HouseSigma.com Scraper

Overview

The HouseSigma.com Scraper extracts detailed real estate data from HouseSigma.com, Canada’s leading property marketplace. Designed for investors, agents, and researchers, this tool automates the collection of property listings, historical sales, and market trends. Whether you're analyzing neighborhoods, tracking price changes, or identifying investment opportunities, this scraper delivers structured, actionable data.

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Features

• Map-Based Scraping: Start with map view URLs to scrape listings in specific geographic areas.
• Targeted Scraping: Scrape specific cities (e.g., Toronto, Vancouver) or property types (e.g., condos, detached homes).
• Comprehensive Property Data: Extract details like price, taxes, bedrooms, bathrooms, square footage, and more.
• Granular Property Data: Extract listing prices, square footage, bedrooms/bathrooms, taxes, historical sales, and agent details.
• Market Analytics: Capture price trends, days on market, and neighborhood comparisons.
• Customizable Workflow: Adjust concurrency, retries, and data limits for large-scale scraping.
• Historical Sales: Access past sale prices and dates for market trend analysis.
• Proxy Support: Use residential proxies to avoid IP blocks and ensure uninterrupted scraping.
• Customizable Limits: Control the number of listings scraped (maxItems) and request concurrency.
• Agent Scraping: Download a list of agents from HouseSigma Agents or scrape individual agent profiles (e.g., Maja Curic).

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How to Use

1. Set Up: Ensure you have an Apify account and access to the Apify platform.
2. Install Cookie-Editor (there is option to Export cookies as JSON) or EditThisCookie chrome extension.
3. Login to your HouseSigma.com account
4. While you are on Linkedin tab, Click on the extension and export the cookies. Cookies are used to authorize actor with Linkedin.com site. Install any (or all) of the following chrome extensions to copy cookies:
   • Copy Cookies
   • Cookie-Editor
   • EditThisCookie
5. Paste the cookies to this actor's Cookie input field
6. Specify the HouseSigma site URL you want to scrape. You can use:
   • Property search/map/listing URLs (e.g., https://housesigma.com/on/otterville-real-estate/map/?center_marker=...)
   • Agent list URL (e.g., https://housesigma.com/on/agents/) to download all agents
   • Individual agent profile URLs (e.g., https://housesigma.com/on/agents/maja-curic) to scrape a specific agent You can add multiple URLs for a broader search scope.
7. Configure Input: Define your target URLs, limits, cookies, and proxy settings (see example below).
8. Run the Scraper: Execute the job and monitor progress in real time.
9. Export Results: Download data in JSON, CSV, or Excel formats.

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Input Configuration

Example Input

{
    "startUrls": [
        {
            "url": "https://housesigma.com/on/otterville-real-estate/map/?center_marker=42.9264829,-80.6033821&view=map&municipality=12397&status=for-sale&lat=42.9264829&lon=-80.6033821&zoom=12"
        },
        { "url": "https://housesigma.com/listings/newly-listed" },
        { "url": "https://housesigma.com/listings/recommended-for-you" },
        { "url": "https://housesigma.com/listings/exclusive-precon-assignment" },
        { "url": "https://housesigma.com/listings/sold-below-bought" },
        { "url": "https://housesigma.com/listings/high-returns" },
        { "url": "https://housesigma.com/listings/featured-listings" },
        { "url": "https://housesigma.com/listings/just-sold" },
        { "url": "https://housesigma.com/best-for-rental-investment" },
        { "url": "https://housesigma.com/best-for-schools" },
        { "url": "https://housesigma.com/1-year-price-growth" },
        { "url": "https://housesigma.com/on/agents/" }, // Scrape all agents
        { "url": "https://housesigma.com/on/agents/maja-curic" } // Scrape a specific agent
    ],
    "maxItems": 100,
    "maxConcurrency": 10,
    "minConcurrency": 1,
    "maxRequestRetries": 100,
    "cookies": [
        // Optional: Paste your cookies array here if authentication is required
    ],
    "proxy": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}

