Rent.com Property Search Scraper: Extract Rental Listings at Scale

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What Is Rent.com?

Rent.com is one of the United States' largest rental listing platforms, aggregating apartments, townhouses, condos, and houses across thousands of cities. It offers rich property data including pricing tiers, floor plans, amenities, and leasing terms — data that is highly valuable for market analysis but tedious to collect manually. The Rent.com Property Search Scraper automates bulk extraction from search result pages, delivering structured records ready for analysis.

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Overview

This scraper targets Rent.com search/listing pages (not individual property pages) and extracts all visible property cards along with their underlying data. It is suited for:

• Real estate investors researching rental pricing by city or neighborhood
• Market analysts tracking availability, price drops, and leasing trends
• PropTech developers building rental aggregators or comparison tools
• Relocation services compiling up-to-date rental inventories for clients

---

Input Format

{
  "urls": [
    "https://www.rent.com/north-carolina/cary/apartments_townhouses_condos_houses/page-2?source=homepage"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

Field	Type	Description
urls	array of strings	Search result page URLs from Rent.com. Supports pagination URLs (e.g., page-2). Add one URL per entry or use bulk edit.
max_items_per_url	integer	Maximum number of property listings to collect per URL. Default: 20.
ignore_url_failures	boolean	If true, the scraper continues when a URL fails instead of stopping the entire run. Recommended for bulk jobs.

