Apartmentlist Property Details Scraper
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Pay per usage
Apartmentlist Property Details Scraper
Scrape detailed property information from ApartmentList.com including pricing, reviews, amenities, schools, and rental trends. Collect 20+ data points per listing — perfect for real estate investors, market researchers, and rental platform developers.
Pricing
Pay per usage
Rating
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Alex
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2
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1
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3 days ago
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ApartmentList Property Scraper: Extract Rental Data Instantly
What Is ApartmentList.com?
ApartmentList.com is a comprehensive rental property platform serving millions of renters and property seekers in the United States. It aggregates thousands of apartment listings with detailed pricing, tenant reviews, neighborhood information, and rental market analytics. Manually extracting property details across multiple listings is tedious and error-prone — the ApartmentList Property Scraper automates this workflow, capturing rich property data in structured format for analysis, comparison, and integration.
Overview
The ApartmentList Property Details Scraper extracts comprehensive property information from individual ApartmentList.com listings. It is designed for:
- Real estate investors researching markets and competitive pricing
- Market researchers analyzing rental trends by location
- Real estate platforms building property databases and comparison tools
- Data analysts conducting regional housing affordability studies
Key strengths include support for bulk URL collection, graceful error handling with ignore_url_failures, and extraction of both quantitative data (pricing history, rent reports) and qualitative data (reviews, accessibility features).
Input Format
The scraper accepts configuration with the following parameters:
{"urls": ["https://www.apartmentlist.com/tx/frisco/mirasol-eldorado-apartments","https://www.apartmentlist.com/tx/frisco/plaza-at-frisco-square"],"max_items_per_url": 200,"ignore_url_failures": true}
| Parameter | Type | Description |
|---|---|---|
urls | Array | Direct links to individual property detail pages on ApartmentList. Supports bulk entry of URLs. Example: https://www.apartmentlist.com/[STATE]/[CITY]/[PROPERTY-NAME] |
max_items_per_url | Integer | Maximum data records extracted per URL (default: 200). Adjust based on the property's data volume. |
ignore_url_failures | Boolean | If true, the scraper continues running and skips URLs that fail. If false, the run stops on the first error. Recommended: true for bulk operations. |
Best practice: Use full property detail page URLs. Avoid search result or listing index pages.
Output Format
Sample output
{"articles": [],"location": {"id": 643154,"slug": "/tx/frisco","type": "city","name": "Frisco","display_name": "Frisco, TX","long_name": "Frisco, Texas","metro_id": 747241,"bounds": {"ne": {"lat": 33.219479,"lon": -96.732758},"sw": {"lat": 33.081274,"lon": -96.922838}},"population": 116989,"description": null,"image_url": null,"coordinates": {"lat": 33.15510932733996,"lon": -96.82191537138297}},"paid": false,"is_inactive": false,"show_interactive_map": true,"show_fee_transparency_feature_flag": true,"aeo_content_metro_allocation": 2,"schools": [{"id": "3d1c974d-2d34-49e1-9fb4-aed39fb46c69","universal_id": 4825110,"name": "Trent Middle","lat": 33.187069,"lon": -96.842903,"level": "6-8","level_code": "m","great_schools_rating": 9,"parents_rating": 4,"parents_ratings_count": 3,"enrollment": 887,"great_schools_url": "https://www.greatschools.org/texas/frisco/25110-Trent-Middle/","school_type": "public","centroid": "POINT (-96.842903 33.187069)","distance_to_school": 0.8722780661699827}],"average_rents": {"id": 6566916,"location_id": 643154,"price_1br": 1571,"price_2br": 2272,"price_3br": 