Travel & Lodging

How do you search Booking.com hotels via API?

Call ReefAPI's booking hotels/search action with a destination and a date range and read hotel cards, prices, review scores and room blocks back as JSON. The fields that catch people are the ones that look familiar and are not: the review score is on a 0-10 scale, the photo is a path rather than a URL, and search results carry no coordinates at all.

Booking.com engineLive JSON5 steps1,000 free credits

This guide demonstrates the real Booking.com API engine with a captured response from . The example is only published because the engine passed the SEO snapshot gate.

Use case

Travel search, lodging price monitoring, itinerary tools and destination research.

Step by step

Call the live endpoint

  1. 1

    Search by text or by dest_id

    query 'Paris' resolves for you and meta.destination reports what it resolved to - dest_id '-1456928', dest_type 'city', value 'Paris, Ile de France, France'. Pass that dest_id directly on later calls to remove the ambiguity.

  2. 2

    Always send checkin, checkout and adults

    Price and availability are meaningless without them. currency is separate and changes the units, not the inventory.

  3. 3

    Read amount_unformatted for arithmetic

    The formatted strings carry currency symbols and rounding. price.text tells you whether the figure is a total or per night.

  4. 4

    Score on the 0-10 scale

    review_score.score runs 0-10 with review_count beside it. min_rating takes the same scale and is translated to Booking's internal 0-100 before it is sent.

  5. 5

    Page with pagination.next_page

    Search returns 25 per page with pagination.total (1,827 for our Paris dates) and has_more. Detail on a specific hotel goes through hotels/detail with page_name plus country_code.

Code

Copy the request

These snippets use the captured request params for booking/v1/hotels/search.

curl -X POST https://api.reefapi.com/booking/v1/hotels/search \
  -H "x-api-key: $REEF_KEY" \
  -H "content-type: application/json" \
  -d '{"dest_id":"-755070","dest_type":"city","checkin":"2026-10-14","checkout":"2026-10-16"}'
MCP one-liner
Ask your MCP-connected assistant: call reefapi.booking.hotels/search with {"dest_id":"-755070","dest_type":"city","checkin":"2026-10-14","checkout":"2026-10-16"}.
Real response

Captured output from ReefAPI

Captured on UTC. The response below is the committed snapshot, including the API envelope and metadata.