---

Output Format

Sample output

{
  "photos": [
    {
      "id": "480b001548a6da16d7aa776aab0ddc04"
    },
    {
      "id": "794668dfed91ab08ec218dd24fdb4a1d"
    },
    {
      "id": "dc03d6acef21572ee1ab092b91767175"
    },
    {
      "id": "f737f4baf7847e332c8bd3d1c01f622f"
    },
    {
      "id": "2651d56a70cc81f04102e7c7264f06c3"
    },
    {
      "id": "5229e52c84edc273b5081433a8a89ac3"
    },
    {
      "id": "186b95d61973cd9e7ca9c5ee09e14b8f"
    },
    {
      "id": "59d46f97183bc3d4d10aedf6d90ea70e"
    },
    {
      "id": "9f6cb4c3f5a6df3e0c2ac2dca408ac27"
    },
    {
      "id": "91e09ae3153f27f8ad93f47ab68b6b34"
    },
    {
      "id": "3d0ed87780b90925e81ba10df7f0cc61"
    },
    {
      "id": "828a0fc0e4372f0249e5df8c4bc55363"
    },
    {
      "id": "74cff20401d7ba93003b811a70919f5d"
    },
    {
      "id": "44b8e9c972b29d36c03d3df411861044"
    },
    {
      "id": "381686b7a2ff48ec7bf0ae2931a4c11f"
    },
    {
      "id": "a9be1a01aeb9b1e419bef6fd3721e24b"
    },
    {
      "id": "6e2094a5e82ad32a735981954eb1638a"
    },
    {
      "id": "ff303c68e096d62272ad73f36b5a2284"
    },
    {
      "id": "9d0deb559d97aed2111df06b1bcf1af9"
    },
    {
      "id": "47c945afb33b97fa9438bbf00acbbf9b"
    },
    {
      "id": "9106e9c482581376887c293484205e0b"
    },
    {
      "id": "648145f8f52ae66ea9c3f136e20a40ba"
    },
    {
      "id": "38f96100648d557f8a68cc2a2248fd18"
    },
    {
      "id": "e17ca02e48b3754fe1e2c77822397f1d"
    },
    {
      "id": "44581f993647bb47f6e85048faeafb6c"
    },
    {
      "id": "8b249ad298c6f11f1e65585ad79e6ccb"
    },
    {
      "id": "4522d25568f0f42bfda1f99678e477a6"
    },
    {
      "id": "952030121b87369541bd84cc2c41f08c"
    }
  ],
  "name": "Acclaim at Cary Pointe",
  "is_unpaid": false,
  "location": {
    "lat": 35.812968,
    "lng": -78.87719,
    "city": "Cary",
    "state": "North Carolina",
    "state_abbr": "NC",
    "zip": "27519"
  },
  "id": "lc5911464",
  "bed_count_data": [
    {
      "beds": 1,
      "prices": {
        "low": 1502
      }
    },
    {
      "beds": 2,
      "prices": {
        "low": 2388
      }
    }
  ],
  "phone_mobile": "9843753541",
  "phone_mobile_sem": "9843753542",
  "phone_desktop": "9843753541",
  "phone_desktop_text": "(984) 375-3541",
  "phone_desktop_sem": "9843753542",
  "phone_desktop_sem_text": "(984) 375-3542",
  "nv_rpl": null,
  "revenue": 6,
  "request_tour_opt_out": true,
  "z_score": null,
  "tplsource": "ZILLOW",
  "url_pathname": "/apartment/acclaim-at-cary-pointe-cary-nc-lc5911464",
  "amenities_highlighted": [
    "Pet Friendly",
    "Patio",
    "Dishwasher",
    "Fitness Center",
    "Hardwood Flooring"
  ],
  "category_badges": [],
  "city_ids": [
    "3710740"
  ],
  "off_market": false,
  "tour_provider_details": null,
  "floor_plans": [
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 5,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2466,
        "min": 2436
      },
      "sq_ft_range": {
        "min": 964,
        "max": 964
      },
      "units": [
        {
          "rent": "$2,451"
        },
        {
          "rent": "$2,436"
        },
        {
          "rent": "$2,451"
        },
        {
          "rent": "$2,466"
        },
        {
          "rent": "$2,466"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 1,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2397,
        "min": 2397
      },
      "sq_ft_range": {
        "min": 955,
        "max": 955
      },
      "units": [
        {
          "rent": "$2,397"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 10,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2418,
        "min": 2368
      },
      "sq_ft_range": {
        "min": 841,
        "max": 841
      },
      "units": [
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,418"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,383"
        },
        {
          "rent": "$2,383"
        },
        {
          "rent": "$2,383"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 2,
      "bath_count": 2,
      "available_count": 1,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2681,
        "min": 2681
      },
      "sq_ft_range": {
        "min": 1119,
        "max": 1119
      },
      "units": [
        {
          "rent": "$2,681"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 2,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2121,
        "min": 2071
      },
      "sq_ft_range": {
        "min": 804,
        "max": 804
      },
      "units": [
        {
          "rent": "$2,121"
        },
        {
          "rent": "$2,071"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 2,
      "bath_count": 2,
      "available_count": 7,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2767,
        "min": 2682
      },
      "sq_ft_range": {
        "min": 1119,
        "max": 1119
      },
      "units": [
        {
          "rent": "$2,732"
        },
        {
          "rent": "$2,767"
        },
        {
          "rent": "$2,732"
        },
        {
          "rent": "$2,682"
        },
        {
          "rent": "$2,682"
        },
        {
          "rent": "$2,697"
        },
        {
          "rent": "$2,697"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 6,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2136,
        "min": 2071
      },
      "sq_ft_range": {
        "min": 804,
        "max": 804
      },
      "units": [
        {
          "rent": "$2,121"
        },
        {
          "rent": "$2,121"
        },
        {
          "rent": "$2,121"
        },
        {
          "rent": "$2,136"
        },
        {
          "rent": "$2,071"
        },
        {
          "rent": "$2,086"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 2,
      "bath_count": 2,
      "available_count": 6,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2890,
        "min": 2795
      },
      "sq_ft_range": {
        "min": 1164,
        "max": 1164
      },
      "units": [
        {
          "rent": "$2,795"
        },
        {
          "rent": "$2,845"
        },
        {
          "rent": "$2,845"
        },
        {
          "rent": "$2,890"
        },
        {
          "rent": "$2,795"
        },
        {
          "rent": "$2,795"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 10,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2418,
        "min": 2318
      },
      "sq_ft_range": {
        "min": 841,
        "max": 841
      },
      "units": [
        {
          "rent": "$2,418"
        },
        {
          "rent": "$2,418"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,318"
        },
        {
          "rent": "$2,368"
        },
        {