Input Fields Explained

Field	Type	Description	Default
startUrls	array	URLs to start scraping. Use HouseSigma’s map view URLs (e.g., filtered by status, location, or zoom level), agent list URL, or individual agent profile URLs.	[Map/Agent URL]
maxItems	integer	Maximum number of listings or agents to scrape per run. Leave empty to scrape all.	100
maxConcurrency	integer	Maximum parallel requests to process pages.	10
minConcurrency	integer	Minimum parallel requests to maintain.	1
maxRequestRetries	integer	Retry failed requests up to this number before stopping.	100
cookies	array (optional)	Cookies for authentication. Export from your browser (e.g., using EditThisCookie) and paste here if needed for logged-in access.	[]
proxy	object	Proxy configuration for anonymity: - useApifyProxy: Enable Apify Proxy. - apifyProxyGroups: Use RESIDENTIAL for hard-to-scrape targets.	{ "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }

---

Output Structure for Listing(s)

The scraper returns structured property data. Below is an example output:

{
    "show_consumer_questionnaire": 0,
    "assessment": null,
    "listing_price_change": [],
    "touring_activities": [],
    "picture": {
        "photo_url": "https://cache15.housesigma.com/file/pix-itso/152220668/5534c_1.jpg?c073d892",
        "photo_list": [
            "https://cache15.housesigma.com/file/pix-itso/152220668/5534c_1.jpg?c073d892",
            "https://cache08.housesigma.com/file/pix-itso/152220668/5534c_2.jpg?c073d892"
        ]
    },
    "house": {
        "id_listing": "JKdOYr0knRj754lW",
        "id_address": "eQp5yO8RwrG7d0ZE",
        "seo_municipality": "norwich-real-estate",
        "seo_address": "35-meadowlands-drive",
        "ml_num": "********",
        "ml_num_merge": "********",
        "hash_id": "pv2YagNt5rdz7nJD",
        "seo_suffix": "35-Meadowlands-Drive-Norwich-N0J1R0-40621881-X10745108-X10745108",
        "house_type_name": "Single Family Residence",
        "house_type": "D.",
        "address": "(Address display requires Agreement)",
        "address_seo": "(Address display requires Agreement)",
        "address_navigation": null,
        "list_status": {
            "public": -5,
            "live": 1,
            "flg_idx": 1,
            "sold": 0,
            "s_r": "Sale",
            "text": "For Sale",
            "status": "A",
            "feature": null,
            "precon": null,
            "agent_available": true,
            "premium": 1,
            "archive": 0,
            "watched": 0,
            "watched_text": "Sold Watch",
            "community_watched": 0,
            "community_watch_types": []
        },
        "list_dates": {
            "date_added": null,
            "date_added_days": null,
            "date_start": "Agreement required",
            "date_start_days": null,
            "date_start_month": 6,
            "date_update": null,
            "date_end": null,
            "date_end_days": null,
            "date_list_days": null,
            "date_sold_report": null
        },
        "id_community": 5474,
        "id_municipality": 10237,
        "community_name": "-",
        "municipality_name": "Norwich",
        "municipality_area": null,
        "country": "CA",
        "province": "ON",
        "province_name": "Ontario",
        "cross_street": "",
        "bedroom": 0,
        "bedroom_plus": null,
        "bedroom_string": 0,
        "washroom": 0,
        "parking": {
            "total": 0,
            "garage_type": "",
            "garage": 0,
            "parking_type": "",
            "parking": 0,
            "text": ""
        },
        "price": "(Agreement required)",
        "price_int": null,
        "price_abbr": null,
        "price_sold": "(Agreement required)",
        "price_sold_int": null,
        "price_origin": null,
        "price_tag": "For Sale",
        "map": {
            "lat": 42.921703,
            "lon": -80.597969
        },
        "tax_int": 0,
        "maintenance_int": null,
        "brokerage": "*****************************************",
        "text": {
            "list_date_short": "Agreement required",
            "list_date_long": "Agreement required",
            "dom_short": "For Sale - days ago",
            "dom_short_v2": "- days ago",
            "dom_long": "Agreement required",
            "rooms_short": "",
            "rooms_long": "",
            "status_chg_date": "1 week ago",
            "hs_exclusive_tag": null
        },
        "house_area": {
            "area": "****",
            "area_note": null,
            "unit": "feet²",
            "estimate": 0
        },
        "land": null,
        "open_house_date": null,
        "tos_source": "ITSO",
        "data_source_raw": "ITSO",
        "data_source_text": "<style>\n   ul.data_source_ul{\n        line-height: 20px;\n   }\n    ul.data_source_ul li{\n        list-style-type: '*';\n        padding-left: 10px;\n    }\n</style>\n<ul class=\"data_source_ul\">\n    <li> Data is provided courtesy of ITSO</li>\n    <li> © 2021 ITSO (https://www.itsosystems.ca/)</li>\n    <li> The information provided herein must only be used by consumers that have a bona fide interest in the purchase, sale, or lease of real estate and may not be used for any commercial purpose or any other purpose.</li> \n    <li> Information deemed reliable but not guaranteed.</li>\n</ul>",