2972,"price_studio": 1367,"pricing_date": "2026-07-17","trend": "down"},"pois": {"airports": {"airports": [{"id": "1f3494bd-8399-4bb1-bbc4-a2d72bf0e68f","name": "Aero Country Airport","category": "airports","coordinates": "{\"type\":\"Point\",\"coordinates\":[-96.742397,33.207411]}","distance_to_poi": 5.68},{"id": "aba73fdf-fe08-40dd-b3f9-cc207bb811be","name": "Aero Country Airport","category": "airports","coordinates": "{\"type\":\"Point\",\"coordinates\":[-96.743035,33.209458]}","distance_to_poi": 5.71},{"id": "40ef780b-337f-4de4-8e40-ce3555a08165","name": "Pleasure Field (Historic)","category": "airports","coordinates": "{\"type\":\"Point\",\"coordinates\":[-96.885558,33.25595]}","distance_to_poi": 6.22},{"id": "93c9635b-502c-4a5a-875a-35615184c853","name": "Spanish Oaks Airport (Historic)","category": "airports","coordinates": "{\"type\":\"Point\",\"coordinates\":[-96.976118,33.147342]}","distance_to_poi": 8.49},{"id": "b5aff305-27fd-457a-8f11-d6fcda1beb23","name": "Aero Estates Airport","category": "airports","coordinates": "{\"type\":\"Point\",\"coordinates\":[-96.864168,33.298449]}","distance_to_poi": 8.57}]},"other_pois": {}},"ila_footer": {},"crosslinks": [{"aria_label": "See all apartments in Frisco","text": "Frisco","slug": "/tx/frisco","type": "city"},{"aria_label": "See all 1 Bedroom Apartments","slug": "/tx/frisco/c/1-bedroom-apartments-for-rent","text": "1 Bedroom Apartments","type": "1-bedroom"},{"aria_label": "See all Cheap Apartments","slug": "/tx/frisco/c/cheap-apartments","text": "Cheap Apartments","type": "cheap"},{"aria_label": "See all Furnished Apartments","slug": "/tx/frisco/c/furnished-apartments-for-rent","text": "Furnished Apartments","type": "furnished"},{"aria_label": "See all Apartments with Gyms","slug": "/tx/frisco/c/apartments-for-rent-with-gym","text": "Apartments with Gyms","type": "gym"}],"property_has_virtual_tours": false,"property_has_videos": false,"can_show_rent_report": true,"listing": {"rental_id": "p87920","display_name": "Mirasol Eldorado Apartments","contract": "basic","source_display_name": null,"has_unit_level_availability": true,"updated_at": "2026-07-23T10:31:34.221Z","formatted_address": "6000 El Dorado Parkway, Frisco, TX 75033","neighborhood": null,"lat": 33.177031,"lon": -96.833755,"listing_agent_name": null,"brokerage_name": null,"copyright_disclaimer": null,"listed_status": null,"mls_number": null,"source_listing_url": null,"local_ordinances": [],"first_photo": [{"type": "rectangle","id": "6cb54645175ddaef40e9d0c7bf9b2b82","retrieval_type": "upload"}],"all_photos": [{"type": "rectangle","id": "6cb54645175ddaef40e9d0c7bf9b2b82","retrieval_type": "upload"},{"type": "rectangle","id": "0ebf2f4bbd11293abbffdee34e2fd48a","retrieval_type": "upload"},{"type": "rectangle","id": "9d8e6ec028a89bd836a98c341177f0ca","retrieval_type": "upload"},{"type": "rectangle","id": "16ea7e7fdd2dae1d4828a90b5371274a","retrieval_type": "upload"},{"type": "rectangle","id": "7af4db60c3b9eb747c26e79bae0f5a6d","retrieval_type": "upload"},{"type": "rectangle","id": "b362b70a3342b6a0ea1f960ee99c95ec","retrieval_type": "upload"},{"type": "rectangle","id": "cdf274bdcf75b6bfac1af892af09b3e4","retrieval_type": "upload"},{"type": "rectangle","id": "dae2ee4d2c76a9d57286ba3207f2a7f4","retrieval_type": "upload"},{"type": "rectangle","id": "9fa1a850dbfd2e3af7f6ef0c3943f33a","retrieval_type": "upload"},{"type": "rectangle","id": "9a4964e67ece0e42b2d95c8b2c6225df","retrieval_type": "upload"},{"type": "rectangle","id": "caf3aaf01caab3e5757a73e7a6879a3a","retrieval_type": "upload"},{"type": "rectangle","id": "70a50f1518bef9aa20ed46347d592b20","retrieval_type": "upload"},{"type": "rectangle","id": "44832e16e1f174263f98c59f95dc768c","retrieval_type": "upload"},{"type": "rectangle","id": "f6510894b6ccde41a686b187c023958e","retrieval_type": "upload"},{"type": "rectangle","id": "a082d34cb5cd136ad4d8d9a1e78eaa62","retrieval_type": "upload"},{"type": "rectangle","id": "3b7c1879e7e8e7413153a46fc717728a","retrieval_type": "upload"},{"type": "rectangle","id": "72b1a77ccb02467b8ef016557ee8529a","retrieval_type": "upload"},{"type": "rectangle","id": "a6e851b5372a288a538fbbb5d26cee6f","retrieval_type": "upload"}],"available_units": [{"id": 