Deprecated

Pricing

from $5.50 / 1,000 results

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Booking.com Hotel & Price Scraper

Deprecated

See alternative Actors

Scrape hotel search results from Booking.com — prices, ratings, reviews, availability, and location. Filter by star rating, price range, and sort order. Supports 10 currencies. Hybrid API + HTML extraction for maximum reliability. Ideal for price monitoring and market research.

Pricing

from $5.50 / 1,000 results

Rating

0.0

(0)

Developer

Tomáš Gregorovič

Actor stats

Bookmarked

Total users

Monthly active users

a month ago

Last modified

[1.8.0] - 2026-02-08

Added

JSON-LD amenity fallback (Pattern 5): New _extract_amenities_from_json_ld() extracts amenities from amenityFeature in JSON-LD structured data. Handles both object format ([{"name": "WiFi", "value": true}]) and string list formats. Filters out explicitly disabled amenities (value: false). Used as last resort when HTML patterns return insufficient results.
Enrich input validation warning: New _get_enrich_warning() warns users when enrichData=true is combined with maxResults > 50, alerting them about potentially slow runtime. Warning displayed in logs and Apify Console via Actor.set_status_message().
564 tests (up from 554 in v1.7), 10 new tests for JSON-LD amenities and enrich warning logic

Changed

Amenity deduplication uses shared seen set across all 5 extraction patterns
ENRICH_MAX_RESULTS_WARNING_THRESHOLD = 50 constant for configurable warning threshold

[1.7.0] - 2026-02-08

Fixed

Amenity extraction overhaul: Previous data-testid="facility-list-item" selector is obsolete in 2026 Booking.com. Added 2 new extraction patterns:
- Pattern 2: property-facilities-block-container → facility-group-container → <li> items (full facility list with group filtering)
- Pattern 3: property-most-popular-facilities-wrapper → <li> items (popular facilities shortlist)
- Group name filtering excludes category headers (Bathroom, Outdoors, Kitchen, etc.)
Description fallback: Added JSON-LD description field as Pattern 4 fallback — most reliable source, survives all UI layout changes
WAF detection for cookie-consent pages: Increased threshold from 10KB to 50KB with content marker validation. Pages <50KB with no hotel content markers (e.g., 15-25KB cookie-consent pages) now correctly trigger WAF retry

Added

2 new content markers for WAF detection: facility-group-container, property-facilities-block-container
554 tests (up from 546 in v1.6), 8 new tests for amenity extraction, JSON-LD description, and cookie-consent WAF detection

[1.6.0] - 2026-02-08

Added

WAF detection: _detect_waf_block() identifies Booking.com WAF blocks via HTML size threshold (<10KB) + content marker absence, plus explicit WAF patterns ("access denied", "403 forbidden", "http-equiv=refresh", "cf-please-wait")
WAF retry with UA rotation: On WAF block detection, waits 5-10s random delay, rotates User-Agent, reloads page, and re-extracts. Falls back gracefully to search-only data if retry also fails
Referer header spoofing: Sets Referer: https://www.booking.com/searchresults.html before detail page extraction, simulating organic navigation from search results
Human-like delay: Random 3-8s delay before detail page extraction to avoid timing-based bot detection
waf_blocked field: New boolean field on DetailResult dataclass for WAF block tracking
546 tests (up from 534 in v1.5), 12 new tests for WAF detection, retry, and delay logic

Changed

Extracted _extract_detail_html(page) helper for DRY reuse in main + retry extraction paths
Expected detail enrichment rate improvement from ~33% (v1.5) to 50-65% due to WAF mitigation

[1.5.0] - 2026-02-08

Added

Room price per-night calculation: Threaded nights parameter through the entire detail extraction pipeline. Room options now include both price_per_night (calculated) and price_total (raw from page). Uses (check_out - check_in).days to compute stay length.
_calc_per_night() helper: Safe division with guard for None/zero nights — returns None if nights unavailable
534 tests (up from 526 in v1.4), 8 new tests for per-night price calculation

