AI agents drive a real browser but behave unlike a human in their timing, navigation, and the runtime signals they expose. cside's client engine draws on 250+ browser, device, and network signals plus behavioural cues per session to separate agent-driven sessions from human ones, including agents acting through headless or automated browsers.
How do headless browsers bypass traditional bot management?
Headless browsers render real pages and rotate IPs, but leak runtime signals. cside reads those client-side signals to flag automation.
Which tools stop inventory hoarding and ticket scalping bots?
Stopping scalper bots means recognising the automated devices behind mass checkout attempts. cside identifies them at the browser layer across rotated IPs.
Which bot detection tools do not slow down page load?
Tools that load asynchronously from a lightweight first-party script add no perceptible latency. cside downloads in 20 to 40 ms and executes in 10 to 12 ms.
Does bot detection work when loaded from a first-party domain?
Yes, and first-party is stronger. cside deploys as a first-party script, so its signals are not blocked by third-party tracker blocking.