7754756,"remote_listing_id": "10856192","name": "A1","bed": 1,"bath": 1,"sqft": 761,"sqft_max": 761,"price": 1265,"price_max": 0,"photos": [{"type": "rectangle","id": "b9ce7567f008b1b5eb03f8551eb3912d","caption": null}],"units": [{"id": 45675747,"remote_listing_id": "15496436","name": "1621","display_name": "1621","price": 1265,"price_max": 0,"sqft": 761,"availability": "available","available_on": "2026-05-08","unit_rental_id": "p87920-15496436","updated_at": "2026-07-23T09:04:07Z","apply_online_url": null,"base_price": 1265,"total_price": 1416,"required_fees": 151,"lease_length": 15,"boost_enabled": false},{"id": 46928975,"remote_listing_id": "15496418","name": "0526","display_name": "0526","price": 1289,"price_max": 0,"sqft": 761,"availability": "available","available_on": "2026-06-10","unit_rental_id": "p87920-15496418","updated_at": "2026-07-23T09:04:21Z","apply_online_url": null,"base_price": 1289,"total_price": 1462,"required_fees": 173,"lease_length": 15,"boost_enabled": false},{"id": 47507027,"remote_listing_id": "15496416","name": "0421","display_name": "0421","price": 1320,"price_max": 0,"sqft": 761,"availability": "available","available_on": "2026-08-18","unit_rental_id": "p87920-15496416","updated_at": "2026-07-23T09:06:24Z","apply_online_url": null,"base_price": 1320,"total_price": 1471,"required_fees": 151,"lease_length": 14,"boost_enabled": false}]}],"availability_last_checked_at": "2026-07-23T10:31:20.443Z","fee_disclaimers": [],"price_calculator_disclaimers": [],"parking_disclaimers": [],"pet_disclaimers": [],"floorplan_disclaimers": [{"id": "f8a77ab9-9332-4b0e-8473-df2f03bfbb76","description": "Floor plans are artist's rendering. All dimensions are approximate. Actual product and specifications may vary in dimension or detail. Not all features are available in every apartment home. Prices and availability are subject to change. Rent is based on monthly frequency. Additional fees may apply, such as but not limited to package delivery, trash, water, amenities, etc. Please see a representative for details.","disclaimer_type": {"id": "9e81a569-e2c8-4491-90b4-9a726af4a198","name": "floorplan"}}],"calculator_other_section_disclaimers": [],"calculator_utilities_disclaimers": [],"calculator_amenities_disclaimers": [],"calculator_storage_disclaimers": [],"calculator_move_in_disclaimers": [],"calculator_move_out_disclaimers": [],"fees": {"fee_url": null},"show_price": true,"specials": [{"id": 70800609,"created_at": "2026-07-16T16:33:14.841Z","monthly_price_discount": 0,"estimated_value": 0,"expires_at": null,"highlighted": false,"raw_text": "Up to 10 Weeks Free on Select Apartments!","relevant": true,"special_type": "auto_parse_opt_out","updated_at": "2026-06-25T22:38:06.339Z","restrictions": {}}],"phone": "(970) 644-6391","office_hours_this_week": {"monday": ["2026-07-27T14:00:00.000Z","2026-07-27T23:00:00.000Z"],"tuesday": ["2026-07-28T14:00:00.000Z","2026-07-28T23:00:00.000Z"],"wednesday": ["2026-07-29T14:00:00.000Z","2026-07-29T23:00:00.000Z"],"thursday": ["2026-07-23T14:00:00.000Z","2026-07-23T23:00:00.000Z"],"friday": ["2026-07-24T14:00:00.000Z","2026-07-24T23:00:00.000Z"],"saturday": ["2026-07-25T15:00:00.000Z","2026-07-25T22:00:00.000Z"]},"time_zone_short": "CDT","management_company_name": "zrs","state": "TX","city_id": 643154,"county_id": 710765,"slug": "/tx/frisco/mirasol-eldorado-apartments","community_amenities": [{"display_name": "Parking","cloudinary_id": "amenity_parking_icon","group": "parking","group_rank": 3,"filter_param": "has_parking"},{"display_name": "Garage","cloudinary_id": "amenity_garage_icon","group": "parking","group_rank": 1,"filter_param": "has_garage"},{"display_name": "Accessible","cloudinary_id": "amenity_accessible_icon","group": "community_features","group_rank": 52,"filter_param": "is_accessible"},{"display_name": "Pool","cloudinary_id": "amenity_pool_icon","group": "community_features","group_rank": 