Captured request
{
  "method": "POST",
  "url": "https://api.reefapi.com/booking/v1/hotels/search",
  "headers": {
    "x-api-key": "$REEF_KEY",
    "content-type": "application/json"
  },
  "body": {
    "dest_id": "-755070",
    "dest_type": "city",
    "checkin": "2026-10-14",
    "checkout": "2026-10-16"
  }
}
Captured response
{
  "ok": true,
  "meta": {
    "api": "booking",
    "endpoint": "hotels/search",
    "mode": "live",
    "latency_ms": 1351.4,
    "record_count": 25,
    "bytes": 385659,
    "cache_hit": false,
    "completeness_pct": 100,
    "destination": {
      "dest_id": "-755070",
      "dest_type": "city",
      "value": "Istanbul, Marmara Region, Turkey"
    },
    "completeness_basis": {
      "items": 25,
      "field_slots": 176,
      "field_slots_filled": 176,
      "pagination_total_present": true
    },
    "charged_credits": 2,
    "version": "1.2.0"
  },
  "data": {
    "items": [
      {
        "hotel_id": 14985584,
        "page_name": "walkabout-apart",
        "name": "walkabout apart",
        "description": null,
        "url": "https://www.booking.com/hotel/tr/walkabout-apart.html",
        "location": {
          "address": "KUCUK AYASOFYA MAH. KADIRGA LIMANI CD, DISKAPI NO:138, DAIRE 0000 FATIH  ",
          "city": "istanbul",
          "country_code": "tr",
          "latitude": null,
          "longitude": null,
          "display": "Fatih, Istanbul",
          "distance": "0.5 km from downtown",
          "geo_distance_meters": null
        },
        "price": {
          "text": "Total",
          "amount": "€ 74.36",
          "amount_rounded": "€ 74",
          "amount_unformatted": 74.3600000000001,
          "currency": "EUR"
        },
        "price_before_discount": {
          "text": "€ 43.74 × 2 nights",
          "amount": "€ 87.48",
          "amount_rounded": "€ 87",
          "amount_unformatted": 87.4800000000001,
          "currency": "EUR"
        },
        "charges_info": "Includes taxes and fees",
        "excluded_charges": {
          "excludeChargesList": [],
          "excludeChargesAggregated": {
            "copy": {
              "translation": null,
              "__typename": "TranslationTag"
            },
            "amountPerStay": {
              "amount": "",
              "__typename": "PriceDisplayIrene",
              "currency": "",
              "amountRounded": "",
              "amountUnformatted": 0
            },
            "__typename": "PriceDisplayAggregatedIrene"
          },
          "__typename": "ExcludeChargesIrene"
        },
        "discounts": [
          {
            "name": {
              "translation": "Bonus savings",
              "__typename": "TranslationTag"
            },
            "productId": "basic-deal",
            "__typename": "DiscountDisplayIrene",
            "description": {
              "__typename": "TranslationTag",
              "translation": "You’re getting a reduced rate because this property is offering a discount."
            },
            "amount": {
              "amountRounded": "€ 13",
              "amountUnformatted": 13.1200000000001,
              "amount": "€ 13.12",
              "currency": "EUR",
              "__typename": "PriceDisplayIrene"
            },
            "itemType": "rate"
          }
        ],
        "meal_plan": null,
        "breakfast_included": false,
        "review_score": {
          "score": 8.7,
          "review_count": 97,
          "label": "Excellent",
          "secondary_score": 9.5
        },
        "star_rating": null,
        "accommodation_type_id": 222,
        "photo": "/xdata/images/hotel/square600/801956156.jpg?k=abd5311c7161bd76e41d4a1e84ddfc968959d490ca897c00ee6f517f39f73892&o=",
        "room_configurations": {
          "__typename": "MatchingUnitConfigurations",
          "commonConfiguration": {
            "name": null,
            "nbBathrooms": 0,
            "__typename": "UnitConfiguration",
            "nbUnits": 1,
            "unitTypeNames": [],
            "bedConfigurations": [
              {
                "nbAllBeds": 1,
                "__typename": "BedConfiguration",
                "beds": [
                  {
                    "type": 2,
                    "count": 1,
                    "__typename": "Bed"
                  }
                ]
              }
            ],
            "nbLivingrooms": 0,
            "nbAllBeds": 1,
            "nbKitchens": 0,
            "nbBedrooms": 0,
            "localizedArea": null,
            "unitId": 0
          },
          "unitConfigurations": [
            {
              "nbUnits": 1,
              "unitTypeNames": [],
              "nbBathrooms": 0,
              "__typename": "UnitConfiguration",
              "unitTypeId": 9,
