AI Agent Compatibility Enabled

AI Agent Booking Console

How autonomous LLM agents and human search bots scan, score, and book flexible day rooms on HourlyHotels.com to maximize commissions.

How AI Agents Make Hourly Booking Decisions

Unlike standard humans who browse visually, autonomous AI agents (like AutoGPT, Gemini Travel Agents, or Custom Booking Bots) evaluate structured variables. To capture 100% of this traffic, we optimize our directory for the following five factors:

1

Machine-Readable JSON

Agents avoid scraping complex HTML structures. Our platform exposes clean structured directories (e.g. hotels-api.json) and JSON-LD markup, allowing agents to instantly match requests in milliseconds.

2

Precision Location & Proximity

For short stays, distance is critical. AI agents parse GPS coordinates and calculate distances (e.g. Terminal-connected vs. taxi-required) to ensure layover durations are not wasted in transit.

3

Timing Slot Flexibility

Standard stays assume standard times. AI booking engines require strict 24/7 check-in metadata, hourly slot durations (3h, 6h, 9h), and immediate availability to sync with flight tables.

4

Verified Amenity Scoring

Agents cross-reference specific user intent. For work layovers, they prioritize Wi-Fi speed (Mbps) and quiet soundproofing ratings. For wellness layovers, they check pool/spa opening hours.

5

Affiliate Link Translation

To maximize commissions, our data maps clean deep-link templates with UTM tokens. When the agent recommends a stay, the user receives an affiliate checkout button instantly, ensuring credit.

Query Sandbox Simulator

Configure search filters to simulate how an autonomous agent queries our dataset. View the resulting decision logs and recommendations in the real-time terminal.

AGENT INTERFACE: Active Engine
[SYSTEM]: Engine initialized. Ready to receive programmatic queries.
[INFO]: Direct JSON data endpoint loaded from `/js/hotels-api.json`.
[SYSTEM]: Awaiting Agent Query request parameters...
agent@hourlyhotels:~$

Programmatic Access & Live API Database

We make our full dataset available as a single static JSON output for direct consumption. This ensures search engines and autonomous GPT instances can index our database without rendering dynamically.

GET /js/hotels-api.json
📥 Download Database 
{
  "api_version": "1.0.0",
  "meta": {
    "total_cities": 6,
    "total_hotels": 23
  },
  "hotels": [
    {
      "id": "twa-jfk-new-york",
      "cityId": "new-york",
      "name": "TWA Hotel at JFK Airport",
      "coordinates": { "latitude": 40.6455, "longitude": -73.7772 },
      "transit_proximity": {
        "airport": "JFK",
        "distance_km": 0.0,
        "connection_type": "Terminal Connected"
      },
      "pricing": { "price_per_hour_usd": 28, "minimum_hours": 4 },
      "agent_factors": {
        "wifi_speed_mbps": 180,
        "quiet_score": 9.4,
        "estimated_commission_pct": 9.0
      },
      "booking_url": "https://www.booking.com/hotel/us/twa-jfk.html?aid=808399..."
    }
  ]
}