          "rent": "$2,383"
        },
        {
          "rent": "$2,383"
        },
        {
          "rent": "$2,383"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 2,
      "bath_count": 2,
      "available_count": 8,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2723,
        "min": 2388
      },
      "sq_ft_range": {
        "min": 1139,
        "max": 1139
      },
      "units": [
        {
          "rent": "$2,688"
        },
        {
          "rent": "$2,388"
        },
        {
          "rent": "$2,688"
        },
        {
          "rent": "$2,693"
        },
        {
          "rent": "$2,723"
        },
        {
          "rent": "$2,713"
        },
        {
          "rent": "$2,693"
        },
        {
          "rent": "$2,708"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 2,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2236,
        "min": 2211
      },
      "sq_ft_range": {
        "min": 933,
        "max": 933
      },
      "units": [
        {
          "rent": "$2,211"
        },
        {
          "rent": "$2,236"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 9,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 1847,
        "min": 1502
      },
      "sq_ft_range": {
        "min": 681,
        "max": 681
      },
      "units": [
        {
          "rent": "$1,812"
        },
        {
          "rent": "$1,812"
        },
        {
          "rent": "$1,812"
        },
        {
          "rent": "$1,847"
        },
        {
          "rent": "$1,777"
        },
        {
          "rent": "$1,502"
        },
        {
          "rent": "$1,792"
        },
        {
          "rent": "$1,777"
        },
        {
          "rent": "$1,777"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 5,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2520,
        "min": 2385
      },
      "sq_ft_range": {
        "min": 964,
        "max": 964
      },
      "units": [
        {
          "rent": "$2,520"
        },
        {
          "rent": "$2,385"
        },
        {
          "rent": "$2,470"
        },
        {
          "rent": "$2,435"
        },
        {
          "rent": "$2,435"
        }
      ],
      "photos": []
    },
    {
      "bed_count": 1,
      "bath_count": 1,
      "available_count": 6,
      "price_term": "/mo",
      "available_date": null,
      "availability_status_code": "AVAILABLE_WITH_COUNT",
      "price_range": {
        "max": 2272,
        "min": 2212
      },
      "sq_ft_range": {
        "min": 867,
        "max": 867
      },
      "units": [
        {
          "rent": "$2,272"
        },
        {
          "rent": "$2,212"
        },
        {
          "rent": "$2,237"
        },
        {
          "rent": "$2,222"
        },
        {
          "rent": "$2,222"
        },
        {
          "rent": "$2,237"
        }
      ],
      "photos": []
    }
  ],
  "application_url": null,
  "availability_status": "TODAY",
  "lead_move_in_date_required": false,
  "lead_phone_required": true,
  "lead_questions": {
    "ids": []
  },
  "has_price_drops": false,
  "leasing_terms": [],
  "listing_tier": "payPerLease",
  "phone_mobile_text": "(984) 375-3541",
  "price_text": "$1,502+",
  "property_management_company": {
    "id": null,
    "name": "Vest Residential"
  },
  "time_zone_id": null,
  "has_lead_emails": true,
  "verified": true,
  "website": null,
  "property_type": "APARTMENTS",
  "bed_range": {
    "min": 1,
    "max": 2
  },
  "price_range": {
    "min": 1502,
    "max": 2890
  },
  "cpl_eligible": true,
  "phone_mobile_sem_text": "(984) 375-3542",
  "mits_phone": {
    "raw": null,
    "formatted": null
  },
  "office_hours": [
    {
      "day": "Sunday",
      "times": [
        {
          "open": "01:00 PM",
          "close": "05:00 PM",
          "comment": null
        }
      ]
    },
    {
      "day": "Monday",
      "times": [
        {
          "open": "10:00 AM",
          "close": "06:00 PM",
          "comment": null
        }
      ]
    },
    {
      "day": "Tuesday",
      "times": [
        {
          "open": "09:00 AM",
          "close": "06:00 PM",
          "comment": null
        }
      ]
    },
    {
      "day": "Wednesday",
      "times": [
        {
          "open": "09:00 AM",
          "close": "06:00 PM",
          "comment": null
        }
      ]
    },
    {
      "day": "Thursday",
      "times": [
        {
          "open": "09:00 AM",
          "close": "06:00 PM",
          "comment": null
        }
      ]
    },
    {
      "day": "Friday",
      "times": [
        {
          "open": "09:00 AM",
          "close": "06:00 PM",
          "comment": null
        }
      ]
    },
    {
      "day": "Saturday",
      "times": [
        {
          "open": "10:00 AM",
          "close": "05:00 PM",
          "comment": null
        }
      ]
    }
  ],
  "deals": [
    {
      "description": "Move in by May 15 and receive One Month Free PLUS waived administrative & community fee! Ask us about our look and lease special!",
      "coupon_category": "Special Offer",
      "idx": null
    }
  ],
  "deal_types": [
    {
      "text": "1 Month Free"
    },
    {
      "text": "Lowered Fees"
    }
  ],
  "deals_text": "Move in by May 15 and receive One Month Free PLUS waived administrative & community fee! Ask us about our look and lease special!",
  "address": "2525 Morrisville Pkwy",
  "apply_now_opted_in": false,
  "mls_info": {
    "agent_first_name": null,
    "agent_last_name": null,
    "agent_email": "stop@rent.com",
    "feed": null,
    "id": null
  },
  "address_full": "2525 Morrisville Pkwy, Cary, NC 27519",
  "income_restrictions": [],
  "special_terms": "Available months 12",
  "price_drops": {
    "by_floorplan_id": []
  },
  "has_total_cost_with_fees": false,
  "has_total_cost_with_fees_messaging": false,
  "bath_text": "1–2 Baths",
  "bed_text": "1–2 Beds",
  "square_feet_text": "681–1164 Sqft",
  "hood_ids": [
    1122743
  ],
  "zip_code": "27519",
  "typename": "Listing",
  "units_available_text": "10+ Units Available",
  "source_id": "5541gwdtqwp9q",
  "pdp_views": 1,
  "has_hd_tour": false,
  "videos": [],
  "has_videos_or_tours": false,
  "hd_tours": [],
  "unique_highlights": [
    "Fitness Center",
    "Electricity Included",
    "Water Included",
    "Pet Friendly",
    "Art Studio",
    "Dishwasher",
    "Indoor Pool",
    "Outdoor Spaces",
    "Electric Car Charging",
    "Washer and Dryer"
  ],
  "lead_volume_meta": {
    "label": null,
    "percentile": null,
    "lead_count": null
  },
  "rating_percent": null,
  "rating_count": null,
  "updated_at": "2026-05-10T00:00:00.000Z",
  "price": 1502,
  "map_marker_price_text": "$1.5k"
}

