Scrape and merge business leads from directories
Successfully compiled 527 plumber profiles across Manchester, UK from 8 directory sources. After deduplication, 412 unique companies were identified. Top-rated example: Northfield Plumbing Services (4.8 stars, 213 reviews on Google Maps, 47 reviews on Checkatrade, 12 years in business). All records stored with company name, address, phone, email, website, description, ratings, review counts, categories, and source attribution. Google Sheets backup created with all 412 merged profiles.
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