        "copyright_text": {
            "copyright": "<p>Copyright: © 2025 HouseSigma Inc. All rights reserved. HouseSigma Inc. is a registered real estate brokerage in the Province of Ontario.</p>",
            "housesigmaInc": "HouseSigma Inc. Brokerage",
            "disclaimer_img": null,
            "disclaimer_url": null
        },
        "agent_user": {
            "id": 1,
            "name": "System API",
            "phone": "2894695060",
            "picture": "",
            "created": "2018-06-29 13:58:10"
        },
        "bind_agent_user": null,
        "contact_message": "I'd like to buy/sell something similar to: [********], (Address display requires Agreement), Norwich",
        "postal_code": "",
        "postal_code_seo": "",
        "pending_review_text": "",
        "list_agent_name": null,
        "brokerage_text": null,
        "schedule_message": "I want to book an appointment to view: [********], (Address display requires Agreement), Norwich",
        "direct_contact_message": "I want to know more about your toured listing: [********], (Address display requires Agreement), Norwich",
        "direct_contact_trreb_questionnaire_message": ""
    },
    "key_facts": null,
    "key_facts_v2": {
        "tax": {
            "name": "Tax",
            "value": "*********",
            "public": 0
        },
        "property_type": {
            "name": "Property Type",
            "value": "*********************************",
            "public": 0
        },
        "maintenance": {
            "name": "Maintenance",
            "value": null,
            "public": 0
        },
        "included_utility": {
            "name": "Included Utility",
            "value": null,
            "public": 0
        },
        "build_year": {
            "name": "Building Age",
            "value": "*",
            "public": 0
        },
        "size_without_area_note": {
            "name": "Size",
            "value": "**********",
            "public": 0
        },
        "size_with_area_note": {
            "name": "Size",
            "value": null,
            "public": 0
        },
        "lot_size": {
            "name": "Lot Size",
            "value": "**************",
            "public": 0
        },
        "locker": {
            "name": "Locker",
            "value": null,
            "public": 0
        },
        "irregular": {
            "name": "Lot Irregularities",
            "value": null,
            "public": 0
        },
        "condo_exposure": {
            "name": "Exposure",
            "value": null,
            "public": 0
        },
        "parking": {
            "name": "Parking",
            "value": "*********************",
            "public": 0
        },
        "basement": {
            "name": "Basement",
            "value": "**********",
            "public": 0
        },
        "coop_commission": {
            "name": "Coop Commission",
            "value": null,
            "public": 0
        },
        "ml_num_merge": {
            "name": "Listing #",
            "value": "********",
            "public": 0
        },
        "data_source": {
            "name": "Data Source",
            "value": "ITSO",
            "public": 1
        },
        "days_on_site_or_market": {
            "name": "Days on Market",
            "value": "193 days",
            "public": 1
        },
        "status_chg_date": {
            "name": "Status Change",
            "value": "1 week ago",
            "public": 1
        },
        "listed_on": {
            "name": "Listed on",
            "value": "2024-07-24",
            "public": 1
        },
        "updated_on": {
            "name": "Updated on",
            "value": "2025-01-23",
            "public": 1
        },
        "description2": {
            "name": "Description",
            "value": null,
            "public": 0
        },
        "summary": {
            "name": "Summary",
            "value": [
                "Introducing 35 Meadowlands Drive, a Canadian Craftsman home in Otterville by Everest Estate.",
                "The to-be-built home features 2,193 finished square feet, including 3 spacious bedrooms and 3 well-appointed bathrooms.",
                "A triple car garage is included, making it suitable for families seeking modern living in a serene setting.",
                "The home is designed with high-quality finishes and superior craftsmanship, reflecting Everest Estate's reputation.",
                "An open-concept layout promotes fluidity between living, dining, and kitchen areas, perfect for entertaining.",
                "The tranquil bedrooms and contemporary bathrooms enhance comfort and style within the home.",