Each property record contains 70+ fields organized into logical groups:

Identity & Listing Metadata

Field	Meaning
ID	Unique Rent.com internal identifier for the property
Name	Property or building name as displayed on the listing
Source ID	Identifier from the originating data source
Typename	GraphQL/API type label for the listing object
URL Pathname	Relative URL path to the property detail page
Website	Property's own website, if listed
Verified	Whether the listing has been verified by Rent.com
Is Unpaid	Indicates if the listing is an unpaid/organic entry
Listing Tier	Paid placement tier (e.g., featured, standard)
TPL Source	Tracking source label for the listing placement
Updated At	Timestamp of the most recent data update
Off Market	Whether the property is currently off-market

Location

Field	Meaning
Address	Street address of the property
Address Full	Full formatted address including city, state, zip
Location	Coordinates or structured location object
Zip Code	Postal code
City IDs	Internal IDs for the city
Hood IDs	Internal IDs for the neighborhood
Time Zone ID	Time zone identifier (e.g., America/New_York)

Pricing

Field	Meaning
Price	Base rental price (numeric)
Price Text	Formatted price string (e.g., "$1,200/mo")
Price Range	Min–max price range across available units
Map Marker Price Text	Short price label shown on map pins
Has Price Drops	Boolean flag for recent price reductions
Price Drops	Details of any active price drop offers
Has Total Cost With Fees	Whether total-cost-with-fees data is available
Has Total Cost With Fees Messaging	Text messaging about total cost transparency

