Use Cases

What will you build?

Real problems developers solve with BotCloud — at scale, across regions, with real browsers.

ecommerce

Price Monitoring

Track competitor prices across regions, devices, and currencies — at the scale your team actually needs, not a demo's worth.

  • Run hundreds of parallel sessions, each with its own IP and proxy region
  • Real Chrome under the hood — looks identical to a regular shopper
  • Spin up on demand, scale down when you're done — no idle infrastructure
  • Validated against Temu, Shopee, Nike, Walmart, Ticketmaster, and more
scraping

Data Extraction from SPAs

Pull structured data out of JavaScript-heavy single-page apps — even when the markup shifts, lazy-loads, or only renders after auth.

  • Full Chrome DevTools Protocol — intercept network responses before they hit the DOM
  • Wait-for-render, infinite-scroll, and shadow-DOM patterns work out of the box
  • Persistent profiles keep your auth state across runs
testing

Visual Regression Testing

Catch UI regressions across viewports and platforms before they reach production. Run the whole device matrix in your CI pipeline in minutes.

  • Mac, Windows, and Android device profiles in parallel
  • Pixel-perfect screenshots at any resolution, fullPage or element-level
  • Geo-distributed runners — verify localized layouts at the same time
automation

Form Automation

Drive your own product flows end-to-end — sign-ups, checkouts, dashboards, internal tooling. Cloud-based, repeatable, observable.

  • Persistent user-data profiles — pick up where the last run left off
  • Live DevTools session for inspecting and unblocking stuck flows
  • Spin up ephemeral browsers per CI job, no local-runner bottleneck
seo

SEO Monitoring

See exactly what Google sees — from any country, any device, any search context. Your rankings, your competitors', your own metadata.

  • Country-targeted proxies with auto-inferred locale, timezone, and Accept-Language
  • Render full SERPs as a real user would, not as an API call
  • Sweep dozens of regions in parallel, on a schedule
testing

Cross-Region QA

Verify your app behaves correctly for users in Tokyo, Frankfurt, São Paulo — not just the staging server in your home region.

  • Drop into any country with a single proxy parameter
  • Currency, language, and timezone all auto-inferred from the proxy IP
  • Run the same test suite from N regions in parallel
multi-account

Multi-Account Management

Run dozens of isolated browser workspaces in parallel. Each gets its own fingerprint, IP, and storage — clean state, every time.

  • Per-workspace user-data: cookies, localStorage, cache fully separated
  • Independent fingerprints across Mac, Windows, and Android profiles
  • Switch workspaces without restarting the browser or losing context