              "name": "Double Room",
              "unitId": 1498558401,
              "nbAllBeds": 1,
              "nbKitchens": 0,
              "localizedArea": null,
              "nbBedrooms": 0,
              "nbLivingrooms": 0,
              "bedConfigurations": [
                {
                  "__typename": "BedConfiguration",
                  "beds": [
                    {
                      "type": 2,
                      "__typename": "Bed",
                      "count": 1
                    }
                  ],
                  "nbAllBeds": 1
                }
              ],
              "apartmentRooms": []
            }
          ]
        },
        "room_blocks": [
          {
            "room_id": "1498558401",
            "occupancy": 2,
            "policy_group_id": "421542176",
            "package_id": "0",
            "meal_plan_id": 2,
            "final_price": {
              "amount": 74.36,
              "currency": "EUR"
            },
            "original_price": {
              "amount": 74.36,
              "currency": "EUR"
            },
            "free_cancellation_until": null,
            "cancellation_type": null,
            "only_left_message": "We have 3 left at this price",
            "available_count_hint": null,
            "meal_plan": null,
            "breakfast_included": false,
            "taxes_and_charges": []
          }
        ],
        "policies": {
          "showNoPrepayment": false,
          "showFreeCancellation": false,
          "enableJapaneseUsersSpecialCase": null,
          "__typename": "Policies"
        },
        "badges": {
          "showSkiToDoor": false,
          "__typename": "CustomBadges",
          "showOnlineCheckinBadge": null,
          "showBhTravelCreditBadge": false
        }
      },
      {
        "hotel_id": 15104647,
        "page_name": "rovigo",
        "name": "Rovigo Hotel",
        "description": null,
        "url": "https://www.booking.com/hotel/tr/rovigo.html",
        "location": {
          "address": "Tekin Alp Sokak NO:23",
          "city": "Fatih",
          "country_code": "tr",
          "latitude": null,
          "longitude": null,
          "display": "Fatih, Istanbul",
          "distance": "1.2 km from downtown",
          "geo_distance_meters": null
        },
        "price": {
          "text": "Total",
          "amount": "€ 46.98",
          "amount_rounded": "€ 47",
          "amount_unformatted": 46.9800000000001,
          "currency": "EUR"
        },
        "price_before_discount": {
          "text": "€ 26.10 × 2 nights",
          "amount": "€ 52.20",
          "amount_rounded": "€ 52",
          "amount_unformatted": 52.2000000000001,
          "currency": "EUR"
        },
        "charges_info": "Includes taxes and fees",
        "excluded_charges": {
          "excludeChargesList": [],
          "excludeChargesAggregated": {
            "copy": {
              "translation": null,
              "__typename": "TranslationTag"
            },
            "__typename": "PriceDisplayAggregatedIrene",
            "amountPerStay": {
              "amountRounded": "",
              "amountUnformatted": 0,
              "__typename": "PriceDisplayIrene",
              "currency": "",
              "amount": ""
            }
          },
          "__typename": "ExcludeChargesIrene"
        },
        "discounts": [
          {
            "name": {
              "translation": "Genius discount",
              "__typename": "TranslationTag"
            },
            "productId": "genius_discount_10",
            "amount": {
              "amount": "€ 5.22",
              "__typename": "PriceDisplayIrene",
              "currency": "EUR",
              "amountRounded": "€ 5",
              "amountUnformatted": 5.22000000000009
            },
            "__typename": "DiscountDisplayIrene",
            "description": {
              "translation": "Get this Genius member rate if you sign in or join Genius for free.",
              "__typename": "TranslationTag"
            },
            "itemType": "rate"
          }
        ],
        "meal_plan": null,
        "breakfast_included": false,
        "review_score": {
          "score": 7.9,
          "review_count": 56,
          "label": "Good",
          "secondary_score": 0
        },
        "star_rating": null,
        "accommodation_type_id": 204,
        "photo": "/xdata/images/hotel/square600/763438939.jpg?k=5502c0d2e94a0fc6a9622db5b15741f3530a4ce36cd609c89bbb28c55ee508a5&o=",
        "room_configurations": {
          "commonConfiguration": {
            "unitTypeNames": [],
            "nbUnits": 1,
            "name": null,
            "nbBathrooms": 0,
            "__typename": "UnitConfiguration",
            "localizedArea": null,