                "The property includes a potential for a detached shop/garage, paved driveway, and in-ground irrigation, with a fully renovated adjacent farm home available for interim use during construction."
            ],
            "public": 0
        },
        "project_name": {
            "name": "Project Name",
            "value": null,
            "public": 0
        },
        "builders": {
            "name": "Builder(s)",
            "value": null,
            "public": 0
        },
        "occupancy_date": {
            "name": "Occupancy Date",
            "value": null,
            "public": 0
        },
        "aggregated_dom": {
            "name": "Property Days on Market",
            "value": "********",
            "public": 0
        }
    },
    "school": [],
    "property_detail": {
        "property": {
            "name": "Property",
            "value": [
                {
                    "name": "Property Type",
                    "value": "***********************",
                    "public": 0
                },
                {
                    "name": "Style",
                    "value": "********",
                    "public": 0
                },
                {
                    "name": "Frontage Type",
                    "value": "****",
                    "public": 0
                },
                {
                    "name": "Community",
                    "value": "**********",
                    "public": 0
                },
                {
                    "name": "Municipality",
                    "value": "*******",
                    "public": 0
                }
            ]
        },
        "inside": {
            "name": "Inside",
            "value": [
                {
                    "name": "Rooms",
                    "value": "**",
                    "public": 0
                },
                {
                    "name": "Bedrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Bedrooms Above Ground",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Bedrooms Below Ground",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Full Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Half Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "2 Piece Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "3 Piece Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "4 Piece Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "5 Plus Piece Bathrooms",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Kitchens",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Kitchens Above Ground",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Kitchens Below Ground",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Laundry",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Laundries on Level Main",
                    "value": "*",
                    "public": 0
                }
            ]
        },
        "utilities": {
            "name": "Utilities",
            "value": [
                {
                    "name": "Cooling",
                    "value": "***********",
                    "public": 0
                },
                {
                    "name": "Heating",
                    "value": "************************",
                    "public": 0
                },
                {
                    "name": "Water",
                    "value": "*****************",
                    "public": 0
                }
            ]
        },
        "parking": {
            "name": "Parking",
            "value": [
                {
                    "name": "Driveway Parking",
                    "value": "*************************",
                    "public": 0
                },
                {
                    "name": "Garage",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Total Parking Space",
                    "value": "*",
                    "public": 0
                },
                {
                    "name": "Parking Features",
                    "value": "************************************",
                    "public": 0
                }
            ]
        },
        "highlights": {
            "name": "Highlights",
            "value": [
                {
                    "name": "Lot Features",
                    "value": "**************************************************************************************************************************************************************************************************",
                    "public": 0
                }
            ]
        },
        "land": {
            "name": "Land",
            "value": [
                {
                    "name": "Sewer",
                    "value": "***************",
                    "public": 0
                },
                {
                    "name": "Frontage Length",
                    "value": "******",
                    "public": 0
                },
                {
                    "name": "Depth",
                    "value": "******",
                    "public": 0
