SCRAPING FIELD NOTES

Latest Blog Posts: zillow-api

Practical guides for building reliable data products with web scraping APIs, structured data and automation.

Inside the guides

01 API implementation walkthroughs
02 Source-specific scraping patterns
03 Data product case studies

2026-08-10 9 min read

Zillow API fields, filters and endpoints explained

Choose the right LetsScrape Zillow endpoint, apply only supported filters, and normalize listing fields without confusing request parameters with response data.

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How to

2026-08-06 15 min read

Build a Zillow price-drop monitor with Python, SQLite and an API

Build a runnable Python price-drop monitor for Zillow search results with SQLite snapshots, nullable price normalization, missing-listing handling, retries, scheduling, and duplicate-safe alerts.

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How to

2026-08-02 13 min read

How to scrape Zillow listings into JSON with Python

Build a safe Python pipeline that requests Zillow listings, validates the response, paginates by the documented page parameter, deduplicates by ZPID, and exports clean JSON.

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