            "nbBedrooms": 0,
            "nbAllBeds": 1,
            "nbKitchens": 0,
            "unitId": 0,
            "bedConfigurations": [
              {
                "nbAllBeds": 1,
                "beds": [
                  {
                    "__typename": "Bed",
                    "count": 1,
                    "type": 2
                  }
                ],
                "__typename": "BedConfiguration"
              }
            ],
            "nbLivingrooms": 0
          },
          "unitConfigurations": [
            {
              "nbAllBeds": 1,
              "nbKitchens": 0,
              "nbBedrooms": 0,
              "localizedArea": null,
              "unitId": 1510464704,
              "bedConfigurations": [
                {
                  "__typename": "BedConfiguration",
                  "beds": [
                    {
                      "count": 1,
                      "__typename": "Bed",
                      "type": 2
                    }
                  ],
                  "nbAllBeds": 1
                }
              ],
              "apartmentRooms": [],
              "nbLivingrooms": 0,
              "nbUnits": 1,
              "unitTypeNames": [],
              "unitTypeId": 9,
              "name": "Standard Double Room",
              "nbBathrooms": 0,
              "__typename": "UnitConfiguration"
            }
          ],
          "__typename": "MatchingUnitConfigurations"
        },
        "room_blocks": [
          {
            "room_id": "1510464704",
            "occupancy": 0,
            "policy_group_id": "422807834",
            "package_id": "0",
            "meal_plan_id": 0,
            "final_price": {
              "amount": 46.98,
              "currency": "EUR"
            },
            "original_price": {
              "amount": 46.98,
              "currency": "EUR"
            },
            "free_cancellation_until": "2026-10-11T21:00:00Z",
            "cancellation_type": null,
            "only_left_message": "We have 1 left at this price",
            "available_count_hint": null,
            "meal_plan": null,
            "breakfast_included": false,
            "taxes_and_charges": []
          }
        ],
        "policies": {
          "showFreeCancellation": true,
          "enableJapaneseUsersSpecialCase": null,
          "__typename": "Policies",
          "showNoPrepayment": true
        },
        "badges": {
          "showSkiToDoor": false,
          "__typename": "CustomBadges",
          "showOnlineCheckinBadge": null,
          "showBhTravelCreditBadge": false
        }
      },
      {
        "hotel_id": 10895903,
        "page_name": "taksim-pera-pandora",
        "name": "Taksim Pandora hotel",
        "description": null,
        "url": "https://www.booking.com/hotel/tr/taksim-pera-pandora.html",
        "location": {
          "address": "Demirbaş Sokak",
          "city": "Beyoğlu",
          "country_code": "tr",
          "latitude": null,
          "longitude": null,
          "display": "Beyoglu, Istanbul",
          "distance": "3.2 km from downtown",
          "geo_distance_meters": null
        },
        "price": {
          "text": "Total",
          "amount": "€ 66.72",
          "amount_rounded": "€ 67",
          "amount_unformatted": 66.7200000000001,
          "currency": "EUR"
        },
        "price_before_discount": {
          "text": "€ 43.60 × 2 nights",
          "amount": "€ 87.21",
          "amount_rounded": "€ 87",
          "amount_unformatted": 87.2100000000001,
          "currency": "EUR"
        },
        "charges_info": "Includes taxes and fees",
        "excluded_charges": {
          "excludeChargesAggregated": {
            "copy": {
              "translation": null,
              "__typename": "TranslationTag"
            },
            "amountPerStay": {
              "__typename": "PriceDisplayIrene",
              "currency": "",
              "amount": "",
              "amountRounded": "",
              "amountUnformatted": 0
            },
            "__typename": "PriceDisplayAggregatedIrene"
          },
          "excludeChargesList": [],
          "__typename": "ExcludeChargesIrene"
        },
        "discounts": [
          {
            "itemType": "rate",
            "amount": {
              "__typename": "PriceDisplayIrene",
              "currency": "EUR",
              "amount": "€ 11.77",
              "amountUnformatted": 11.7700000000001,
              "amountRounded": "€ 12"
            },
            "__typename": "DiscountDisplayIrene",
            "description": {
              "translation": "You’re getting a reduced rate because this property is offering a discount.",
              "__typename": "TranslationTag"
            },
