How to Scrape Amazon Product Data (Titles, Prices, ASINs)
How to scrape Amazon product data, live-tested 2026: titles, ASINs, prices, ratings, review counts, features, and the fingerprint fix for stripped pages.
Motherlode Lab · · 10 min read
Scrapers for popular websites, tested as written.
Step-by-step playbooks for scraping one site at a time — what the site serves, the route that survives it, and where each method breaks. Every command was run against the live site first.
Amazon Price Scraper: Track Price Changes Automatically
An Amazon price scraper that alerts on real changes: tested watch commands, the no-threshold limit, and a cron recipe for price-below-X alerts.
Motherlode Lab · · 8 min read
Google News Scraper: Collect Headlines by Topic
A Google News scraper that works in 2026: pull topic, search, and geo RSS feeds in one command, export headlines to CSV, and dodge three tested traps.
Motherlode Lab · · 8 min read
Google Search Scraper: Extract SERP Results to CSV/JSON
Live-tested google search scraper routes - direct scraping fails, Serper and SerpApi keys work, a free zero-key path, plus jq to finish as CSV.
Motherlode Lab · · 11 min read
LinkedIn Scraping: What's Public, What's Allowed, and How
LinkedIn scraping tested October 2026, with real commands and output. What loads without login, what the courts and ToS say, and where each limit sits.
Motherlode Lab · · 9 min read
Reddit Scraper: Posts, Comments & Subreddits
A reddit scraper guide with three tested routes to posts, comment trees and subreddit data: free API credentials, the public JSON ladder, browser fallback.
Motherlode Lab · · 10 min read
Trustpilot Scraper: Reviews & Ratings
A trustpilot scraper tested live in 2026: the JSON-LD route returns 20 reviews per business with no API key, plus what robots.txt and the ToS say.
Motherlode Lab · · 9 min read
Yahoo Finance Scraper: Prices & Fundamentals (Tested)
A yahoo finance scraper guide tested live: keyless chart endpoint for prices, crumb-auth quoteSummary for fundamentals, server-rendered pages, watch mode.
Motherlode Lab · · 9 min read
YouTube Scraper: Videos, Channels & Metadata
Tested youtube data scraper routes on live videos: one command returns title, author, views and duration with no API key, plus the bulk CSV loop.
Motherlode Lab · · 9 min read
Zillow Scraper: Listings, Prices & Zestimates
A working Zillow scraper: pull listings, prices, and beds from Zillow's JSON-LD for free, plus robots rules, ToS limits, and the Zestimate gap.
Motherlode Lab · · 9 min read