Every Actor in these toolkits exists because the site it targets has no public API, killed the one it had, or charges enough for official access that scraping wins on price. Grouped by what you're actually trying to do — not by which site happens to have the data.
Each one bundles the Actors people actually reach for together, because the sites don't talk to each other and never will.
Every major SG property portal plus URA's own transaction records, in one consistent shape.
See the toolkit →Reddit, Discourse, phpBB, Hacker News, Linktree, and Social Blade — research communities and the creators behind them.
See the toolkit →Zillow, Redfin, ImmoScout24, realestate.com.au — listing data across the US, Germany, and Australia.
See the toolkit →StockX, GOAT, Supreme, Nike, Puma — retail vs. resale pricing in one pipeline.
See the toolkit →Shopify, DHgate, Made-in-China, Back Market, Kleinanzeigen, Senukai, and any Algolia-powered store.
See the toolkit →Booking.com, Agoda, Airbnb, Hostelworld, FlixBus, airport timetables, travel eSIMs.
See the toolkit →Bug bounty directories, CVE records, TLS/BGP/DNS recon, and web-target fingerprinting.
See the toolkit →FAANG career sites, remote-first boards, OSINT jobs, and English-friendly Japan IT roles.
See the toolkit →Finviz, Yahoo Finance, and Wise currency conversion — without an unofficial library breaking under you.
See the toolkit →jq, DuckDB, regex, address/phone/ZIP normalizers, ID generators, a crawler, and a notifier.
See the toolkit →No subscription. Run one Actor or the whole toolkit.
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