Bot Protection for Flash Sales
Flash sales concentrate real demand and scripted demand into the same minute. When bots take inventory, real shoppers see sold-out pages and your analytics record a success that never happened.
What the attack looks like
Automation targeting e-commerce is rarely a single bot. It is an operation: rotating proxies, realistic browser fingerprints, and pacing tuned to stay under naive rate limits. By the time the damage shows up in your dashboards, the operator has already moved on.
Why generic defenses fall short
Simple rate limits and CAPTCHA walls catch careless scripts and punish real shoppers. Modern bot operations solve challenges in bulk through farms and spread requests across thousands of addresses.
How BotBulwark stops it
BotBulwark layers behavioral analysis, device fingerprinting, and network intelligence into a single risk score per session. Decisions happen before the request reaches your application, and scores adapt as operators change tactics. You keep inventory and ad spend; shoppers never notice.
Start with the audit
The free bot-traffic audit shows what share of your traffic is automated, where it concentrates, and what it costs you. It takes minutes to start and runs read-only against your logs or tags.