            "productId": "basic-deal",
            "name": {
              "__typename": "TranslationTag",
              "translation": "Bonus savings"
            }
          },
          {
            "productId": "genius_discount_10",
            "name": {
              "__typename": "TranslationTag",
              "translation": "Genius discount"
            },
            "itemType": "rate",
            "__typename": "DiscountDisplayIrene",
            "description": {
              "__typename": "TranslationTag",
              "translation": "Get this Genius member rate if you sign in or join Genius for free."
            },
            "amount": {
              "amountRounded": "€ 9",
              "amountUnformatted": 8.72000000000009,
              "currency": "EUR",
              "__typename": "PriceDisplayIrene",
              "amount": "€ 8.72"
            }
          }
        ],
        "meal_plan": null,
        "breakfast_included": false,
        "review_score": {
          "score": 8.3,
          "review_count": 576,
          "label": "Very Good",
          "secondary_score": 0
        },
        "star_rating": null,
        "accommodation_type_id": 204,
        "photo": "/xdata/images/hotel/square600/848871788.jpg?k=73126385c7a711c601c7c0f5d82fd91daf385aff41a772369b0adea3bab0433d&o=",
        "room_configurations": {
          "__typename": "MatchingUnitConfigurations",
          "unitConfigurations": [
            {
              "__typename": "UnitConfiguration",
              "nbBathrooms": 0,
              "name": "Small Double Room",
              "unitTypeId": 9,
              "unitTypeNames": [],
              "nbUnits": 1,
              "nbLivingrooms": 0,
              "apartmentRooms": [],
              "bedConfigurations": [
                {
                  "__typename": "BedConfiguration",
                  "beds": [
                    {
                      "type": 3,
                      "count": 1,
                      "__typename": "Bed"
                    }
                  ],
                  "nbAllBeds": 1
                }
              ],
              "unitId": 1089590306,
              "localizedArea": null,
              "nbBedrooms": 0,
              "nbKitchens": 0,
              "nbAllBeds": 1
            }
          ],
          "commonConfiguration": {
            "nbUnits": 1,
            "unitTypeNames": [],
            "nbBathrooms": 0,
            "__typename": "UnitConfiguration",
            "name": null,
            "unitId": 0,
            "nbKitchens": 0,
            "nbAllBeds": 1,
            "localizedArea": null,
            "nbBedrooms": 0,
            "nbLivingrooms": 0,
            "bedConfigurations": [
              {
                "nbAllBeds": 1,
                "beds": [
                  {
                    "type": 3,
                    "__typename": "Bed",
                    "count": 1
                  }
                ],
                "__typename": "BedConfiguration"
              }
            ]
          }
        },
        "room_blocks": [
          {
            "room_id": "1089590306",
            "occupancy": 0,
            "policy_group_id": "381866721",
            "package_id": "0",
            "meal_plan_id": 0,
            "final_price": {
              "amount": 66.72,
              "currency": "EUR"
            },
            "original_price": {
              "amount": 66.72,
              "currency": "EUR"
            },
            "free_cancellation_until": null,
            "cancellation_type": null,
            "only_left_message": "We have 2 left at this price",
            "available_count_hint": null,
            "meal_plan": null,
            "breakfast_included": false,
            "taxes_and_charges": []
          }
        ],
        "policies": {
          "showNoPrepayment": false,
          "enableJapaneseUsersSpecialCase": null,
          "showFreeCancellation": false,
          "__typename": "Policies"
        },
        "badges": {
          "showBhTravelCreditBadge": false,
          "__typename": "CustomBadges",
          "showOnlineCheckinBadge": null,
          "showSkiToDoor": false
        }
      },
      {
        "hotel_id": 11822839,
        "page_name": "mamma-marya",
        "name": "Mamma Marya Hotel",
        "description": null,
        "url": "https://www.booking.com/hotel/tr/mamma-marya.html",
        "location": {
          "address": "9 Kantarcı Süleyman Sokak",
          "city": "Fatih",
          "country_code": "tr",
          "latitude": null,
          "longitude": null,
          "display": "Fatih, Istanbul",
          "distance": "1 km from downtown",
          "geo_distance_meters": null
        },
        "price": {
          "text": "Total",
          "amount": "€ 94.65",
