cd sandbox/gta-pet-businesses
GTA pet businesses
Read-only sample output from LeadBuilder.
This is a real sample output from LeadBuilder, a Python pipeline I built to research business contact details. For this run, I searched OpenStreetMap for pet businesses in the Greater Toronto Area, crawled their websites, and collected public contact information. The pipeline code is private. This page only shows the results, and visitors cannot start a crawl.
Niche: Pet businesses. Region: Greater Toronto Area. Run on September 30, 2026.
What the run produced
- With a phone number
- 214
- With a website
- 184
- Websites crawled
- 161
- Skipped because robots.txt said no
- 7
- With an email address
- 57
- Part of a chain
- 102
Email check: each email's domain was checked to confirm it accepts mail. Individual mailboxes were not confirmed.
Browse the records
215 records match.
| Business | Address | Phone | Crawl result | |
|---|---|---|---|---|
| Hound & Purr | 1181 The Queensway | — | +1 416-253-9494 | Crawled successfully |
| K9 Couture | 594 Yonge Street | s•••@k•••.ca | +1 416-915-9959 | Crawled successfully |
| Kennel Cafe | 285 Roncesvalles Avenue, Toronto | — | +1 416-531-3177 | Crawled successfully |
| Kennel Cafe | — | — | +1 416-531-3177 | Crawled successfully |
| Knick Kach Paddy Whack | 481 Queen Street East | w•••@k•••.ca | +1 416-519-2929 | Crawled successfully |
| Knick Knack Paddy Whack Dog Food | — | w•••@k•••.ca | +1 416-519-2929 | Crawled successfully |
| Le Chien Elegant | Fellbrigg Avenue | — | +1 416-932-0181 | No website listed |
| M & J Happy Pet Products | 360 Revus Avenue, Mississauga, ON, L5G 4S4 | m•••@r•••.com | +1 905-990-8882 | Crawled successfully |
| McCarron Farm & Pet Service | — | s•••@m•••.com | +1 905-838-2646 | Crawled successfully |
| Mississauga Aquarium | 1125 Dundas Street East, Mississauga | m•••@g•••.com | +1 905-766-3228 | Crawled successfully |
| My Petropolis | 3365 Lake Shore Boulevard West, Etobicoke | — | +1 416-792-3600 | Site returned HTTP 404 |
| myPet Shop on Yonge | 4720 Yonge Street, North York, ON, M2N 5M4 | — | +1 416-528-1788 | No website listed |
| NAFB Aquarium Centre | 2260 Kingston Road, M1N 1T9 | — | +1 416-267-7252 | Site returned HTTP 403 |
| Nice Diggz | 5094 Dundas Street West | n•••@g•••.com | +1 647-867-3644 | Crawled successfully |
| Nice Diggz | 571 St. Clair Avenue West, Toronto, Ontario | info@n•••.com | +1 647-867-3644 | Crawled successfully |
| Nose To Toes Grooming | 126 King Road | — | +1 905-773-2333 | No website listed |
| Old Mill Dog Spa | — | — | +1 416-767-4787 | Crawled successfully |
| Ouidog | 9580 Yonge Street, Richmond Hill, Ontario, L4C 1V6 | o•••@g•••.com | +1 437-453-4955 | Crawled successfully |
| Pampered Paws | — | info@p•••.com | +1 416-962-7877 | Crawled successfully |
| Paw Envy | 778 Annette Street | p•••@g•••.com | +1 647-451-7244 | Crawled successfully |
| Pawland | 754 Mount Pleasant Road, M4S 2N6 | — | +1 416-205-9393 | Crawled successfully |
| Pawmart | 1402 Yonge Street, Toronto, ON, M4T 1Y5 | — | +1 844-448-0844 | Skipped: robots.txt asked us not to crawl |
| Pawny Tail Pet Grooming & More | 60 Brian Harrison Way, Toronto, ON, M1P 5J5 | — | +1 647-296-8818 | No website listed |
| Pawpals | 276 Manitoba Street, Etobicoke | info@p•••.ca | +1 416-255-1574 | Crawled successfully |
| Paws Avenue Grooming Salon | — | — | +1 905-990-5505 | No website listed |
How it works
-
Set up the project
Choose the niche, the city or region, and a record limit in a settings file. The same pipeline can then be run for any type of business in any area.
-
Discover businesses
Search OpenStreetMap for businesses that match the niche and region, and save each one with its name, address, phone, website and map location.
-
Crawl websites politely
Visit each business website, check robots.txt first, and skip any site that asks not to be crawled. In this run, 7 sites were skipped for that reason.
-
Extract contacts
Read the crawled pages to find email addresses, phone numbers and social media profiles, and record the page where each one was found.
-
Clean and remove duplicates
Tidy up the data and merge records that are really the same business. Chain stores are marked so they can be told apart from independent shops.
-
Check emails
Check that each email's domain is set up to receive mail. Individual mailboxes are not confirmed, so the results are shown honestly as domain checks.
-
Export
Keep only the qualified records and save them as a CSV, with a source link for every piece of data.
-
Showcase and test
Write a README that explains how to set up and run the pipeline, add automated tests that check each step works, and prepare sample data. This page is built from that sample data.