Realtor.ca Listings & Price Changes Scraper

What does Realtor.ca Listings & Price Changes Scraper do?

Scrape public Canadian MLS listings from Realtor.ca by city, map bounding box, map/listing URL, or MLS#. Each dataset row includes list price, beds/baths, address, agent/brokerage, photo URLs, and public price-change signals when Realtor.ca exposes them. Optional detail enrich pulls remarks and any public price history; optional monitor mode compares prices across scheduled runs. Runs on Apify with Residential proxy, scheduling, API/MCP access — cookieless to the user.

Why use it?

• Canadian market inventory for investors, agents, and proptech pipelines
• Price-drop monitoring without fabricating history (public labels + your own cross-run snapshot)
• MCP-ready inputs/outputs for AI agents (apify--realtor-ca-listings-scraper)
• Honest empty/block outcomes instead of hollow successes

Data fields

Field	Description
mlsNumber	MLS / Realtor.ca reference
propertyId	Realtor.ca property ID
listingUrl	Public listing URL
price / priceDisplay	Numeric CAD price + display string
address	Street, city, province, postal, raw text
lat / lon	Coordinates when published
bedrooms / bathrooms	Counts from building payload
propertyType / buildingType / sqft	Type and size when present
photoUrls / photoCount	Up to 20 photo URLs
agentName / agentPhone / brokerageName	Listing contact
priceChangeDetected	Public change and/or monitor diff
previousPrice / newPrice / monitorDiff	Cross-run monitor fields
priceHistory	Public detail history only (never invented)
scrapedAt	ISO-8601 scrape time

How to use

1. Open the Actor in Apify Console and use the downtown Toronto map prefill, or set city / startUrls / mlsNumbers.
2. Set maxResults (prefill 5 for a cheap sample). Enable enrichDetails and/or monitorMode if needed.
3. Keep RESIDENTIAL proxy (required for Imperva).
4. Run → download the dataset as JSON/CSV/Excel, or call via API/MCP.

Input

Provide at least one of: mapBoundingBox, city, startUrls, mlsNumbers. See the Input tab for full field help.

{
  "mapBoundingBox": {
    "LatitudeMin": 43.63,
    "LatitudeMax": 43.68,
    "LongitudeMin": -79.43,
    "LongitudeMax": -79.35,
    "ZoomLevel": 13
  },
  "transactionType": "for-sale",
  "maxResults": 5,
  "enrichDetails": false,
  "monitorMode": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Output example

{
  "mlsNumber": "C1234567",
  "propertyId": "27891234",
  "listingUrl": "https://www.realtor.ca/real-estate/27891234/123-example-st-toronto",
  "price": 899000,
  "priceDisplay": "$899,000",
  "address": {
    "street": "123 Example St",
    "city": "Toronto",
    "province": "Ontario",
    "postalCode": "M5V2T6",
    "text": "123 Example St|Toronto, Ontario M5V2T6"
  },
  "bedrooms": 2,
  "bathrooms": 2,
  "agentName": "Jane Agent",
  "brokerageName": "Example Realty Inc.",
  "priceChangeDetected": false,
  "priceHistory": [],
  "source": "property-search",
  "scrapedAt": "2026-09-15T12:00:00.000Z"
}

You can download the dataset in JSON, HTML, CSV, or Excel.

Pricing (PAY_PER_EVENT)

Event	Price
apify-actor-start	$0.00005
listing-scraped (primary)	$0.005 / listing
listing-detail-enriched	$0.008 / enriched listing

Platform usage is passed through to the run user. Example: 5 search listings ≈ $0.025 + start + Residential compute.

Honest scope & limitations

• Canada / Realtor.ca only — not Realtor.com (US).
• No fabricated price history — priceHistory is empty unless PropertyDetails exposes it; monitor mode only compares your prior snapshot.
• Imperva + Residential — datacenter proxies usually fail; blocks finish as UPSTREAM_FAILED / PARTIAL with truthful warnings.
• Public listing fields only; no login, no private MLS feeds, no off-market data.

MCP

Expose as apify--realtor-ca-listings-scraper via Apify MCP. Input titles/descriptions are written for tool-calling agents.

Legal disclaimer

This Actor collects publicly available listing information from Realtor.ca for legitimate research, analysis, and automation. You are responsible for complying with Realtor.ca terms, applicable Canadian privacy/consumer laws, and your own data-use policies. Do not use scraped data for spam, harassment, or unauthorized solicitation. The Actor author is not affiliated with the Canadian Real Estate Association (CREA) or Realtor.ca.