Changed

extract_room_options() accepts optional nights parameter for per-night calculation
extract_detail_from_html() accepts optional nights parameter, passes to room extraction
DetailContext dataclass includes nights: int | None field
All 3 room parsers (_parse_room_row_testid, _parse_hprt_rows_with_carry_forward, _parse_block_id_rows) now standardized: extracted prices are price_total, price_per_night is calculated

[1.4.0] - 2026-02-08

Fixed

Review extraction overhaul: Added JSON-LD aggregateRating parser (most reliable source for overall_score and total_reviews), review-score-right-component fallback, and data-review-score attribute fallback
Review subscores: Fixed find() → find_all() for data-testid="review-subscore" — Booking.com 2026 uses one element per category, not a single container. All 7 categories now populated (staff, cleanliness, comfort, location, facilities, value_for_money, free_wifi)
Room options extraction: New _parse_hprt_rows_with_carry_forward() for hprt-table with <th> room names and rowspan carry-forward across rate plan rows. Extracts room name, bed type, occupancy, price, breakfast, and cancellation policy. Yields 32-42 room options per hotel

Added

Debug HTML capture: saveDebugHtml input flag saves detail page HTML to Apify KV store for offline DOM analysis
526 tests (up from 511 in v1.3), 15 new tests for review and room extraction

[1.3.0] - 2026-02-08

Fixed

Photo URL filtering: Added _is_hotel_photo() filter to reject non-hotel images from photo_urls output — only real hotel/room photos are returned
Photo filter hotfix: Extended filter to catch real-world Booking.com URL patterns discovered in live testing:
- images-flags/ (design-assets flag icons like Us@3x.png, Gb.png)
- /illustrations (TravellerQuestion.png and similar)
- /xphoto/ (review author photos and avatars)
- /design-assets/ (all Booking.com UI design assets)

Changed

511 tests (up from 500 in v1.2), 11 new tests for photo filter logic

[1.2.0] - 2026-02-08

Fixed

Headless mode detection: Switched default to headless=False — Booking.com hides room prices, review scores, and photo galleries from headless browsers
Lazy-loaded content: Added full-page scroll (bottom → wait 2s → top → wait 1s) before extracting detail page HTML, triggering IntersectionObserver for rooms, photos, and reviews
Photo extraction: Enhanced _collect_photo_urls() with data-highres, data-src, srcset fallbacks and bstatic.com Pattern 3; filters out data: URI placeholders
Review summary: Added two fallback extraction methods — flat span pairs and regex "Category X.X" text parsing for overall_score, staff, and other sub-scores
Room options: Added Pattern 3 using data-block-id rows with multi-row name carry-forward for Booking.com's room table layout

Changed

500 tests (up from 490 in v1.1), 10 new tests covering all v1.2 fixes

[1.1.0] - 2026-02-08

Added

Enriched Mode (enrichData: true): Visit each hotel's detail page to extract room options, full amenities, review breakdowns by category, descriptions, and photo galleries
Detail page extractor: 6 extraction functions (description, amenities, room options, review summary, photos, orchestrator)
Detail page handler: CAPTCHA detection, success criteria, exception-safe extraction pipeline with graceful degradation
Dual-mode router: Search handler enqueues detail page requests when enriched mode is enabled; detail handler merges search + detail data
New filters: propertyType (hotel, apartment, hostel, resort, villa, guesthouse), minReviewScore (0-10), children with childrenAges
New output fields: data_source ("search" or "search+detail"), detail object with description, all_amenities, room_options, review_summary, photo_urls
New models: RoomOption, ReviewSummary, DetailInfo Pydantic models
490 tests (up from 332 in v1.0.28)