                },
                {
                    "name": "Lot Size",
                    "value": "**************",
                    "public": 0
                },
                {
                    "name": "Acreage",
                    "value": "*****",
                    "public": 0
                },
                {
                    "name": "Zoning",
                    "value": "*",
                    "public": 0
                }
            ]
        },
        "farm": {
            "name": "Farm",
            "value": [
                {
                    "name": "Farm Land Area Units",
                    "value": "***********",
                    "public": 0
                }
            ]
        }
    },
    "listing_history": [
        {
            "id_listing": "JKdOYr0knRj754lW",
            "ml_num": "********",
            "seo_suffix": "35-Meadowlands-Drive-Norwich-N0J1R0-40621881-X10745108-X10745108",
            "price": "(Agreement required)",
            "price_note": null,
            "price_sold": "(Agreement required)",
            "date_start": null,
            "date_end": null,
            "data_source": "ITSO",
            "status": "For Sale",
            "public": -5,
            "button": 0,
            "show_contact_agent": false,
            "blur_price": false
        }
    ],
    "rooms": [
        {
            "size": "*********",
            "size_feet": "**********",
            "dc": "",
            "type": "*****",
            "lv": "***********"
        }
    ],
    "rooms_public": 0,
    "community_stats": {
        "house_type": "D.",
        "period": "2025-01-01",
        "price_sold_median": 655000,
        "price_sold_growth_yoy": 0.039,
        "price_sold_growth_yoy_percentile": 53,
        "sold_count": 1,
        "sold_count_30": 1,
        "dom_avg": 65,
        "new_listing_count": 6,
        "rent_180_ratio": 7.1,
        "active_listing_count": 14,
        "absorption_rate": 0.06,
        "price_sold_growth_5y": 59,
        "price_sold_growth_10y": "-",
        "temperature_text": "Very Cold",
        "period_name": "January 2025",
        "growth_year": 3.9
    },
    "community_stats_all": {
        "house_type": "all",
        "period": "2025-01-01",
        "price_sold_median": 655000,
        "price_sold_growth_yoy": -0.016,
        "price_sold_growth_yoy_percentile": 34,
        "sold_count": 1,
        "sold_count_30": 1,
        "dom_avg": 65,
        "new_listing_count": 8,
        "rent_180_ratio": 7,
        "active_listing_count": 16,
        "absorption_rate": "0.05",
        "price_sold_growth_5y": 59,
        "price_sold_growth_10y": "-",
        "period_name": "January 2025",
        "growth_year": -1.6
    },
    "analytics": {
        "estimate_price": "1,408,400",
        "estimate_price_int": 1408400,
        "estimate_price_confident": 2.05,
        "estimate_price_display_directly": 1,
        "estimate_price_display": 1,
        "estimate_price_display_top": 1,
        "estimate_price_date": "2025-02-01",
        "estimate_price_age": 1,
        "price_diff": -5,
        "rent_base": 0,
        "estimate_price_range": null,
        "estimate_dom": null,
        "estimate_dom_bar": null,
        "estimate_rent": "3,059",
        "estimate_rent_int": 3059,
        "estimate_rent_days": 25,
        "estimate_rent_yearreturn": 2.01,
        "school": {
            "highschool_score": 0,
            "belowhighschool_score": 5
        },
        "stars": {
            "school": null,
            "growth": 2.5,
            "rent": 0.5
        },
        "scores": {
            "school": null,
            "growth": 5,
            "rent": 1
        }
    },
    "virtual_open_house": [],
    "public_open_house": [],
    "community_stats_public": 1,
    "premium_stats_display": 0,
    "premium_stats": null,
    "deposit": null,
    "province_abbr": "ON",
    "meta": {
        "title": "(Address display requires Agreement), Norwich, Ontario For Sale | HouseSigma",
        "title_share": "(Address display requires Agreement), Norwich, Ontario For Sale | HouseSigma",
        "description": "Discover the perfect starter home or investment opportunity at (Address display requires Agreement), Norwich, Ontario with HouseSigma today.",
        "image": "https://cache15.housesigma.com/file/pix-itso/152220668/5534c_1.jpg?c073d892",
        "canonical_url": "https://housesigma.com/on/norwich-real-estate/35-meadowlands-drive/home/eQp5yO8RwrG7d0ZE/",
        "robots": "all"
    },
    "component_display": {
        "my_note": 1,
        "agent_touring_activities": 1,
        "not_interested": 1,
        "community_popularity_index": 1
    },
    "show_agent_recruit": 0,
    "show_trustpilot": false,
    "banner_top": {
        "src": "https://static.housesigma.com/images/banner/join_housesigma_v2_750_204.png",
        "url": "https://team.housesigma.com/join-us/",
        "inner": false
    },
    "banner_bottom": null,
    "show_premium_unlock": 0,
    "user_referral_code": "",
    "premium_share_text": ""
}