4,"filter_param": "has_pool"},{"display_name": "24hr gym","cloudinary_id": "amenity_weight_icon","group": "fitness","group_rank": 1,"filter_param": "has_gym"},{"display_name": "Cats allowed","cloudinary_id": "amenity_cat_icon","group": "pets","group_rank": 2,"filter_param": "is_cat_friendly"},{"display_name": "Dogs allowed","cloudinary_id": "amenity_dog_icon","group": "pets","group_rank": 1,"filter_param": "is_dog_friendly"},{"display_name": "Pet friendly","cloudinary_id": "amenity_dog_icon","group": "pets","group_rank": 3,"filter_param": "is_pet_friendly"},{"display_name": "Bbq/grill","cloudinary_id": "amenity_bbq_icon","group": "community_features","group_rank": 41,"filter_param": "has_bbq"},{"display_name": "Car wash area","cloudinary_id": "amenity_carwash_icon","group": "community_features","group_rank": 40,"filter_param": null},{"display_name": "CC payments","cloudinary_id": "amenity_creditcard_icon","group": "community_features","group_rank": 50,"filter_param": null},{"display_name": "Clubhouse","cloudinary_id": "amenity_sofa_icon","group": "community_features","group_rank": 29,"filter_param": null},{"display_name": "Coffee bar","cloudinary_id": "amenity_coffee_icon","group": "community_features","group_rank": 7,"filter_param": null},{"display_name": "Dog park","cloudinary_id": "amenity_dog_icon","group": "community_features","group_rank": 6,"filter_param": null},{"display_name": "E-payments","cloudinary_id": "amenity_creditcard_icon","group": "community_features","group_rank": 44,"filter_param": null},{"display_name": "Internet access","cloudinary_id": "amenity_internet_icon","group": "community_features","group_rank": 53,"filter_param": null},{"display_name": "Online portal","cloudinary_id": "amenity_portal_icon","group": "community_features","group_rank": 48,"filter_param": null},{"display_name": "Package receiving","cloudinary_id": "amenity_shipping_icon","group": "community_features","group_rank": 9,"filter_param": null},{"display_name": "Trash valet","cloudinary_id": "amenity_trash_icon","group": "community_features","group_rank": 12,"filter_param": null},{"display_name": "Yoga","cloudinary_id": "amenity_yoga_icon","group": "community_features","group_rank": 19,"filter_param": null}],"top_amenities": [{"display_name": "In unit laundry","cloudinary_id": "amenity_washer_icon","group": "laundry","group_rank": 1,"filter_param": "has_in_unit_laundry"},{"display_name": "Patio / balcony","cloudinary_id": "amenity_patio_icon","group": "unit_features","group_rank": 1,"filter_param": "has_balcony"},{"display_name": "Granite counters","cloudinary_id": "amenity_counter_icon","group": "unit_features","group_rank": 2,"filter_param": "has_granite_counter"},{"display_name": "Dishwasher","cloudinary_id": "amenity_dishwasher_icon","group": "unit_features","group_rank": 5,"filter_param": "has_dishwasher"},{"display_name": "Pet friendly","cloudinary_id": "amenity_dog_icon","group": "pets","group_rank": 3,"filter_param": "is_pet_friendly"},{"display_name": "Garage","cloudinary_id": "amenity_garage_icon","group": "parking","group_rank": 1,"filter_param": "has_garage"}],"unit_amenities": [{"display_name": "Dishwasher","cloudinary_id": "amenity_dishwasher_icon","group": "unit_features","group_rank": 5,"filter_param": "has_dishwasher"},{"display_name": "Patio / balcony","cloudinary_id": "amenity_patio_icon","group": "unit_features","group_rank": 1,"filter_param": "has_balcony"},{"display_name": "In unit laundry","cloudinary_id": "amenity_washer_icon","group": "laundry","group_rank": 1,"filter_param": "has_in_unit_laundry"},{"display_name": "Bathtub","cloudinary_id": "amenity_steam_icon","group": "unit_features","group_rank": 16,"filter_param": "has_bathtub"},{"display_name": "Ceiling fan","cloudinary_id": "amenity_fan_icon","group": "unit_features","group_rank": 10,"filter_param": "has_ceiling_fan"},{"display_name": "Extra storage","cloudinary_id": "amenity_storage_icon","group": "unit_features","group_rank": 