Unit Details

Field	Meaning
Bed Count Data	Structured bedroom count data
Bed Range	Min–max bedroom range (e.g., 1–3 beds)
Bed Text	Human-readable bedroom label
Bath Text	Human-readable bathroom label
Square Feet Text	Size range or value as displayed
Floor Plans	Available floor plan configurations with pricing
Units Available Text	Label for current availability (e.g., "5 units available")
Availability Status	Current availability state of the property
Property Type	Type of dwelling (apartment, condo, house, etc.)
Duration	Typical lease duration

Contact & Communication

Field	Meaning
Phone Mobile	Mobile contact number
Phone Mobile Text	Display text for mobile number
Phone Mobile SEM	Mobile number used in paid search campaigns
Phone Mobile SEM Text	Display text for SEM mobile number
Phone Desktop	Desktop contact number
Phone Desktop Text	Display text for desktop number
Phone Desktop SEM	Desktop SEM tracking number
Phone Desktop SEM Text	Display text for desktop SEM number
MITS Phone	Phone number from MITS (industry data standard)
Has Lead Emails	Whether the property accepts email leads

Leasing & Application

Field	Meaning
Application URL	Direct link to the online application
Apply Now Opted In	Whether the property uses Rent.com's Apply Now feature
Leasing Terms	Available lease term options
Lead Move In Date Required	Whether a move-in date is required to contact
Lead Phone Required	Whether a phone number is required to submit a lead
Lead Questions	Custom questions shown to prospective tenants
Lead Volume Meta	Metadata about lead traffic volume
Request Tour Opt Out	Whether the property has opted out of tour requests
Tour Provider Details	Details about the virtual/in-person tour provider
CPL Eligible	Whether the listing is eligible for cost-per-lead billing

Amenities & Highlights

Field	Meaning
Amenities Highlighted	Featured amenities displayed prominently on the listing
Unique Highlights	Property-specific selling points
Category Badges	Tags such as "Pet Friendly", "Utilities Included"
Has HD Tour	Whether an HD virtual tour is available
HD Tours	HD tour links or metadata
Videos	Video tour URLs
Has Videos Or Tours	Boolean indicating any video/tour content exists

Deals & Promotions

Field	Meaning
Deals	Active deals or promotions
Deal Types	Categories of available deals
Deals Text	Human-readable deal description (e.g., "1 month free")

Restrictions & Special Terms

Field	Meaning
Income Restrictions	Income-based eligibility requirements, if any
Special Terms	Non-standard leasing conditions

Company & Management

Field	Meaning
Property Management Company	Name of the managing company
Office Hours	Leasing office hours

Media

Field	Meaning
Photos	Array of property photo URLs

Analytics & Scoring

Field	Meaning
Z Score	Internal ranking/relevance score
NV RPL	Revenue-per-lead metric (internal)
Revenue	Revenue metadata associated with the listing
PDP Views	Number of property detail page views
Rating Percent	Aggregate review score as a percentage
Rating Count	Total number of reviews

MLS Data

Field	Meaning
MLS Info	MLS listing metadata where applicable

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How to Use

1. Get search URLs — Search on Rent.com with your target city, state, and property type filters. Copy the results page URL (including pagination if needed).
2. Configure input — Paste URLs into the urls array. Set max_items_per_url based on how many listings you need per page (typically 20–50).
3. Enable failure tolerance — Keep ignore_url_failures: true for multi-URL runs.
4. Run and export — Start the scraper and download results as JSON, CSV, or Excel.

Best practices:

• Add paginated URLs (page-1 through page-N) to cover full search results.
• Use specific search filters in the URL (city, property type) to get targeted datasets.
• Schedule recurring runs to track price changes and availability over time.

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Use Cases & Business Value

• Rental market analysis: Compare pricing across neighborhoods in a target city
• Investment research: Identify underpriced markets or high-demand ZIP codes
• Relocation tools: Build curated property shortlists for clients
• Price monitoring: Track deal activity and price drops for specific markets

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Conclusion

The Rent.com Property Search Scraper turns paginated rental search results into clean, analysis-ready datasets with 70+ fields per listing. Whether you're building a market report or sourcing leads, it eliminates manual data collection and delivers consistent output at scale.