🕷️️ Job Radar • SCRAPING

upwork.com 🟡 2026-05-22

🔹 Serper.dev Hotel Data Extraction (US & Japan)
👤 Client: 🇺🇸 USA Member since 2025-10-22
💰 Price: ****
🚩 Problem: Scaling an existing Python script to achieve comprehensive hotel coverage across two countries while optimizing API spend and grid density.
📦 Existing: Python script, Serper.dev API key.

Specifications:

[Target] Hotels in USA and Japan
[Method] Lat/Lng search grid optimization
[Method] Pagination and rate limit management
[Method] Result deduplication
[Stack] Python (requests, CSV, concurrency)
[Format] CSV (name, address, phone, website, rating, review count, lat/lng)
[Security] Serper.dev API ToS compliance

Workflow:

1. Dry-run API cost estimation and grid density analysis.
2. Execution of scaled scraping across US and Japan grids.
3. Data deduplication and CSV formatting.
4. Script documentation and coverage reporting.