LastMinuteDeals — Real-World Execution Infrastructure for AI Agents

# LastMinuteDeals > Execution infrastructure for AI agents that need to book real-world services. LastMinuteDeals is the intent-to-confirmation layer for real-world service bookings. An AI agent tells us what it wants. We search, decide, execute, retry, and confirm — returning a booking outcome synchronously or via persistent delegated intent. This is not a scraper or a deal aggregator. It is a primitive in the agent economy: observe → decide → execute → learn → improve ## What this handles end-to-end - Discovery: 8+ platforms, 150+ US cities, 83 live slots as of 2026-04-16 07:30 UTC - Categories: events, wellness, beauty, hospitality, home_services, professional_services - Availability window: 0–72 hours from now - Execution: multi-path retry engine (7 strategies), Playwright automation per platform - Payment: Stripe auth-then-capture (card held, charged only after booking confirmed) or pre-funded wallet - Intelligence: market insights accumulate from every booking — success rates, fill velocity, optimal windows - Persistence: delegated intent sessions — create once, system executes autonomously until resolved ## Why this exists When an AI agent needs to book a real-world service, it has two options: 1. Build booking automation in-house: 3-6 months, platform-specific maintenance, no historical data 2. Call LastMinuteDeals: 1 API key, 1 HTTP call, guaranteed outcome with full audit trail This is the same argument Stripe made for payments and Twilio made for communications. LastMinuteDeals makes it for real-world service execution. ## For AI Agents — REST API Base URL: https://web-production-dc74b.up.railway.app API spec: https://lastminutedealshq.com/openapi.json ### Search deals GET /slots?category=wellness&city=New+York&hours_ahead=24&max_price=100 Returns: JSON array of available slots with our_price, start_time, slot_id, location ### Check availability GET /slots/{slot_id}/quote Returns: conf

{ "openapi": "3.1.0", "info": { "title": "LastMinuteDeals Execution API", "description": "Execution infrastructure for AI agents booking real-world services. Intent-to-confirmation pipeline: search \u2192 decide \u2192 guarantee \u2192 confirm. Multi-path retry engine, pre-funded wallets, delegated intent sessions, market intelligence. Card authorized (not charged) until booking confirmed on source platform.", "version": "1.0.0", "contact": { "name": "LastMinuteD