Dealer Inventory Scraping Past the Listing Sites
Dealer inventory scraping breaks on the rooftop sites, not the aggregators. Client-side prices, a handful of platform templates, and blocks that look like data.
FourA Blog · Page 3
Browser Profiles: Pick What Your Requests Look Like
Name the browser, OS and version each request presents, from a public catalogue of 79 measured profiles. When a site refuses one, rotation now moves it.
FourA Digest — Aug 21 to Aug 28, 2026
Usage now counts every hour your billing period touches, organizations tell the people involved what happened, and Browser stopped leaking file handles.
Search, Agent, Training: The Web's New Bot Rules
Cloudflare now sorts bots by purpose, not behavior: Search, Agent or Training. The September 15 default is narrower than the panic, and one box is missing.
FourA Digest — Aug 14 to Aug 21, 2026
Organizations you can actually run, a Proxy Finder that names the wall it hit, and a Browser that stops handing one page two answers to the same question.
Alternative Data: When a Block Looks Like a Data Point
Alternative data pipelines lose more to silent collection failures than to bad models. Here's how a blocked page becomes a fake signal, and how to stop it.
FourA Digest — Aug 7 to Aug 14, 2026
Auto takes the session a site's entry page hands out, then opens the deep page you wanted. Browser completes checkbox checks on concurrent requests.
Web Scraping Is Consolidating. Here's What Changes.
Oxylabs took $130M at a $3.6B valuation. Bright Data crossed $300M ARR. The mid-market web scraping API is disappearing fast. Ask these five questions.
FourA Digest — Jul 24 to Aug 7, 2026
Pick your browser profile per request. Single now completes SiteGround's and eBay's computational checks without Browser. Activity view fully rebuilt in the Dashboard.
App Store Intelligence at Scale
App store rankings, reviews and prices change per country and shift hourly. Collecting them at production scale is a scheduling and infrastructure problem.