Yellow Pages Canada Business Leads Scraper

Turn Canada's national business directory into clean, structured leads. Search by keyword and city or province and get business name, phone, website, split address (street, city, province, postal code), every category, star rating, review count and open status, ready for your CRM or outreach.

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

Phone & website direct contact details

Address, categories & postal code split into street, city, province

Rating & reviews star rating, review count, open status

Who is it for

Use case	Who benefits
Sales prospecting	Sales teams building targeted call lists across Canada
Lead generation	Agencies selling to local businesses by city and category
Market research	Analysts mapping how many providers serve a market
Local outreach	Marketers running regional campaigns by trade

How to use it

1. Enter a keyword or category (for example restaurant, dentist or plumber).
2. Enter a city or province (for example Toronto ON, Vancouver BC or Montreal QC).
3. Set Max Items and run. Export as JSON, CSV or Excel, or pull the results through the Apify API.

Frequently Asked Questions

Which fields matter most for outreach? Phone is the direct contact point for every listing. Website helps you qualify each lead. The address is split into street, city, province and postal code so you can target by area, every category the business lists under lets you segment by trade, and the star rating and review count let you prioritize established, well-reviewed businesses first.

Does every business have a website? No. Business name, phone, address and category are available for almost every listing. Website is included whenever the business publishes one, so coverage varies by category and area.

Can I collect more than one page of results? Yes. Set Max Items higher and the scraper keeps paging through additional businesses for that keyword and location.

How fresh is the data? Every record is read live at run time, so it reflects the directory at the moment of the run (see observedAt).

Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

• Plumber leads in Toronto ON, Canada: Scrape plumber business leads in Toronto ON, Canada with phone, website and address for B2B outreach.
• Dentist leads in Montreal QC, Canada: Scrape dentist business leads in Montreal QC, Canada with phone, website and address for B2B outreach.
• Electrician leads in Vancouver BC, Canada: Scrape electrician business leads in Vancouver BC, Canada with phone, website and address for B2B outreach.
• Lawyer leads in Calgary AB, Canada: Scrape lawyer business leads in Calgary AB, Canada with phone, website and address for B2B outreach.
• Accountant leads in Ottawa ON, Canada: Scrape accountant business leads in Ottawa ON, Canada with phone, website and address for B2B outreach.
• Roofing leads in Edmonton AB, Canada: Scrape roofing business leads in Edmonton AB, Canada with phone, website and address for B2B outreach.
• Restaurant leads in Winnipeg MB, Canada: Scrape restaurant business leads in Winnipeg MB, Canada with phone, website and address for B2B outreach.
• Mechanic leads in Quebec City QC, Canada: Scrape mechanic business leads in Quebec City QC, Canada with phone, website and address for B2B outreach.
• Hair Salon leads in Halifax NS, Canada: Scrape hair salon business leads in Halifax NS, Canada with phone, website and address for B2B outreach.
• Real Estate Agent leads in Mississauga ON, Canada: Scrape real estate agent business leads in Mississauga ON, Canada with phone, website and address for B2B outreach.

Export, API and AI agents (x402 + MCP)

Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.

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More scrapers at scrapers.lat

This actor is built and maintained by scrapers.lat, where we publish scrapers for public platforms: finance, news, real estate, jobs, e-commerce and government data. Browse the full catalog or ask us for a custom scraper at scrapers.lat.

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This actor is an independent tool and has no affiliation with Yellow Pages Canada. It only accesses publicly available business listings. Use the results in accordance with the source's terms and applicable law.