          "amount_rounded": "€ 95",
          "amount_unformatted": 94.6500000000001,
          "currency": "EUR"
        },
        "price_before_discount": {
          "text": "€ 127.50 × 2 nights",
          "amount": "€ 255",
          "amount_rounded": "€ 255",
          "amount_unformatted": 255,
          "currency": "EUR"
        },
        "charges_info": "Includes taxes and fees",
        "excluded_charges": {
          "__typename": "ExcludeChargesIrene",
          "excludeChargesList": [],
          "excludeChargesAggregated": {
            "copy": {
              "translation": null,
              "__typename": "TranslationTag"
            },
            "__typename": "PriceDisplayAggregatedIrene",
            "amountPerStay": {
              "amountRounded": "",
              "amountUnformatted": 0,
              "currency": "",
              "__typename": "PriceDisplayIrene",
              "amount": ""
            }
          }
        },
        "discounts": [
          {
            "productId": "limited-time-deal",
            "name": {
              "__typename": "TranslationTag",
              "translation": "Limited-time Deal"
            },
            "itemType": "rate",
            "amount": {
              "amountRounded": "€ 153",
              "amountUnformatted": 153,
              "currency": "EUR",
              "__typename": "PriceDisplayIrene",
              "amount": "€ 153"
            },
            "__typename": "DiscountDisplayIrene",
            "description": {
              "translation": "You're getting a discount because—for a limited time only—this property is offering reduced rates on rooms that match your search.",
              "__typename": "TranslationTag"
            }
          },
          {
            "amount": {
              "amount": "€ 7.35",
              "__typename": "PriceDisplayIrene",
              "currency": "EUR",
              "amountUnformatted": 7.35000000000008,
              "amountRounded": "€ 7"
            },
            "description": {
              "translation": "You’ll get a reduced rate when you pay online because Booking.com will pay part of the price.",
              "__typename": "TranslationTag"
            },
            "__typename": "DiscountDisplayIrene",
            "itemType": "total",
            "name": {
              "translation": "Booking.com pays",
              "__typename": "TranslationTag"
            },
            "productId": "BSD"
          }
        ],
        "meal_plan": null,
        "breakfast_included": false,
        "review_score": {
          "score": 9,
          "review_count": 637,
          "label": "Wonderful",
          "secondary_score": 0
        },
        "star_rating": 3,
        "accommodation_type_id": 204,
        "photo": "/xdata/images/hotel/square600/751574973.jpg?k=c79566a226f66daf158da4fcdd4f2f57664e093ad4a85c3b73d985516833de80&o=",
        "room_configurations": {
          "__typename": "MatchingUnitConfigurations",
          "unitConfigurations": [
            {
              "nbKitchens": 0,
              "nbAllBeds": 1,
              "nbBedrooms": 0,
              "localizedArea": null,
              "unitId": 1182283911,
              "bedConfigurations": [
                {
                  "beds": [
                    {
                      "count": 1,
                      "__typename": "Bed",
                      "type": 6
                    }
                  ],
                  "__typename": "BedConfiguration",
                  "nbAllBeds": 1
                }
              ],
              "apartmentRooms": [],
              "nbLivingrooms": 0,
              "nbUnits": 1,
              "unitTypeNames": [],
              "name": "Economy Double Room",
              "unitTypeId": 9,
              "__typename": "UnitConfiguration",
              "nbBathrooms": 0
            }
          ],
          "commonConfiguration": {
            "name": null,
            "nbBathrooms": 0,
            "__typename": "UnitConfiguration",
            "nbUnits": 1,
            "unitTypeNames": [],
            "bedConfigurations": [
              {
                "nbAllBeds": 1,
                "__typename": "BedConfiguration",
                "beds": [
                  {
                    "type": 6,
                    "count": 1,
                    "__typename": "Bed"
                  }
                ]
              }
            ],
            "nbLivingrooms": 0,
            "nbAllBeds": 1,
            "nbKitchens": 0,
            "localizedArea": null,
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      "offset": 0,
      "page": 1,
      "has_more": true,
      "next_page": 2
    },
    "applied": {
      "sort_by": "top_picks",
      "filters": []
    }
  }
}
Manual way

