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upwork.com 🟠 2026-05-28

🔹 Luxury Hotel Database Expansion & URL Mapping
👤 Client: 🇵🇰 Pakistan Member since 2026-01-09
💰 Price: ****
🚩 Problem: Incomplete luxury hotel dataset requiring Michelin Key integration and cross-platform URL verification.
📦 Existing: courtyard_master_final.csv (649 entries: name, city, country, brand, descriptions)

Specifications:

[Target] guide.michelin.com (Three Key and Two Key hotels)
[Target] 8 OTA Platforms (Trip.com, Booking.com, Agoda, Expedia, Hotels.com, Ctrip, Traveloka, Direct Site)
[Method] Manual search and verification (City + Country match)
[Method] Deduplication check against existing master list
[Format] CSV (approx. 1,300 rows, 22 columns)
[Format] notes.txt (exception log for missing entries)

Workflow:

1. Extract Three Key and Two Key hotels from Michelin Guide.
2. Cross-reference Michelin data with existing CSV to update or append rows.
3. Execute manual search for each hotel across 8 specified platforms.
4. Validate city and country match for every URL retrieved.
5. Populate 22 columns per entry and log missing URLs in notes.txt.