Property Output Fields Explained

Field / Property	Type	Description
show_consumer_questionnaire	number	Indicates if a consumer questionnaire is shown (0 = no, 1 = yes)
assessment	any	Assessment data, if available
listing_price_change	array	List of price change events for the listing
touring_activities	array	List of touring activities or open house events
picture.photo_url	string	Main photo URL for the property
picture.photo_list	array	List of all photo URLs for the property
house.id_listing	string	Unique HouseSigma listing ID
house.id_address	string	Internal address ID
house.seo_municipality	string	SEO-friendly municipality identifier
house.seo_address	string	SEO-friendly address identifier
house.ml_num	string	MLS number (may be masked)
house.hash_id	string	Internal hash ID
house.seo_suffix	string	SEO-friendly URL suffix
house.house_type_name	string	Full property type name (e.g., "Single Family Residence")
house.house_type	string	Short property type code
house.address	string	Property address (may require agreement for full display)
house.list_status	object	Listing status details (sold, for sale, etc.)
house.list_dates	object	Listing date details (added, updated, sold, etc.)
house.id_community	number	Community ID
house.id_municipality	number	Municipality ID
house.community_name	string	Community name
house.municipality_name	string	Municipality name
house.country	string	Country code (e.g., "CA")
house.province	string	Province code (e.g., "ON")
house.province_name	string	Province name (e.g., "Ontario")
house.cross_street	string	Cross street info
house.bedroom	number	Number of bedrooms
house.washroom	number	Number of bathrooms
house.parking	object	Parking details (total, garage, type, etc.)
house.price	string	Current asking price (may be masked)
house.price_int	number	Current asking price as integer (if available)
house.price_sold	string	Last sold price (may be masked)
house.price_sold_int	number	Last sold price as integer (if available)
house.map.lat	number	Latitude
house.map.lon	number	Longitude
house.tax_int	number	Annual property tax (integer)
house.maintenance_int	number	Maintenance fee (if applicable)
house.brokerage	string	Brokerage name (may be masked)
house.text	object	Various display texts (dates, status, etc.)
house.house_area	object	Area details (size, unit, estimate)
house.land	object	Land details (if available)
house.open_house_date	any	Open house date (if available)
house.tos_source	string	Source of listing data (e.g., "ITSO")
house.agent_user	object	Agent details (ID, name, phone, etc.)
house.bind_agent_user	any	Additional agent info (if available)
house.contact_message	string	Default contact message
house.postal_code	string	Postal code
house.list_agent_name	string	Listing agent name (if available)
house.schedule_message	string	Default schedule message
house.direct_contact_message	string	Default direct contact message
key_facts	object	Key facts (legacy, may be null)
key_facts_v2	object	Key facts (modern, see below for subfields)
school	array	School information (if available)
property_detail	object	Detailed property attributes (see below for subfields)
listing_history	array	Historical listing data (price, status, etc.)
rooms	array	Room details (size, type, level, etc.)
community_stats	object	Community market statistics for this property type
community_stats_all	object	Community market statistics for all property types
analytics	object	HouseSigma analytics (price/rent estimates, scores, etc.)
virtual_open_house	array	Virtual open house info (if available)
public_open_house	array	Public open house info (if available)
component_display	object	UI component flags (notes, popularity, etc.)
show_agent_recruit	number	Show agent recruitment banner flag
show_trustpilot	boolean	Show Trustpilot reviews flag
banner_top	object	Top banner info (if available)
banner_bottom	object	Bottom banner info (if available)
show_premium_unlock	number	Show premium unlock flag
user_referral_code	string	User referral code (if available)
premium_share_text	string	Premium share text (if available)
province_abbr	string	Province abbreviation (e.g., "ON")
meta	object	Metadata for SEO/sharing (title, description, image, etc.)

Notable Nested Fields

• key_facts_v2: Contains key property facts, such as taxes, property type, maintenance, size, lot size, parking, basement, days on market, status change date, listed/updated dates, summary, etc.
• property_detail: Contains detailed sections: property, inside (rooms, bedrooms, bathrooms, kitchens, laundry), utilities (cooling, heating, water), parking, highlights, land, farm.
• community_stats / community_stats_all: Market stats for the community (median price, growth, sales count, DOM, etc.).
• analytics: HouseSigma's price/rent estimates, confidence, scores, and school/rent/growth ratings.

Note: Some fields may be masked or require agreement/login to view.

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Output Structure for Agent(s)

The scraper returns structured property data. Below is an example output:

{
    "agent": {
        "id": 319,
        "name": "Maja Curic",
        "avatar": "https://cache16.housesigma.com/hs-teams/2023/02/Headshots-4-300x300.png",
        "designation": "Sales Representative",
        "about": "Real estate is my passion. Buying or selling a home can be a complex process. Having a real estate agent is paramount to helping work through the process. As a top real estate agent, I take the time to listen to the needs and desires of each person looking to purchase or sell a home. For those who are buying, I strive to make sure they get a home that meets their needs and matches their lifestyle. For those selling a home, I feel it is my obligation to help navigate the complicated paperwork and process so that the transition goes as smoothly as possible. In a nutshell, I am here to help.",
        "language_text": "English, Croatian"
    },
    "homes_text": [
        {
            "text": "10 homes bought or listed",
            "category": "bought-listed",
            "show": 1
        },
        {
            "text": "111 homes toured",
            "category": "toured",
            "show": 1
        }
    ],
    "bind_agent_user": null,
    "contact_message": "I have questions about real estate. Please contact me.",
    "show_experience": 1,
    "list_top_city": {
        "title": "Top cities (by transactions)",
        "list": [
            {
                "municipality": "Toronto",
                "listing_count": 8,
                "listing_percent": 0.8
            },
            {
                "municipality": "Mississauga",
                "listing_count": 1,
                "listing_percent": 0.1
            }
        ],
        "show": 1
    },
    "list_house_type": {
        "title": "Property type distribution",
        "list": [
            {
                "house_type": "C.",
                "house_type_name": "Condo Apt",
                "listing_count": 7,
                "listing_percent": 0.7
            },
            {
                "house_type": "A.",
                "house_type_name": "Att/Row/Twnhouse",
                "listing_count": 2,
                "listing_percent": 0.2
            },
            {
                "house_type": "Other",
                "house_type_name": "Other",
                "listing_count": 1,
                "listing_percent": 0.1
            }
        ],
        "show": 1
    },
    "meta": {
        "h1": "Real Estate Agent in Ontario - Maja Curic",
        "description": "Meet Maja Curic, a real estate agent in Ontario with HouseSigma. Explore past transactions, and contact Maja Curic for expert real estate services.",
        "title": "Maja Curic - ON  Real Estate Agent | HouseSigma"
    }
}

Agent Output Fields Explained

Field / Property	Type	Description
agent.id	number	Unique agent ID
agent.name	string	Agent's full name
agent.avatar	string	URL to agent's profile photo
agent.designation	string	Agent's title or designation (e.g., "Sales Representative")
agent.about	string	Agent's biography or about text
agent.language_text	string	Languages spoken by the agent (comma-separated)
homes_text	array	Array of agent's activity summaries (e.g., homes bought/listed, homes toured)
homes_text[].text	string	Description of the activity (e.g., "10 homes bought or listed")
homes_text[].category	string	Activity category (e.g., "bought-listed", "toured")
homes_text[].show	number	Whether to show this activity (1 = show, 0 = hide)
bind_agent_user	any	Additional agent info (if available)
contact_message	string	Default contact message for the agent
show_experience	number	Whether to show experience section (1 = show, 0 = hide)
list_top_city	object	Top cities by agent's transaction count
list_top_city.title	string	Title for the top cities section
list_top_city.list	array	Array of city stats
list_top_city.list[].municipality	string	City/municipality name
list_top_city.list[].listing_count	number	Number of listings/transactions in this city
list_top_city.list[].listing_percent	number	Percentage of total transactions in this city (0-1)
list_top_city.show	number	Whether to show this section (1 = show, 0 = hide)
list_house_type	object	Property type distribution for the agent's transactions
list_house_type.title	string	Title for the property type section
list_house_type.list	array	Array of property type stats
list_house_type.list[].house_type	string	Property type code (e.g., "C.", "A.", "Other")
list_house_type.list[].house_type_name	string	Property type name (e.g., "Condo Apt")
list_house_type.list[].listing_count	number	Number of transactions for this property type
list_house_type.list[].listing_percent	number	Percentage of total transactions for this property type (0-1)
list_house_type.show	number	Whether to show this section (1 = show, 0 = hide)
meta	object	Metadata for SEO/sharing (h1, description, title)

Note: Some fields may be missing or empty depending on the agent's profile and available data.

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Benefits

• Market Insights: Track price trends and identify undervalued properties.
• Investment Analysis: Use historical sales and community stats for informed decisions.
• Time Savings: Automate data extraction instead of manual copying.
• Scalable: Scrape thousands of listings across cities in hours.

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Why Use This Scraper?

HouseSigma’s map-based interface makes it ideal for geographic research, but manual data collection is tedious. This scraper:

• Scales Effortlessly: Scrape hundreds of listings across cities.
• Avoids Blocks: Residential proxies ensure uninterrupted scraping.
• Delivers Structure: Clean, analysis-ready data in JSON/CSV.

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Support

• Issues: Report via Apify Actor Issues.
• Contact:
  • Email: muhamed.didovic@gmail.com
  • Portfolio: https://muhamed-didovic.github.io/

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Custom Services

Need modifications? Contact me for:

• Custom fields (e.g., school districts, commute times).
• Bulk historical sales data.
• Integration with analytics tools (Tableau, Power BI).

Email: muhamed.didovic@gmail.com