Why do bots still beat my drop-day protection?

The economics that drive it

A limited item that resells at triple its price justifies serious infrastructure. Bot operators rent residential proxy networks, warm up accounts for weeks, and rehearse the drop on your staging-like pages. Anything you can test once, they can automate a thousand times.

Where single-gate defenses break

A CAPTCHA at checkout filters the least sophisticated ten percent. Queue tokens get farmed in advance. Rate limits get spread across ten thousand IPs. Each gate catches one attack shape; professional bots simply route around it.

What working protection looks like

Score every visit continuously: how the session moved, what the device revealed, whether the timeline is physically possible for a human. Bots fail these checks not once but everywhere - and the failure shows up before inventory is touched, not after the chargeback.