Realtor.ca Email Scraper

Realtor.ca Email Scraper: public agent emails from Canada's national listing portal

The Realtor.ca Email Scraper collects contact emails that are publicly visible in Google's index alongside Realtor.ca pages. You give the Realtor.ca Email Scraper a keyword list, an optional location and the email domains you care about, and it returns a clean dataset of leads. Every row carries the email, the label Google printed for the result, the exact query that found it and a UTC timestamp.

Be honest about shape before you run it. Realtor.ca indexes listing and map pages far more than agent profiles, so most rows carry an agent email without a resolvable profile URL. In a measured run of the Realtor.ca Email Scraper, roughly ten parsed result blocks produced about six unique emails and no resolvable agent handles at all. That makes the Realtor.ca Email Scraper an email-first instrument: strong for building a Canadian realtor email list, weak for building a directory of profile links.

Realtor.ca is the national listing portal Canadian REALTORS use to publish inventory, and agents put a contact address on those pages on purpose. Buyers, sellers and cooperating brokers need a way to reach them, which is why a Realtor.ca email extractor works at all. If you sell to Canadian agents and brokerages, the Realtor.ca Email Scraper is the closest thing to a national, city-filterable prospecting surface.

Who uses the Realtor.ca Email Scraper

Real-estate technology vendors run the Realtor.ca Email Scraper to reach agents with CRM, IDX website, virtual staging and transaction-management products. Mortgage brokers, title and closing partners, photographers and videographers use the Realtor.ca Email Scraper to introduce local services to the agents who commission them. Recruiters and franchise development teams use it to source licensed agents by city for brokerage growth conversations.

What the Realtor.ca Email Scraper does not do

The Realtor.ca Email Scraper never logs in, never uses a Realtor.ca API and never opens the Realtor.ca website. There is no browser, no JavaScript rendering, no authentication and no cookies anywhere in the pipeline. Everything the Realtor.ca Email Scraper returns comes from publicly indexed Google search results: titles, snippets and site labels.

Key features of the Realtor.ca Email Scraper

Feature	What it means for your realtor email list
Google site: targeting	Every query is scoped to realtor.ca, so leads stay on-platform
Query expansion	Base, quoted and intitle: phrasings plus one variant per query modifier
Structural parsing	Locates the <h3> title then the smallest surrounding block; no reliance on Google CSS classes
Domain-filtered extraction	Only emails ending in your customDomains are kept
Global deduplication	One row per unique email across every query and page
Email normalisation	Understands name [at] domain [dot] com, name (at) domain, name @ domain.com, domain .com, zero-width characters and the full-width at sign
Junk filter	Rejects placeholders such as email@, yourname@, test@, xxx@ and single-character locals
Boundary-correct matching	@gmail.com never matches inside @gmail.company or @gmail.com.br
Soft-wrap repair	Drops a hit that is only the tail of another email in the same block
Concurrency pool	An asyncio worker pool with a shared stop signal on maxEmails
Retries and block detection	Up to 3 attempts per page with exponential backoff, a fresh proxy session per request, and CAPTCHA or consent pages retried rather than counted as empty
Requeue of failures	Blocked or failed queries are retried once at the end of the run
Resumable state	Run state is stored in the key-value store, keyed by a hash of your input, and saved on PERSIST_STATE, MIGRATING and ABORTING
Fallback parser	If Google's markup changes, the run degrades to emails without account details rather than to nothing
Run summary	Logs pages fetched, blocked pages, retries and emails per page

How the Realtor.ca Email Scraper works

1. The Realtor.ca Email Scraper reads your input: keywords, location, email domains and limits.
2. It builds Google queries with the site: operator, for example site:realtor.ca "real estate agent" "@gmail.com" "Toronto".
3. It fetches Google result pages through the Apify GOOGLE_SERP proxy using async aiohttp requests.
4. It parses each result block structurally rather than by CSS class name.
5. It extracts emails from the block text with a domain-filtered regex.
6. It deduplicates globally and pushes each lead to the dataset immediately, so partial results survive an abort.

Base queries run before expanded ones, which means the highest-signal Realtor.ca results arrive first. If you cap maxEmails low, the Realtor.ca Email Scraper still gives you the best of what a Realtor.ca email extractor can reach. Because rows are pushed as they are found, you can watch the dataset fill while the Realtor.ca Email Scraper is still running.

Input reference for the Realtor.ca Email Scraper

Field	Type	Default	Meaning
keywords	array (required)	["real estate agent", "realtor"]	Search terms describing the accounts you want
location	string	""	Optional location phrase added to every query
customDomains	array	["@gmail.com","@yahoo.com"]	Only emails on these domains are kept; the @ is optional
maxEmails	integer 1-10000	20	Stop after this many unique emails
countryCode	string	""	Two-letter country for the search proxy (US, GB, DE...)
expandQueries	boolean	true	Search each keyword x domain pair in several phrasings
queryModifiers	array	["email","contact","listing agent","inquiries","broker"]	Extra words combined with each keyword when expansion is on
maxPagesPerQuery	integer 1-50	30	Page cap per query
maxConcurrency	integer 1-20	5	Parallel queries

location is the highest-value input

Location is the single most valuable control in the Realtor.ca Email Scraper, because Canadian agents farm neighbourhoods, not countries. Run one Realtor.ca Email Scraper job per market: Toronto, Mississauga, Vancouver, Surrey BC, Calgary, Ottawa, Halifax, Winnipeg, Quebec City. City-level phrases return the widest pool; neighbourhood phrases such as Etobicoke, Kitsilano, Riverbend Edmonton or Le Plateau Montreal return smaller but far more relevant sets.

