Posts by category: Scraping Use Cases

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Reddit Scraping with Python: Posts, Comments, and Search Results

Learn how to scrape Reddit posts, comments, and search results using Python and BeautifulSoup. Bypass Reddit's anti-bot protection with Scrape.do.

How to Build a Bulk Web Scraper in Retool with Scrape.do (Low Code)

Set Scrape.do up as a Retool REST API resource, then build a workflow that reads URLs from Retool Database, scrapes each one, parses the result, and writes it back. Anti-bot bypass and JavaScript rendering included.

Scraping Google AI Overviews in 2026: Extract Summary Text, Source References, and Structured Data with Python

Scrape Google AI Overviews with Python using Playwright and Scrape.do SERP API. Extract summary text, source references, and structured data from AI-generated search results.

How to Build a Parallel Web Scraper in Windmill with Scrape.do (TypeScript)

Build a Windmill flow that scrapes a list of URLs in parallel through Scrape.do, with retries, per-URL failure isolation, and structured output, defined entirely in OpenFlow YAML you can paste in and deploy.

Ultimate Guide to Scraping Bing (Extract SERPs, Images, News, Products)

Scrape Bing search results, images, shopping, and news with Python. Complete working code for web scraping with stable pagination and clean data export.

How to Scrape Trip.com: Hotels, Reviews, and Flight Prices with Python

Scrape Trip.com hotels, reviews, and flight prices with Python. Decode the Next.js RSC stream, call the internal JSON APIs, and export clean CSVs, no browser.

How to Scrape Complete Grocery Data from Walmart with Python

Learn how to scrape Walmart grocery data in 2026. Bypass Akamai & HUMAN defenses, extract product prices, variants & inventory with Python. Complete code examples included.

ChatGPT Scraping: Send Prompts and Extract Replies Without an API Key

Scrape ChatGPT without an API key. Send prompts to the logged-out app with Python, extract replies, citations, and the search queries ChatGPT actually ran.

2 Ways to Scrape Gemini Responses and Sources (Free & Quick)

Scrape Google Gemini responses and grounding sources with a single Python request, no browser, account, or API key. Plus the Scrape.do Gemini endpoint for scale.
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