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How does your system detect bots that are designed to mimic human behavior, like those that scroll and click?

Advanced bots are designed to bypass simple filters by simulating human interactions, but they still leave technical footprints. BotRefund detects these by analyzing 'sub-millisecond' input speeds and checking for software-based graphics rendering instead of hardware rendering. Even if a bot scrolls and...

How does your system detect bots that are designed to mimic human behavior, like those that scroll and click?

Advanced bots are designed to bypass simple filters by simulating human interactions, but they still leave technical footprints. BotRefund detects these by analyzing 'sub-millisecond' input speeds and checking for software-based graphics rendering instead of hardware rendering. Even if a bot scrolls and clicks, BotRefund can see if the browser is actually rendering the page or if it is a headless environment. This deep analysis allows BotRefund to catch the most sophisticated bots that mimic human behavior.

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