13,"filter_param": null},{"display_name": "Granite counters","cloudinary_id": "amenity_counter_icon","group": "unit_features","group_rank": 2,"filter_param": "has_granite_counter"},{"display_name": "Ice maker","cloudinary_id": "amenity_ice_icon","group": "unit_features","group_rank": 14,"filter_param": "has_ice_maker"},{"display_name": "Oven","cloudinary_id": "amenity_oven_icon","group": "unit_features","group_rank": 20,"filter_param": null},{"display_name": "Range","cloudinary_id": "amenity_oven_icon","group": "unit_features","group_rank": 19,"filter_param": null},{"display_name": "Refrigerator","cloudinary_id": "amenity_refrigerator_icon","group": "unit_features","group_rank": 21,"filter_param": null},{"display_name": "Stainless steel","cloudinary_id": "amenity_refrigerator_icon","group": "unit_features","group_rank": 7,"filter_param": "has_stainless_steel"},{"display_name": "Walk in closets","cloudinary_id": "amenity_hanger_icon","group": "unit_features","group_rank": 8,"filter_param": "has_walk_in_closet"}],"upsells": ["lift"],"income_requirement_text": "Must have 3x the rent in total household income (before taxes)","occupancy_types": [],"display_occupancy_types": [],"nurture_enabled": true,"virtual_tours": [],"prices": {"1": [1195],"2": [1749],"3": [2018]},"street_address": "6000 El Dorado Parkway","zip": "75033","city": "Frisco","long_highlight": "Nestled in a serene setting, Mirasol Eldorado Apartments in Frisco, Texas are a delightful blend of urban excitement and suburban tranquility. This vibrant community is just a stone's throw from multiple schools and parks, allowing for a convenient lifestyle filled with outdoor activities. Residents love the clean and secure environment, making it an inviting place for families. With a range of modern amenities, including a pool, 24-hour gym, and in-unit laundry, you'll find everything you need for comfortable living. Embrace the pet-friendly approach, with facilities like a dog park available on-site. Outstanding management and maintenance are key highlights, consistently receiving praise for their attentive and courteous service. Experience the best of both worlds at Mirasol, where spaciousness meets quality in a vibrant Texas locale.","loaded_sections": {"address": true,"admin": true,"all_photos": true,"amenities": true,"available_units": true,"contact": true,"coordinates": true,"disclaimers": true,"description": true,"first_photo": true,"floorplans_summary": true,"lease_terms": true,"location": true,"meta": true,"mls_contact": true,"payments": true,"pet_policies": true,"provider": true,"restrictions": true,"tour_times": true,"virtual_tours": true,"local_ordinances": true,"partnerships": true,"opt_outs": true},"street": "6000 El Dorado Parkway","description": "\"Welcome to Mirasol Eldorado. A distinctive Frisco, Texas apartment community of lasting value. Stylish and vibrant. Modern and uncomplicated. Spacious and thoughtfully designed. Urban excitement and suburban convenience.\"","parking": [{"assigned_available": null,"assigned_has_fee": null,"category": null,"comment": "Attached garage: included in the 1br and 2br leases; Detached garages: $125/month","space_fee": null,"spaces": null},{"assigned_available": null,"assigned_has_fee": true,"category": "garage_lot","comment": "Unattached Garage - Parking","space_fee": 150,"spaces": null}],"storage_details_text": null,"pet_policies": {"allowed_pets": [],"cats": {},"dogs": {},"general": {},"allowed": null},"lease_terms_text": null,"additional_fees_text": null,"application_fee_text": null,"deposit_fee_text": null,"move_in_fees_text": null,"utilities_included_text": null,"additional_disclosures_url": null,"income_multiplier_requirement": 3,"qualification_detail_url": null,"remote_property_id": "808690771689","source_name": "real_page_mits5","county": "Frisco","partnerships": {"google": {"partner_id": 4,"remote_property_id": null},"movoto": {"partner_id": 6,"remote_property_id": null},"cort": {"partner_id": 10,"remote_property_id": null},"offerup": {"partner_id": 