OpenTable US Multi-Location Restaurant Data Extraction

Customer: AI | Published: 12.02.2026

ob: Extract US Multi-Location Restaurant Brands from OpenTable I need a data researcher to extract restaurant brands from OpenTable (opentable.com) that meet the following criteria: Requirements US-based restaurant brands only Brands must operate between 15 and 50 total locations (company-wide, not just OpenTable listings) At least one location must be listed on OpenTable Must be an actual restaurant operator (no tech companies, media, associations, suppliers, or consultants) Deliverable A clean CSV file with the following columns: Brand Name Official Website URL Total Number of Locations (verified from website) Source URL confirming location count OpenTable URL (at least one listing link) Notes (if clarification needed) No duplicates. No single-site independents. No chains over 50 locations. Method You may use: OpenTable search by city/state Web scraping (Python allowed) Grouping/normalising brand names Official website location pages for verification Accuracy is more important than speed. Target Deliver 400 qualified restaurant brands. Please confirm: Your method Estimated completion time That you understand the 15–50 total location requirement