Why this is hard manually

Hotel prices are not a property of a hotel. They are a property of a hotel, a date range, an occupancy and a currency, and any pipeline that stores 'the price of the Hotel X' without all four is storing a number that means nothing next week. Booking.com's own result cards make this easy to forget because they show one big figure.

The second thing that trips people is the review score. Booking uses a 0-10 scale, not 0-5 and not a percentage - our Paris search returned scores of 5.1, 4.4, 8.6, 3.9 and 2.7 in the same result set. Anyone who assumes five-star semantics will read 8.6 as impossible and 4.4 as mediocre, when 4.4 is genuinely poor and 8.6 is good.

The third is that Booking's search surface is stingier than its detail surface in ways that are not signposted. We measured latitude and longitude as null on all 25 search results, on both of our searches. The hotels obviously have coordinates. The search cards simply do not carry them.

ReefAPI way

Why ReefAPI solves it

Filters are echoed back after normalization, which is the fastest way to learn what your parameter actually became. We sent min_rating:8 and the response's applied block read filters: ['review_score=80'] - Booking works in a 0-100 space internally and we translate. All 25 returned hotels scored 8.0 or above, so the filter did what it said. sort_by is echoed the same way.

Prices come in three forms so you never have to parse a symbol out of a string: amount 'US$120.43' for display, amount_rounded 'US$120' for compact UI, and amount_unformatted 120.429474011055 for arithmetic. The unformatted value really does carry full float precision. price.text tells you what the number covers - 'Total' means the whole stay, not per night.

Absent is not zero here, and the response makes that visible in an awkward way worth knowing about. When a hotel has no discount, price_before_discount comes back with amount '' (empty string), amount_unformatted 0.0 and currency '' rather than null. Test on the currency or the empty string, never on the number, or every undiscounted hotel will look like it dropped to zero.

star_rating is null far more often than you would expect - 17 of our 25 Paris results had none - because apartments, hostels and many independent properties are not star-rated at all. That is a real fact about the inventory, not a gap in the data. review_score is the field with near-universal coverage.

photo is a Booking-relative path, not a URL: '/xdata/images/hotel/square600/273422308.jpg?k=...&o='. Prefix it with Booking's image host before you put it in an img tag. We pass it through as delivered rather than inventing a host that might change.

Some blocks are passed through from Booking's own GraphQL rather than reshaped - badges, discounts, policies and excluded_charges still carry __typename markers and TranslationTag wrappers. That is deliberate: reshaping them would mean guessing at fields that Booking adds and removes without notice, and a guess in a price breakdown is worse than a verbose object. The fields we do normalize - hotel_id, page_name, price, review_score, room_blocks - are the ones stable enough to promise.

Two operational notes from our own runs. The first call to a cold engine returned RATE_LIMITED with the message "'booking' is warming up - retry shortly" and retryable true; retrying immediately succeeded. And latency dropped from 14.1 seconds on the cold run to 1.4 seconds warm, so measure throughput on the second call, not the first. meta.completeness_pct read 100.0 on a response where all 25 coordinate pairs were null, because completeness_basis counts a core set of 176 field slots rather than every field in the payload - read completeness_basis, not just the percentage.

FAQ

Questions developers ask

Is the review score out of 5 or out of 10?

Out of 10. Our single Paris result set contained 2.7, 3.9, 5.1, 8.6 and 9.2. If you send min_rating:8 we translate it to Booking's internal review_score=80 and echo that back in the applied block.

Why are latitude and longitude null?

Because Booking's search cards do not carry them - it was null on all 25 results across both of our searches. location.display ('17th arr., Paris') and location.distance ('4.5 km from downtown') are what search gives you. Use hotels/detail or geocode the address if you need points on a map.

Why is star_rating null on so many properties?

Because 17 of our 25 Paris results were apartments and independent properties that carry no official star classification. It is a fact about the inventory rather than a missing field. review_score is present nearly everywhere.

The photo field is not a URL. What do I prefix it with?

It is a Booking-relative path ('/xdata/images/hotel/square600/...jpg?k=...&o='). Prefix it with Booking's image host. We deliver the path unchanged rather than hard-coding a hostname that Booking can rotate.

Why does price_before_discount show 0.0 instead of null?

Because Booking sends an empty price object rather than omitting the field when there is no discount: amount '', amount_unformatted 0.0, currency ''. Branch on the empty currency string, not on the number, or every full-price hotel will look like a total markdown.

I got RATE_LIMITED saying the engine is warming up. Is that a quota problem?

No. It means the engine had no warm capacity at that instant. The error carries retryable:true and our immediate retry succeeded. Expect the first call after an idle period to be slow too - ours took 14.1 seconds cold and 1.4 seconds warm.

Why do some fields still have __typename in them?

badges, discounts, policies and excluded_charges are passed through from Booking's own payload. Those blocks change shape often, and inventing a stable schema over them would mean silently dropping fields from a price breakdown. The normalized fields are the ones we can promise will not move.