Yellow Pages Canada Scraper (Product Listing)

🚀 Why Use This Yellow Pages Canada Scraper?

• ⏱ Save time collecting business listings at scale
• 📍 Discover companies by industry and region
• 📊 Build structured datasets for market research
• 📞 Gather publicly available contact details
• 📁 Export clean data for CRM, outreach, or analysis

Ideal for users who need Canadian business directory data.

Data Preview

📊 Data You Can Extract

Depending on what Yellow Pages Canada publicly displays, this template can extract:

• 🏢 Business name
• 🗂 Category
• 📍 Address
• 📞 Phone number
• 🌐 Website URL (if available)
• ⭐ Ratings (if available)
• 🔗 Listing URL
• 📍 Location (city / province)

All data is exported in a structured, analysis-ready format.

Ready to Start Scraping?

No coding. No setup. Works immediately.

Try It Now - Free Trial

👥 Who Should Use This Template?

📞 Sales & Outreach Teams — Build prospect lists for Canadian markets

📊 Market Researchers — Analyze business density by region and industry

🧩 Agencies & Consultants — Create business datasets for clients

🏢 Local Service Providers — Identify competitors and partners

🔗 Related Templates

🐙 Why Octoparse?

🧩 No-Code Required — You don't need programming knowledge; just input keywords and locations, and run the scraper.

🔄 Automatic Workflow & Pagination Handling — Octoparse handles navigation through search results, page loading, and data extraction for you.

📁 Easy Export Formats — Export scraped results directly to Excel, CSV or JSON for easy analysis or integration into CRMs and databases.

💻 Beginner-Friendly UI — Ready to use out of the box. Just enter your keywords and run.

Start collecting data now — no setup, no hassle, just raw data in minutes.

⚠️ Important Notes & Best Practices

• When entering parameters, use the format Keyword;Location with a semicolon (;) only and no spaces before or after the semicolon. Enter one keyword–location pair per line, using plain text only. For example: restaurant;Toronto or plumber;Vancouver.
• Only publicly available Yellow Pages Canada listings can be scraped. Results depend on keyword, location, and directory availability. Large searches may take longer to complete, and some listings may not display full contact details. If a CAPTCHA appears, pause the task and solve it manually in the built-in browser.

❓ FAQs

Q: How do I format my search queries correctly?

Use the format Keyword;Location with a semicolon separator and no spaces. For example: restaurant;Toronto or plumber;Vancouver. Enter one query per line.

Q: Can I scrape Yellow Pages for other countries?

This template is specifically for Yellow Pages Canada. For US listings, use the Yellow Pages Scraper or Yellow Pages Scraper (Cloud). For Australia, use the Yellow Pages Australia Scraper.

Q: How can I use this data for lead generation?

The scraped business data including names, phone numbers, and addresses is ideal for building prospect lists. Learn more about scraping Yellow Pages for lead generation.

Q: Why are some contact details missing from results?

Not all Yellow Pages listings display complete information. Some businesses may not have provided phone numbers or websites. The scraper extracts only what is publicly displayed.

Q: What's the best way to organize scraped data for outreach?

Export to Excel or CSV, then filter by location or category. For tips on building a lead database, see our guide on using web scraping for lead generation.

Q: Are there other business directories I can scrape?

Yes, Octoparse offers templates for multiple directories. For US business listings, try the Superpages Scraper. For a complete overview, check out top websites to hunt for business leads.

🛠 How to Use: Step-by-Step Guide

1. Start the template

Click "Try it!" or "Start" to load the Superpages Scraper.

2. Enter your scraping parameters

On the input screen, fill in your keyword and filter options.

✍🏻 Input Fields Explained

3. Run the scraper

• Click "Start" and select a run mode. (Greyed-out modes are not supported for this template.)
• Octoparse will automatically browse Yellow Pages, load search results, scroll pages, and extract all matching products.

4. Monitor & Handle Interruptions

• Scraping duration may vary based on the number of products returned for your search.
• If a CAPTCHA appears, pause the task, solve it manually, then resume the run.

5. Export your data

• Once scraping completes, go to the "Data Preview" or output section to review.
• Export the results - e.g. as CSV or Excel - for further analysis, filtering, or storage.