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 | |
|---|---|---|---|---|
| Pet Cuisine | 127 Front Street East, Toronto, M5B 1Y6 | info@p•••.ca | +1 416-507-9968 | Crawled successfully |
| Pet Mama | 644 Bloor Street West, Toronto | — | +1 416-516-6262 | Skipped: robots.txt asked us not to crawl |
| Pet Mama | 1500 Bathurst Street, York | — | +1 416-901-6262 | No website listed |
| Pet Studio | — | — | +1 416-699-3999 | No website listed |
| Pet Uno | 675 College Street, Toronto, M6G 1B9 | — | +1 647-727-0758 | No website listed |
| Pet Valu | 3003 Danforth Avenue, East York, Ontario, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 950 unit B9 Southdown Road, Mississauga | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 125 The Queensway | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 2734 Lake Shore Boulevard West | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 95 Laird Drive, East York | — | +1 416-693-0196 | Crawled successfully |
| Pet Valu | 3003 Danforth Ave, Toronto, ON, M4C 1M9 | — | +1 289-725-9319 | Crawled successfully |
| Pet Valu | 195 Lakeshore Road East | — | +1 905-274-8774 | Crawled successfully |
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.
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Export
Keep only the qualified records and save them as a CSV, with a source link for every piece of data.
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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.