Keep the phrase in the form a listing page would print it. North York beats North York, Ontario, Canada, and a postal-area name usually beats a postal code. For bilingual markets, run the French phrasing as a separate job: courtier immobilier with Montreal is a different index slice than the English pair.

countryCode matters here

Set countryCode to CA when you run the Realtor.ca Email Scraper. It routes the search proxy through Canada and pulls the Canadian slice of the index. Leaving it empty works, but a US-weighted result set dilutes a Canadian realtor contact scraper run.

Example input

{
  "keywords": ["real estate agent", "realtor", "listing broker"],
  "location": "Toronto",
  "customDomains": ["@gmail.com", "@yahoo.com", "@outlook.com"],
  "maxEmails": 300,
  "countryCode": "CA",
  "expandQueries": true,
  "queryModifiers": ["email", "contact", "listing agent", "inquiries", "broker"],
  "maxPagesPerQuery": 30,
  "maxConcurrency": 5
}

Output reference for the Realtor.ca Email Scraper

Every dataset item produced by the Realtor.ca Email Scraper has all fourteen fields below.

Field	Meaning
network	Platform name
keyword	The keyword that produced the lead
query	The exact Google query used
title	Raw result title
accountName	Account label Google prints
fullName	Display name parsed from a profile-style title; empty for listing captions
username	URL-safe handle when the platform exposes one; otherwise null
profileUrl	Canonical account URL when a handle is known; otherwise empty
url	Direct platform link when exposed, else the profile URL
description	Bio or caption snippet, cleaned of labels and counters
email	Lower-cased email address
emailDomain	The matched domain
possiblyTruncated	true when Google's snippet ellipsis touched the email
foundAt	ISO 8601 UTC timestamp

Example output

[
  {
    "network": "Realtor.ca",
    "keyword": "real estate agent",
    "query": "site:realtor.ca \"real estate agent\" \"@gmail.com\" \"Toronto\"",
    "title": "Houses for Sale in Etobicoke, Toronto - REALTOR.ca",
    "accountName": "REALTOR.ca",
    "fullName": "",
    "username": null,
    "profileUrl": "",
    "url": "https://www.realtor.ca/on/toronto/real-estate",
    "description": "Contact listing salesperson directly - inquiries to jasleen.brar.realty@gmail.com for private showings.",
    "email": "jasleen.brar.realty@gmail.com",
    "emailDomain": "@gmail.com",
    "possiblyTruncated": false,
    "foundAt": "2026-08-31T09:12:44Z"
  },
  {
    "network": "Realtor.ca",
    "keyword": "realtor",
    "query": "site:realtor.ca realtor contact \"@yahoo.com\" \"Toronto\"",
    "title": "Marc Deschenes - REALTOR.ca",
    "accountName": "marc-deschenes",
    "fullName": "Marc Deschenes",
    "username": "marc-deschenes",
    "profileUrl": "https://www.realtor.ca/agent/marc-deschenes",
    "url": "https://www.realtor.ca/agent/marc-deschenes",
    "description": "Residential sales across midtown Toronto. Email marc.deschenes.re@yahoo.com for a market evaluation.",
    "email": "marc.deschenes.re@yahoo.com",
    "emailDomain": "@yahoo.com",
    "possiblyTruncated": false,
    "foundAt": "2026-08-31T09:13:02Z"
  }
]

The first row is the common shape on this platform: a real agent email pulled from a listing or map page with username: null and an empty profileUrl. The second row is the rarer case where Google exposed an agent handle and the Realtor.ca Email Scraper could build a canonical profile link. Both rows are equally usable for outreach; only the second is usable for profile enrichment, which is the trade-off the Realtor.ca Email Scraper makes on this platform.

Use cases for the Realtor.ca Email Scraper

Use case	How the Realtor.ca Email Scraper fits
Proptech and SaaS sales	Build a Canadian real estate agent email list per metro before a product launch
Mortgage and title partnerships	Reach listing agents in the neighbourhoods where your lending or closing service operates
Photography and videography	Introduce listing media services to agents already publishing inventory in that city
Virtual staging and floor plans	Target agents with active listings rather than a generic agent contact database
Recruiting and franchise development	Source licensed agents by city for brokerage growth conversations
Transaction management and IDX vendors	Segment by keyword so brokers and salespeople land in different sequences
Market research	Sample how many agents publish a public contact address in a given Canadian market

Example run recipes

Three Realtor.ca Email Scraper configurations that work well in practice.

