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Site title: ClickGUARD™ - Stop Paying for Fake Traffic

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How Does Click Fraud Detection Work?3 days

Click fraud detection works by analyzing traffic patterns, device data, and behavioral signals like click velocity and session duration to identify and block clicks that don’t come from a genuine, interested user.

Click fraud i...

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Twitter (X) Spam Bots: How Many There Are and How They Hurt Advertisers1 week

How many bots are actually on X? Independent estimates from 2025 and 2026 put the baseline at 9% to 15% of all accounts, with that share climbing to 15% to 44% inside politically charged or entertainment-driven conversations.

Some more aggressive traffic-based analyses put the number far higher, and we’ll walk through why the range is so wide below.

The su...

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