7,"remote_property_id": null},"rentberry": {"partner_id": 11,"remote_property_id": null},"apartment_picks": {"partner_id": 12,"remote_property_id": null},"suite_america": {"partner_id": 14,"remote_property_id": null},"pet_screening": {"partner_id": 1,"remote_property_id": null},"esusu": {"partner_id": 16,"remote_property_id": null},"rent_app": {"partner_id": 18,"remote_property_id": null},"rentsmart": {"partner_id": 19,"remote_property_id": null},"pinata": {"partner_id": 20,"remote_property_id": null}},"opt_outs": {"opt_out_price_calculator": false},"has_remote_tours": false,"email": null,"tour_booking_allowed": true},"budget_histogram_summary": {},"unit_pricing_history": {"p87920-15496699": [{"price": 2208,"price_change": -18,"event_type": "price_decrease","updated_at": "7/16/2026","total_price": 2208}],"p87920-15496602": [{"price": 2110,"price_change": -18,"event_type": "price_decrease","updated_at": "7/16/2026","total_price": 2110}],"p87920-15496739": [{"price": 2169,"price_change": -96,"event_type": "price_decrease","updated_at": "6/25/2026","total_price": 2169}],"p87920-15496418": [{"price": 1462,"price_change": 17,"event_type": "price_increase","updated_at": "7/23/2026","total_price": 1462}],"p87920-15496648": [{"price": 2215,"price_change": 15,"event_type": "price_increase","updated_at": "7/23/2026","total_price": 2215}],"p87920-15496748": [{"price": 2617,"price_change": -100,"event_type": "price_decrease","updated_at": "6/25/2026","total_price": 2617}],"p87920-15496601": [{"price": 2110,"price_change": -18,"event_type": "price_decrease","updated_at": "7/16/2026","total_price": 2110}],"p87920-15496624": [{"price": 2085,"price_change": -18,"event_type": "price_decrease","updated_at": "7/16/2026","total_price": 2085}]},"reviews": [{"property_id": 383815274,"property_name": "87920","submit_date": "2024-05-28T19:59:39.000+00:00","detail": "Overall I am happy so far. I am dissatisfied with the pest control issue and the fact I live below an AIRBNB that can be very NOISY with children and or people who are not aware they have someone below them. There have been people waking up at midnight dropping weights, training elephants, and children running all hours.","overall_score": 4,"type": "email","moderated": "keep"},{"property_id": 383815275,"property_name": "87920","submit_date": "2024-05-28T19:59:39.000+00:00","detail": "Overall I am happy so far. I am dissatisfied with the pest control issue and the fact I live below an AIRBNB that can be very NOISY with children and or people who are not aware they have someone below them. There have been people waking up at midnight dropping weights, training elephants, and children running all hours.","overall_score": 4,"type": "email","moderated": "keep"}],"accessibility": {"walk_score": {"description": "Car-Dependent","score": 39,"link": "https://www.walkscore.com/score/loc/lat=33.177031/lng=-96.833755/?utm_source=alist2020&utm_medium=ws_api&utm_campaign=ws_api"},"transit_score": {}},"similar_listings": []}
Each property returns a comprehensive record with 20+ structured fields:
Basic Property Information
| Field | Meaning | Example |
|---|---|---|
Listing | Core property metadata (name, ID, address) | Mirasol Eldorado Apartments |
Location | Geographic details and coordinates | Frisco, TX 75033 |
Is Inactive | Boolean flag indicating if the listing is active or archived | false |
Pricing & Financial Data
| Field | Meaning | Example |
|---|---|---|
Average Rents | Summary statistics of current rental rates by unit type (1-bed, 2-bed, etc.) | {"1-bed": $1200, "2-bed": $1500} |
Budget Histogram Summary | Distribution of available rent prices across the property | Helps identify pricing tiers |
Unit Pricing History | Historical rent trends showing price changes over time | Used for market analysis and prediction |
Reviews & Tenant Feedback
| Field | Meaning | Example |
|---|---|---|
Reviews | Aggregated tenant ratings, comments, and satisfaction scores | Star rating + individual reviews |