Downtown Toronto condo specialists: keywords ["realtor", "condo specialist"], location Toronto, countryCode CA, maxEmails 200. Cross-border build: pair a Canadian run with Homes.com Email Scraper for US metros, then deduplicate both datasets on email.

Greater Vancouver farm: keywords ["real estate agent", "listing agent"], location Burnaby, domains ["@gmail.com", "@shaw.ca", "@telus.net"]. Prairie sweep: run Calgary, Edmonton, Saskatoon and Winnipeg as four separate jobs so you can attribute reply rates per market.

Results you should realistically expect

Nothing the Realtor.ca Email Scraper returns is guaranteed, and volume moves with keywords, domains, location and what Google has indexed that week. As a calibration point, a measured run of the Realtor.ca Email Scraper returned about six unique emails per ten parsed result blocks, with zero resolvable profile URLs. Plan on an email-rich, handle-poor dataset, and do not build a workflow that requires profileUrl to be populated.

If you need agent identity data as well as addresses, the franchise Actors are a better fit. The Keller Williams Agent Email Scraper and Coldwell Banker Agent Email Scraper publish real agent profile pages and return full names and profile links far more often. For Canadian coverage specifically, the Realtor.ca Email Scraper is still the broadest single source in the category.

Responsible use

Agents publish these addresses so clients and cooperating brokers can reach them, so frame Realtor.ca Email Scraper outreach as a relevant business offer, not a blast. In Canada, CASL governs commercial electronic messages, including consent, sender identification and a working unsubscribe path. If you email US recipients, CAN-SPAM applies; for EU or UK recipients, GDPR and PECR apply; phone follow-up brings TCPA-adjacent rules into play.

Fair Housing principles matter in real estate outreach on both sides of the border. Do not use location targeting in the Realtor.ca Email Scraper to include or exclude people on the basis of protected characteristics. None of this is legal advice; check your own obligations before you send.

Limitations of the Realtor.ca Email Scraper

• Realtor.ca indexes listing and map pages far more than agent profiles, so most rows carry an agent email without a resolvable profile URL. This is the dominant limitation on this platform.
• The Realtor.ca Email Scraper only finds addresses that are publicly visible in Google's index. An agent who hides their email will not appear.
• Google caps a single query at roughly 300 results, which is exactly why query expansion exists; leave expandQueries on.
• possiblyTruncated: true means Google's snippet ellipsis touched the address. Verify those before sending.
• username and profileUrl are populated only when Google exposes a handle. Empty values are a Google limitation, not a bug.
• The Realtor.ca Email Scraper requires the Apify GOOGLE_SERP proxy and cannot run without Apify proxy credentials.
• Free Apify plans are capped at 100 emails per run; paid plans are uncapped.
• Results vary with keywords, domains and location. No volume is guaranteed.

FAQ about the Realtor.ca Email Scraper

How many results should I expect?

In a measured run the Realtor.ca Email Scraper returned about six unique emails per ten parsed result blocks, and effectively no resolvable profile URLs. Total volume depends on your keyword breadth, domain list and location, so widen all three if a run finishes short.

Does the Realtor.ca Email Scraper log into Realtor.ca?

No. It never logs in, never touches a Realtor.ca API and never opens the site. It reads publicly indexed Google results only.

Why is profileUrl empty on most rows?

Because Realtor.ca surfaces listing and map pages more than agent profile pages, so Google usually prints no handle to build a link from. The address is still real and usable; only the profile link is missing.

Which email domains should I use?

Start with the defaults @gmail.com and @yahoo.com, then add Canadian consumer and ISP domains such as @outlook.com, @hotmail.com, @rogers.com, @shaw.ca, @telus.net and @bell.net. Brokerage domains work too if you know the office you are targeting.

Should I set countryCode?

Yes, use CA. It routes the search proxy through Canada and keeps the result set from drifting toward US pages.

How do I get more emails from one Realtor.ca Email Scraper run?

Raise maxEmails, keep expandQueries on, add keywords such as listing agent, broker and courtier immobilier, and add domains. Running several narrow locations usually beats one broad national run.

Is maxConcurrency safe to raise?

It controls how many queries the Realtor.ca Email Scraper runs in parallel, up to 20. Higher values finish sooner and consume proxy capacity faster; 5 is a sensible default.

What does possiblyTruncated mean?

Google cut the snippet near the address, so the email may be incomplete. Treat those rows as needing verification rather than as clean leads.

Can I resume an interrupted Realtor.ca Email Scraper run?

Yes. State is kept in the key-value store keyed by a hash of your input and saved on Apify's PERSIST_STATE, MIGRATING and ABORTING events.

What happens if Google changes its layout?

A whole-page fallback parser takes over, so the Realtor.ca Email Scraper degrades to emails without account details rather than returning nothing.

Can I export the data to my CRM?

Yes. Push the Realtor.ca Email Scraper dataset to CSV, JSON or Excel from the Apify console, or pull it through the API into your CRM or outreach tool.

Is this affiliated with Realtor.ca?

No. The Realtor.ca Email Scraper is an independent Actor and is not affiliated with, supported by or endorsed by Realtor.ca or CREA.

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