Changed

HotelRecord now includes data_source and optional detail fields (backward compatible — defaults to "search" and null)
build_search_url() supports property type, review score, and children/ages filters via nflt parameter
Crawler max_requests_per_crawl dynamically increases when enriched mode is enabled to accommodate detail page requests
Updated dataset schema with all new fields
Updated README with Fast vs. Enriched mode comparison table, new parameters, and enriched output examples

[1.0.28] - 2026-02-07

Added

Actor.fail() for critical errors (invalid input, zero results, CAPTCHA blocks)
Enhanced run summary with status, extraction_method, and success_rate fields
Actor.set_status_message() for Apify Console visibility
CAPTCHA backoff: 30s delay after detection, abort after 2 consecutive CAPTCHAs
Circuit breaker: abort after 3 consecutive page timeouts
Dataset schema (dataset_schema.json) for Apify Store listing
Store metadata: categories, SEO title/description, default run options
Expanded README with use cases, integrations, and FAQ

Changed

Updated User-Agent pool to Chrome 128-134 (removed outdated 120-127)
_validate_input() now returns (ActorInput, error_msg) tuple for better error reporting
Replaced bare except Exception with specific json.JSONDecodeError and TimeoutError handling
Invalid input now triggers Actor.fail() instead of silent Actor.exit()

Fixed

Zero results without CAPTCHA now correctly reports failure via Actor.fail()

[1.0.27] - 2026-02-06

Fixed

Price calculation: cards show total stay price, now correctly divides by nights for per_night
Star rating filter URL: uses semicolon-separated nflt parameter
Stars extraction: broadened regex patterns for data-testid="rating-stars"
Price high sort: client-side re-sort since Booking.com has no descending price URL param

[1.0.26] - 2026-02-06

Added

Live testing suite: 19 tests, 17 PASS / 2 PARTIAL / 0 FAIL
Apify deployment with residential proxy support

[1.0.25] - 2026-02-06

Fixed

ConcurrencySettings requires explicit desired_concurrency=1 (crawlee 1.3.1)
pre_navigation_hook takes 1 arg, not 2 (crawlee 1.3.1 API change)
Proxy configuration uses Actor.create_proxy_configuration() instead of manual URL

[1.0.0] - 2026-02-05

Added

Initial release with hybrid API interception + HTML fallback extraction
14-field HotelRecord output model (price, rating, location, availability, etc.)
Smart pagination with configurable max results (up to 1,000)
Anti-detection: stealth scripts, UA rotation, viewport randomization
CAPTCHA detection (skip, don't solve)
Input validation with Pydantic (dates, price range, star ratings)
Apify Proxy integration (RESIDENTIAL group)
Full test suite (10 test files)

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Changelog

[1.8.0] - 2026-02-08

Added

Changed

[1.7.0] - 2026-02-08

Fixed

Added

[1.6.0] - 2026-02-08

Added

Changed

[1.5.0] - 2026-02-08

Added

Changed

[1.4.0] - 2026-02-08

Fixed

Added

[1.3.0] - 2026-02-08

Fixed

Changed

[1.2.0] - 2026-02-08

Fixed

Changed

[1.1.0] - 2026-02-08

Added

Changed

[1.0.28] - 2026-02-07

Added

Changed

Fixed

[1.0.27] - 2026-02-06

Fixed

[1.0.26] - 2026-02-06

Added

[1.0.25] - 2026-02-06

Fixed

[1.0.0] - 2026-02-05

Added

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Changelog

[1.8.0] - 2026-02-08

Added

Changed

[1.7.0] - 2026-02-08

Fixed

Added

[1.6.0] - 2026-02-08

Added

Changed

[1.5.0] - 2026-02-08

Added

Changed

[1.4.0] - 2026-02-08

Fixed

Added

[1.3.0] - 2026-02-08

Fixed

Changed

[1.2.0] - 2026-02-08

Fixed

Changed

[1.1.0] - 2026-02-08

Added

Changed

[1.0.28] - 2026-02-07

Added

Changed

Fixed

[1.0.27] - 2026-02-06

Fixed