Amenities & Features
| Field | Meaning | Example |
|---|---|---|
Accessibility | Wheelchair access, accessible units, and ADA compliance information | Accessibility features available |
Property Has Virtual Tours | Boolean indicating if the property provides virtual tour videos | true or false |
Property Has Videos | Boolean indicating if additional video content is available | true or false |
Neighborhood Context
| Field | Meaning | Example |
|---|---|---|
Schools | Nearby schools (elementary, middle, high) with ratings and distance | Schools within 1-5 miles |
POIs | Points of Interest (parks, transit, shopping, restaurants) | Location context and walkability |
Show Interactive Map | Feature flag enabling interactive map display | Neighborhood visualization |
Market Intelligence
| Field | Meaning | Example |
|---|---|---|
Can Show Rent Report | Boolean indicating if rent report generation is available | true or false |
Content & Metadata
| Field | Meaning | Example |
|---|---|---|
Articles | Related editorial content (guides, market reports) | Links to helpful resources |
Similar Listings | Comparable properties in the same area | Other apartments for comparison |
Crosslinks | Internal links to related properties or neighborhoods | Navigation and discovery |
ILA Footer | Additional footer content or legal information | Disclaimers and additional data |
Administrative Flags
| Field | Meaning | Example |
|---|---|---|
Paid | Boolean indicating if the listing has paid promotion or featured status | true or false |
Show Fee Transparency Feature Flag | Boolean for displaying rental fee breakdowns | Transparency feature enabled |
AEO Content Metro Allocation | Allocation data for metro-level content distribution | Internal optimization flag |
How to Use
-
Gather property URLs — Navigate to ApartmentList.com, find properties you want to analyze, and copy their detail page URLs. Ensure URLs follow the pattern:
https://www.apartmentlist.com/[STATE]/[CITY]/[PROPERTY-NAME] -
Prepare input configuration — Add all URLs to the
urlsarray. Setmax_items_per_urlbased on expected data volume (typically200is sufficient). Setignore_url_failures: truefor batch runs. -
Configure error handling — Decide whether to stop on failure or continue. For large bulk jobs,
ignore_url_failures: trueis recommended to avoid interruptions. -
Run the scraper — Execute the actor and monitor the progress log. Most runs complete within minutes depending on URL count and data volume.
-
Export and analyze — Download results as JSON, CSV, or Excel. Import into spreadsheets or databases for further analysis.
Troubleshooting:
- Empty results: Verify the URL is a complete property detail page (not a search index or list view).
- Slow performance: Reduce
max_items_per_urlor split URLs across multiple runs. - Missing fields: Some properties may lack certain data (e.g., virtual tours, rent history). This is normal — the scraper captures available data.
Use Cases & Business Value
- Investment analysis: Compare rental rates, occupancy trends, and tenant reviews across multiple markets
- Market benchmarking: Analyze competitive pricing and positioning for rent-setting decisions
- Research & reporting: Build market intelligence reports on affordability, vacancy rates, and rental trends
- Platform integration: Feed property data into property management systems, real estate platforms, or comparison tools
- Neighborhood analysis: Study schools, POIs, and accessibility to understand area desirability
The ApartmentList Property Scraper transforms hours of manual research into minutes of automated data collection, enabling data-driven decisions in real estate and housing analytics.
Conclusion
The ApartmentList Property Details Scraper is a powerful tool for anyone needing structured rental property data at scale. Whether you're an investor, researcher, or developer, this scraper delivers accurate, comprehensive data across pricing, reviews, amenities, and neighborhood context. Start collecting actionable insights today.