks the winner
7. Payment and gift-wrapped shipping with tracking

Why generic AI search is insufficient

ChatGPT can suggest gift ideas. But it cannot enforce a hard $40 cap including shipping, check live stock, process payment, or track delivery. Firestarter executes the full purchase.

Try this with the API